Construction and transportation integrated management method and device and computer equipment

Abstract

The invention relates to a construction and transportation integrated management method and device and computer equipment, and relates to the field of capital construction engineering. The method comprises the following steps: determining each construction and transportation management index corresponding to an infrastructure project; the construction and transportation management indexes at least comprise green supervision indexes and facility supervision indexes; the green supervision index is used for representing the influence of the construction of the capital construction project and the operation of facilities obtained after the completion of the construction of the capital construction project on the environment; the facility supervision index at least comprises each operation index of the facility obtained after the construction of the capital construction project is completed; obtaining project data of the infrastructure project through each piece of Internet of Things equipment in the infrastructure site; and according to the project data, determining an index value of the infrastructure project under each construction and transportation management index, and carrying out construction and transportation management early warning on the infrastructure project based on the index value of the infrastructure project under each construction and transportation management index. By adopting the method, the influence of the capital construction project on the environment and the facilities obtained after the construction of the capital construction project can be managed.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of infrastructure projects, in particular to a construction and operation integrated management method and device, computer equipment, computer readable storage medium and computer program product. BACKGROUND

[0002] At present, the supervision of infrastructure projects mainly focuses on the supervision of construction behavior itself, such as whether the construction is carried out according to the design drawings, whether the construction progress meets the progress requirements, etc., and lacks management of the influence of infrastructure projects on the environment and the facilities obtained after the construction of infrastructure projects. SUMMARY

[0003] Therefore, it is necessary to provide a construction and operation integrated management method, device, computer equipment, computer readable storage medium and computer program product capable of managing the influence of infrastructure projects on the environment and the facilities obtained after the construction of infrastructure projects, in order to solve the technical problem of lacking management of the influence of infrastructure projects on the environment and the facilities obtained after the construction of infrastructure projects.

[0004] In a first aspect, the present application provides a construction and operation integrated management method, comprising:

[0005] determining an infrastructure project and a construction site of the infrastructure project;

[0006] based on the infrastructure project and the construction site, determining each construction and operation management index corresponding to the infrastructure project; the construction and operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent the influence of the construction of the infrastructure project and the operation of the facilities obtained after the completion of the construction of the infrastructure project on the environment; the facility supervision index at least includes each operation index of the facilities obtained after the completion of the construction of the infrastructure project;

[0007] acquiring engineering data of the infrastructure project through each Internet of Things device in the construction site;

[0008] determining an index value of the infrastructure project under each construction and operation management index according to the engineering data, and performing construction and operation management early warning on the infrastructure project based on the index value of the infrastructure project under each construction and operation management index.

[0009] In one of the embodiments, the construction and operation management early warning on the infrastructure project based on the index value of the infrastructure project under each construction and operation management index comprises:

[0010] fusing the index value of the infrastructure project under each green supervision index to obtain a green level of the infrastructure project;

[0011] In a case where an index value under any one of the green supervision indexes is detected to be abnormal according to an index threshold corresponding to the green supervision index, and / or in a case where the green level is detected to be abnormal according to a preset green level corresponding to the infrastructure project, green supervision warning information is generated for the abnormal index value under the green supervision index and / or the abnormal green level.

[0012] Or,

[0013] The index values of the infrastructure project under the facility supervision indexes are fused to obtain an operation level of the infrastructure project.

[0014] In a case where an index value under any one of the facility supervision indexes is detected to be abnormal according to an index threshold corresponding to the facility supervision index, and / or in a case where the operation level is detected to be abnormal according to a preset operation level corresponding to the infrastructure project, operation supervision warning information is generated for the abnormal index value under the facility supervision index and / or the abnormal operation level.

[0015] In one of the embodiments, after the engineering data of the infrastructure project is acquired, the method further includes:

[0016] According to the engineering data, an engineering model of the infrastructure project is constructed in a pre-constructed site model of the infrastructure site and is displayed.

[0017] After the green supervision warning information is generated, the method further includes:

[0018] In the engineering model, a correlation region of the abnormal index value and / or the abnormal green level is determined, and the green supervision warning information is displayed in the correlation region.

[0019] After the operation supervision warning information is generated, the method further includes:

[0020] In the engineering model, a correlation region of the abnormal index value and / or the abnormal operation level is determined, and the operation supervision warning information is displayed in the correlation region.

[0021] In one of the embodiments, the method further includes:

[0022] The infrastructure project text, the green construction text, and the facility operation text are acquired, a green construction knowledge base of the infrastructure project is constructed according to the infrastructure project text and the green construction text, and a facility operation knowledge base of the infrastructure project is constructed according to the infrastructure project text and the facility operation text.

[0023] According to the green construction knowledge base of the infrastructure project, a green supervision system of the infrastructure project is constructed, and according to the infrastructure facility operation knowledge base, a facility supervision system of the infrastructure project is constructed; the green supervision system of the infrastructure project comprises a plurality of preset green supervision indexes; the facility supervision system of the infrastructure project comprises a plurality of preset facility supervision indexes;

[0024] The method further comprises the following steps:

[0025] According to the infrastructure project and the infrastructure site, at least one green supervision index corresponding to the infrastructure project is screened out from the green supervision system of the infrastructure project, and at least one facility supervision index corresponding to the infrastructure project is screened out from the facility supervision system of the infrastructure project.

[0026] In one of the embodiments, the method further comprises the following steps:

[0027] Receiving a knowledge query sentence of the infrastructure project;

[0028] Based on the semantic understanding of the knowledge query sentence of the infrastructure project, the associated text of the knowledge query sentence of the infrastructure project is obtained from the green construction knowledge base of the infrastructure project and / or the infrastructure facility operation knowledge base;

[0029] Based on the associated text, the associated knowledge of the knowledge query sentence of the infrastructure project is generated;

[0030] The associated knowledge and the associated text are returned.

[0031] In one of the embodiments, the method further comprises the following steps:

[0032] In the case that there is an abnormal index value in the index value under each of the construction and operation management indexes, according to the abnormal index value and the construction and operation management index to which the abnormal index value belongs, the countermeasures of the abnormal index value are obtained from the green construction knowledge base of the infrastructure project and / or the infrastructure facility operation knowledge base;

[0033] The countermeasures are displayed.

[0034] In one of the embodiments, the construction and operation management indexes further comprise supervision indexes for a primary main wiring diagram, dispatching data, metering data, meteorological environment data, electrical special equipment construction safety data, quality briefing data, deep foundation pit monitoring data, tower erection construction pole holding monitoring data, tension wire stringing monitoring data, manual hole digging pile data, high slope monitoring data, backfilling soil monitoring data, personnel construction data, dangerous project data, and intelligent construction data; the primary main wiring diagram comprises at least a primary main wiring diagram taking an engineering digital model and coding as a core and from a construction stage to a production and operation stage.

[0035] In a second aspect, the present application also provides a construction-operation integrated management device, comprising:

[0036] an information determining module configured to determine a capital construction project and a capital construction site of the capital construction project;

[0037] an index determining module configured to determine, based on the capital construction project and the capital construction site, various construction-operation management indexes corresponding to the capital construction project; the construction-operation management indexes at least include a green supervision index and a facility supervision index; the green supervision index is used to represent an impact on the environment caused by construction of the capital construction project and operation of a facility obtained after completion of the construction of the capital construction project; the facility supervision index at least includes various operation indexes of the facility obtained after completion of the construction of the capital construction project;

[0038] a data obtaining module configured to obtain engineering data of the capital construction project through various Internet of Things devices in the capital construction site;

[0039] a supervision early warning module configured to perform construction-operation management early warning on the capital construction project based on index values of the capital construction project under the various construction-operation management indexes.

[0040] In a third aspect, the present application also provides a computer device, comprising a memory and a processor, the memory stores a computer program, and the processor implements the following steps when executing the computer program:

[0041] determining a capital construction project and a capital construction site of the capital construction project;

[0042] determining, based on the capital construction project and the capital construction site, various construction-operation management indexes corresponding to the capital construction project; the construction-operation management indexes at least include a green supervision index and a facility supervision index; the green supervision index is used to represent an impact on the environment caused by construction of the capital construction project and operation of a facility obtained after completion of the construction of the capital construction project; the facility supervision index at least includes various operation indexes of the facility obtained after completion of the construction of the capital construction project;

[0043] obtaining engineering data of the capital construction project through various Internet of Things devices in the capital construction site;

[0044] determining index values of the capital construction project under the various construction-operation management indexes according to the engineering data, and performing construction-operation management early warning on the capital construction project based on the index values of the capital construction project under the various construction-operation management indexes.

[0045] In a fourth aspect, the present application also provides a computer readable storage medium, which stores a computer program, and the computer program is executed by a processor to implement the following steps:

[0046] determining a construction project and a construction site of the construction project;

[0047] determining, based on the construction project and the construction site, each construction and operation management index corresponding to the construction project; the construction and operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent the impact of the construction of the construction project and the operation of the facility obtained after the construction of the construction project is completed on the environment; the facility supervision index at least includes each operation index of the facility obtained after the construction of the construction project is completed;

[0048] acquiring, by each Internet of Things device in the construction site, engineering data of the construction project;

[0049] determining, according to the engineering data, an index value of the construction project under each construction and operation management index, and performing a construction and operation management early warning on the construction project based on the index value of the construction project under each construction and operation management index.

[0050] In a fifth aspect, the present application also provides a computer program product comprising a computer program which, when executed by a processor, implements the following steps:

[0051] determining a construction project and a construction site of the construction project;

[0052] determining, based on the construction project and the construction site, each construction and operation management index corresponding to the construction project; the construction and operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent the impact of the construction of the construction project and the operation of the facility obtained after the construction of the construction project is completed on the environment; the facility supervision index at least includes each operation index of the facility obtained after the construction of the construction project is completed;

[0053] acquiring, by each Internet of Things device in the construction site, engineering data of the construction project;

[0054] determining, according to the engineering data, an index value of the construction project under each construction and operation management index, and performing a construction and operation management early warning on the construction project based on the index value of the construction project under each construction and operation management index.

[0055] The above construction and operation integrated management method, device, computer equipment, computer readable storage medium and computer program product first determine the infrastructure project and the infrastructure site of the infrastructure project, then determine the infrastructure project corresponding to each construction and operation management index based on the infrastructure project and the infrastructure site, the construction and operation management index at least includes a green supervision index and a facility supervision index, the green supervision index is used to represent the influence of the construction of the infrastructure project and the operation of the facility obtained after the construction of the infrastructure project on the environment, the facility supervision index at least includes each operation index of the facility obtained after the construction of the infrastructure project, then the engineering data of the infrastructure project is acquired through each Internet of Things device in the infrastructure site, then the index value of the infrastructure project under each construction and operation management index is determined according to the engineering data, and the infrastructure project is managed and warned based on the index value of the infrastructure project under each construction and operation management index. In this way, at least one green supervision index and at least one facility supervision index of the infrastructure project can be determined through the infrastructure project and the infrastructure site where the infrastructure project is located, the index value of the infrastructure project under the green supervision index and the facility supervision index can be obtained through the acquisition of the construction data of the infrastructure project, the influence of the infrastructure project on the environment and the management of the facility obtained after the construction of the infrastructure project can be realized based on the index value of the infrastructure project under the green supervision index and the facility supervision index, and the influence of the infrastructure project on the environment can be supervised and the facility obtained after the construction of the infrastructure project can be managed based on the construction and operation integrated management method. BRIEF DESCRIPTION OF DRAWINGS

[0056] In order to more clearly illustrate the technical solutions in the embodiments of the present application or the related art, the drawings needed to be used in the description of the embodiments of the present application or the related art will be briefly introduced. Obviously, the drawings in the following description are only some embodiments of the present application, and other related drawings can be obtained by those skilled in the art without any creative effort.

[0057] Figure 1 The application environment diagram of the construction and operation integrated management method in an embodiment;

[0058] Figure 2 The flowchart of the construction and operation integrated management method in an embodiment;

[0059] Figure 3 The flowchart of the steps of constructing the green supervision system of the infrastructure project in an embodiment;

[0060] Figure 4 The flowchart of the steps of conducting the green construction question and answer of the infrastructure project in an embodiment;

[0061] Figure 5 This is a flowchart illustrating the steps involved in generating response measures for an early warning system under integrated construction and operation management, as shown in one embodiment.

[0062] Figure 6 This is a flowchart illustrating the integrated construction and operation management method in another embodiment;

[0063] Figure 7 This is a structural block diagram of an integrated construction and operation management device in one embodiment;

[0064] Figure 8 This is an internal structural diagram of a computer device in one embodiment. Detailed Implementation

[0065] To make the objectives, technical solutions, and advantages of this application clearer, the following detailed description is provided in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative and not intended to limit the scope of this application.

[0066] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, data stored, data displayed, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of the relevant data must comply with relevant regulations.

[0067] The integrated construction and operation management method provided in this application embodiment can be applied to, for example, Figure 1 In the application environment shown, server 102 communicates with various IoT devices 104 at the infrastructure site via a network. Server 102 can be a standalone physical server, a server cluster or distributed system consisting of multiple physical servers, or a cloud server providing cloud computing services. The IoT devices 104 include, but are not limited to, sensors used for collecting data such as water consumption, electricity consumption, fuel consumption, carbon emissions, air quality, water quality, noise, temperature and humidity, and light intensity, as well as terminals, sensors, and drones used for collecting video, image, and point cloud data.

[0068] In one exemplary embodiment, such as Figure 2 As shown, an integrated construction and operation management method is provided, which is applied to... Figure 1 Taking a server as an example, the server is equipped with an infrastructure management platform, which is used to execute the various steps of the integrated construction and operation management method. In this embodiment, the integrated construction and operation management method includes the following steps S202 to S210:

[0069] Step S202, determining the infrastructure project and the infrastructure site of the infrastructure project.

[0070] The infrastructure site refers to the construction site of the infrastructure project.

[0071] Specifically, the server determines the infrastructure project to be constructed and the construction site of the infrastructure project.

[0072] Step S204, determining the respective infrastructure operation management indexes corresponding to the infrastructure project based on the infrastructure project and the infrastructure site.

[0073] The infrastructure operation management indexes at least include green supervision indexes and facility supervision indexes.

[0074] The green supervision indexes are used to represent the influence of the construction of the infrastructure project and the operation of the facility obtained after the construction of the infrastructure project on the environment; the green supervision indexes at least include one of energy consumption, carbon emission, water resource consumption, waste, environmental influence, and new energy utilization.

[0075] The facility supervision indexes at least include respective operation indexes of the facility obtained after the construction of the infrastructure project.

[0076] The energy consumption is used to represent the energy consumption of the infrastructure project in the construction process and the operation process, such as power consumption, fuel consumption, energy conversion efficiency, etc.

[0077] The carbon emission is used to represent the carbon emission of the infrastructure project in the construction process and the operation process, such as carbon emission amount, etc.

[0078] The water resource consumption is used to represent the water resource consumption of the infrastructure project in the construction process and the operation process, such as water consumption, etc.

[0079] The waste is used to represent the generation and treatment of the waste of the infrastructure project in the construction process and the operation process, such as waste generation amount, waste treatment mode, waste treatment effect, etc.

[0080] The environmental influence is used to represent the influence of the infrastructure project on the surrounding environment in the construction process and the operation process, as well as the indoor and outdoor environmental conditions corresponding to the infrastructure project, such as the influence on the surrounding ecological environment, air quality, water quality, noise, etc., as well as the indoor and outdoor temperature, humidity, and illumination corresponding to the infrastructure project.

[0081] The new energy utilization is used to represent the utilization of new energy and new energy supporting technology in the construction process and operation process of the infrastructure project. In specific application, the new energy utilization is used to represent the utilization of renewable energy and renewable energy supporting technology. Further, the new energy utilization is used to represent the utilization of clean energy and clean energy supporting technology.

[0082] As can be easily understood, each green supervision index includes at least one sub-index. For example, the energy consumption includes sub-indices such as power consumption, fuel consumption, energy conversion efficiency, etc.; the carbon emission includes sub-indices such as carbon emission amount, etc.; the water resource consumption includes sub-indices such as water consumption, etc.; the waste includes sub-indices such as waste generation amount, waste treatment method, waste treatment effect, etc.; the environmental impact includes sub-indices such as ecological environment, air quality, water quality, noise, temperature, humidity, illumination, etc.; and the new energy utilization includes sub-indices such as new energy utilization and new energy supporting technology utilization, etc.

[0083] The operation indexes include at least performance parameters, facility internal temperature, facility internal humidity, facility internal sealing, etc.

[0084] Specifically, the server determines, from the plurality of preset green supervision indexes, at least one green supervision index corresponding to the infrastructure project according to the construction demand and operation demand of the infrastructure project and the actual situation of the infrastructure site (e.g., the geology of the infrastructure site, the surrounding environment, etc.), and determines, from the plurality of preset facility supervision indexes, at least one facility supervision index corresponding to the infrastructure project.

[0085] In specific application, since the actual situations of different infrastructure projects are different (e.g., different construction demands, different operation demands, different infrastructure sites), the server needs to determine, for different infrastructure projects, the green supervision index and the facility supervision index corresponding to the infrastructure project according to the construction demand, operation demand and infrastructure site of the infrastructure project.

[0086] In step S206, the engineering data of the infrastructure project is obtained through the Internet of Things devices in the infrastructure site.

[0087] The infrastructure site is provided with a plurality of Internet of Things devices, and each Internet of Things device is used to collect the engineering data of the infrastructure project.

[0088] The engineering data includes construction data in the construction process of the infrastructure project and operation data in the operation process of the infrastructure project.

[0089] Specifically, each Internet of Things device collects the engineering data of the infrastructure project in the infrastructure site in real time and transmits the engineering data to the server; and the server obtains the engineering data of the infrastructure project based on the data collection and data transmission of each Internet of Things device.

[0090] In step S208, the index value of the infrastructure project under each construction and operation management index is determined according to the engineering data, and the infrastructure project is warned for construction and operation management based on the index value of the infrastructure project under each construction and operation management index.

[0091] Specifically, the server determines the index value of the infrastructure project under each green supervision index according to the engineering data, and warns the infrastructure project for environmental impact based on the index value of the infrastructure project under each green supervision index, and determines the index value of the infrastructure project under each facility supervision index according to the engineering data, and warns the infrastructure project for the facility obtained after construction based on the index value of the infrastructure project under each facility supervision index.

[0092] In specific applications, when the server determines that a warning is needed based on the index value, the warning information can be generated and sent. The warning information can be, but is not limited to, a text warning, an image warning, a voice warning, a sound and light warning, etc. In specific applications, if the warning information is a voice warning and / or a sound and light warning, the server can also send the warning information to the Internet of Things sensor in the infrastructure site to warn in the infrastructure site through the Internet of Things sensor.

[0093] Further, the server also provides a query function, which supports users to view the index value under a specific time period and / or a specific area and / or a specific sub-index through query, and supports users to view the green level in a specific time period and / or a specific area through query.

[0094] In the above construction-operation integration management method, first, the infrastructure project and the infrastructure site of the infrastructure project are determined; then, based on the infrastructure project and the infrastructure site, each construction-operation management index corresponding to the infrastructure project is determined; the construction-operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent the influence of the construction of the infrastructure project and the operation of the facility obtained after the construction of the infrastructure project on the environment; the facility supervision index at least includes each operation index of the facility obtained after the construction of the infrastructure project; then, the engineering data of the infrastructure project is obtained through each Internet of Things device in the infrastructure site; then, the index value of the infrastructure project under each construction-operation management index is determined according to the engineering data, and the infrastructure project is managed and warned based on the index value of the infrastructure project under each construction-operation management index. In this way, at least one green supervision index and at least one facility supervision index of the infrastructure project can be determined through the infrastructure project and the infrastructure site where the infrastructure project is located; the index value of the infrastructure project under the green supervision index and the facility supervision index can be obtained through the acquisition of the construction data of the infrastructure project; the influence of the infrastructure project on the environment and the management of the facility obtained after the construction of the infrastructure project can be realized based on the index value of the infrastructure project under the green supervision index and the facility supervision index; based on the above construction-operation integration management method, the influence of the infrastructure project on the environment can be supervised from the influence of the construction of the infrastructure project and the operation of the facility obtained after the construction of the infrastructure project on the environment, and the facility obtained after the construction of the infrastructure project can be managed from the operation of the facility.

[0095] In an exemplary embodiment, the infrastructure project is a power infrastructure project.

[0096] In an exemplary embodiment, for energy consumption, each Internet of Things device is deployed at key nodes such as a substation, a power station, and a power distribution room to collect data such as power consumption, fuel consumption, and energy conversion efficiency; based on the data such as power consumption, fuel consumption, and energy conversion efficiency, the server can analyze and predict energy consumption trends and optimize energy distribution by combining big data.

[0097] In an exemplary embodiment, for carbon emissions, each Internet of Things device needs to be deployed at key nodes such as a power station, a substation, and a power transmission line to collect data such as carbon emissions; based on the data such as carbon emissions, the server can analyze and predict carbon emission trends and achieve fine management of carbon emissions by combining big data.

[0098] In an exemplary embodiment, for water resource consumption, each Internet of Things device needs to be deployed at key nodes such as a water treatment facility, a pump station, and a reservoir to collect data such as water consumption; based on the data such as water consumption, the server can analyze and predict water resource consumption trends and optimize water resource distribution by combining big data.

[0099] In an exemplary embodiment, for waste, each Internet of Things device needs to be deployed at key locations such as construction sites, garbage disposal sites, etc., for collecting and monitoring data such as waste generation, disposal methods, disposal effects, etc.; based on the waste generation, disposal methods, disposal effects, etc., the server can realize intelligent management of waste disposal.

[0100] In an exemplary embodiment, for environmental impact, each Internet of Things device needs to be deployed at key locations such as substations, power transmission lines, and surrounding environments, for collecting data such as ecological environment, air quality, water quality, and noise; based on the ecological environment, air quality, water quality, and noise, the server provides data support for environmental governance.

[0101] In an exemplary embodiment, for environmental impact, each Internet of Things device also needs to be deployed inside and outside the building for collecting data such as indoor and outdoor temperature, humidity, and light; based on the indoor and outdoor temperature, humidity, and light, the server can realize real-time monitoring and optimization of green building standards.

[0102] In an exemplary embodiment, for new energy utilization, each Internet of Things device needs to be deployed at key locations such as solar panels and wind turbines for collecting data such as power generation; based on the power generation data, the server can monitor and predict new energy utilization, improving the utilization rate of new energy.

[0103] In an exemplary embodiment, for new energy utilization, each Internet of Things device also needs to be deployed at key nodes such as smart grids for collecting data such as power grid operation status, distributed power generation, and energy storage system usage and output; based on the power grid operation status, distributed power generation, and energy storage system usage and output, the server can realize real-time monitoring and optimization of smart grids.

[0104] In an exemplary embodiment, for each operating indicator, a response data sensor is deployed at each key node of the facility.

[0105] In an exemplary embodiment, the construction and operation management indicators also include supervision indicators for primary main wiring diagrams, scheduling, metering, meteorological environment data, electrical special equipment construction safety data, quality disclosure data, deep foundation pit monitoring, tower construction pole monitoring, tension stringing monitoring, manual hole digging pile, high slope monitoring, backfilling monitoring, personnel construction data, dangerous engineering data, and intelligent construction data; the primary main wiring diagram at least includes a primary main wiring diagram that takes the engineering digital model and code as the core and covers from the construction stage to the production and operation stage; it should be noted that the construction and operation integrated management process based on the above-mentioned supervision indicators is similar to the construction and operation integrated management process based on the green supervision indicators and the facility supervision indicators, and this application will not be repeated here.

[0106] In an example embodiment, the step S208 of performing the construction and operation management early warning on the infrastructure project based on the index value of the infrastructure project under each green supervision index includes the following contents: obtaining the green level of the infrastructure project by fusing the index value of the infrastructure project under each green supervision index; in the case that the index value under any one green supervision index is detected to be abnormal according to the index threshold corresponding to each green supervision index, and / or in the case that the green level is detected to be abnormal according to the preset green level corresponding to the infrastructure project, generating the green supervision early warning information for the index value under the abnormal green supervision index and / or the abnormal green level.

[0107] Each sub-index has a corresponding index threshold for determining whether the index value under the sub-index is abnormal; in specific application, the index threshold can be an upper limit threshold or a lower limit threshold; when the index threshold is the upper limit threshold, the index value greater than the upper limit threshold is an abnormal index value, and when the index threshold is the lower limit threshold, the index value less than the lower limit threshold is an abnormal index value.

[0108] The infrastructure project has a corresponding preset green level, and the green level of the infrastructure project is considered abnormal when the green level does not reach the corresponding preset green level.

[0109] Specifically, the server determines the index value of the infrastructure project under each sub-index of each green supervision index according to the engineering data, and for each green supervision index, fuses the index values under the green supervision index to obtain the evaluation score corresponding to the green supervision index. Then, the server performs weighted fusion on the evaluation scores corresponding to each green supervision index to obtain the comprehensive evaluation score of the infrastructure project. Then, the server determines the green level of the infrastructure project based on the mapping relationship between the comprehensive evaluation score and the green level. In specific application, each sub-index has a mapping relationship between the corresponding index value and the evaluation score; for each sub-index, the server determines the evaluation score of the sub-index based on the index value of the sub-index and the mapping relationship between the index value and the evaluation score; then, for each green supervision index, the server performs weighted fusion on the evaluation scores of each sub-index under the green supervision index to obtain the evaluation score of the green supervision index.

[0110] Then, the server determines whether the index value under the sub-index is abnormal according to the index threshold corresponding to each sub-index, and determines whether the green level of the infrastructure project is abnormal according to the preset green level corresponding to the infrastructure project; in the case that the index value under any one sub-index is abnormal, and / or in the case that the green level is abnormal, the server generates the green supervision early warning information to prompt the supervisor that the infrastructure project does not meet the requirements of green construction.

[0111] In the embodiment, the server can determine whether the index value and the green level are abnormal based on the index threshold value and the preset green level, so as to realize the management of the influence of the infrastructure project on the environment.

[0112] In one exemplary embodiment, the step S208 further includes the following content: fusing the index values of the infrastructure project under each facility supervision index to obtain an operation level of the infrastructure project; in the case that the index value under any one of the facility supervision indexes is detected to be abnormal according to the index threshold value corresponding to each facility supervision index, and / or in the case that the operation level is detected to be abnormal according to the preset operation level corresponding to the infrastructure project, generating operation supervision warning information for the abnormal index value under the abnormal facility supervision index and / or the abnormal operation level.

[0113] In specific applications, the index threshold value can be an upper limit threshold value or a lower limit threshold value; when the index threshold value is the upper limit threshold value, the index value greater than the upper limit threshold value is an abnormal index value, and when the index threshold value is the lower limit threshold value, the index value less than the lower limit threshold value is an abnormal index value.

[0114] The facility has a corresponding preset operation level, and when the operation level of the facility does not reach the corresponding preset operation level, the operation level is considered abnormal.

[0115] Specifically, the server determines the index values of the infrastructure project under each facility supervision index according to the project data, scores the index values under each facility supervision index, and obtains evaluation scores corresponding to each facility supervision index; then, the server fuses the evaluation scores corresponding to each facility supervision index by weighting to obtain a comprehensive evaluation score of the facility; and then, the server determines the operation level of the facility based on the mapping relationship between the comprehensive evaluation score and the operation level. In specific applications, each facility supervision index has a mapping relationship between the corresponding index value and the evaluation score; for each facility supervision index, the server determines the evaluation score of the facility supervision index based on the index value of the facility supervision index and the mapping relationship between the index value and the evaluation score.

[0116] Then, the server determines whether the index value under each facility supervision index is abnormal according to the index threshold value corresponding to each facility supervision index, and determines whether the operation level of the facility is abnormal according to the preset operation level corresponding to the facility; in the case that the index value under any one of the facility supervision indexes is detected to be abnormal, and / or in the case that the operation level is detected to be abnormal, the server generates operation supervision warning information to prompt the supervisor that the operation of the facility is abnormal.

[0117] In this embodiment, the server can determine whether the index value and the operation level are abnormal based on the index threshold and the preset operation level, so as to manage the facility obtained after the infrastructure construction.

[0118] In one exemplary embodiment, after the engineering data of the infrastructure project is obtained in the above step S206, the following is further included: according to the engineering data, constructing an engineering model of the infrastructure project in a pre-constructed site model of the infrastructure site and displaying the engineering model.

[0119] After the green supervision early warning information is generated in the above step, the following is further included: in the engineering model, determining the index value under the abnormal green supervision index and / or the associated area of the abnormal green level, and displaying the green supervision early warning information in the associated area.

[0120] The site model is a three-dimensional panoramic model or a VR (Virtual Reality) real scene model, and is used to represent the situation of the infrastructure site before construction. In a specific application, the server constructs the site model according to the point cloud data and / or image data of the infrastructure site collected by the Internet of Things devices.

[0121] The engineering model is a three-dimensional panoramic model or a VR real scene model, and is used to represent the construction situation or operation process of the infrastructure project. In a specific application, the engineering data includes point cloud data and / or image data of the infrastructure project, and the server constructs the engineering model of the infrastructure project according to the point cloud data and / or image data of the infrastructure project.

[0122] Specifically, after obtaining the engineering data, the server constructs the engineering model of the infrastructure project in the pre-constructed site model based on the engineering data and displays the engineering model through the display front end of the server. Then, after generating the green supervision early warning information, in order to intuitively warn the supervisor, the server can also determine the area of the abnormal index value and / or the abnormal green level that causes the green supervision early warning information in the engineering model as an associated area, and display the green supervision early warning information in the associated area, so as to inform the supervisor of where the infrastructure project does not meet the requirements of green construction.

[0123] In this embodiment, the server can quickly and intuitively inform the supervisor of where the infrastructure project does not meet the requirements of green construction through the front-end display, thereby improving the efficiency of green supervision.

[0124] In an example embodiment, after the step of generating the operation supervision early warning information, the method further includes the following steps: determining the index value under the abnormal green supervision index and / or the associated area of the abnormal operation level in the engineering model, and displaying the operation supervision early warning information in the associated area.

[0125] In the embodiment, the server can quickly and intuitively inform the supervisor of where the abnormality of the facility is caused through the front-end display, thereby improving the supervision efficiency of the facility.

[0126] In an example embodiment, as shown in Figure 3 The method for integrating construction and operation provided by the application further includes the following steps for constructing the green supervision system of the capital construction project:

[0127] In step S302, the text of the capital construction project, the green construction text and the facility operation text are acquired, the green construction knowledge base of the capital construction project is constructed according to the text of the capital construction project and the green construction text, and the facility operation knowledge base of the capital construction project is constructed according to the text of the capital construction project and the facility operation text.

[0128] In step S304, the green supervision system of the capital construction project is constructed according to the green construction knowledge base of the capital construction project, and the facility supervision system of the capital construction project is constructed according to the facility operation knowledge base of the capital construction project.

[0129] The text of the capital construction project refers to the text related to the capital construction project, such as industry reports, laws and regulations, industry standards related to the capital construction project, etc.

[0130] The green construction text refers to the text related to green construction, such as industry reports, laws and regulations, industry standards related to green construction requirements, etc.

[0131] The facility operation text refers to the text related to facility operation, such as industry reports, laws and regulations, industry standards related to facility operation, etc.

[0132] The green supervision system of the capital construction project includes a plurality of preset green supervision indexes. The facility supervision system of the capital construction project includes a plurality of preset facility supervision indexes.

[0133] Specifically, the server collects the text of the capital construction industry, such as industry reports, laws and regulations, industry standards related to the capital construction project, green construction and facility operation, and extracts the green construction specifications of the capital construction project and the facility operation specifications of the facility from the text based on natural language processing or large language model technology.

[0134] Then, the server groups the above infrastructure project text, green construction text, and green construction specifications of infrastructure projects into an infrastructure project green construction knowledge base. For example, according to the prefabricated project, the digital construction site project construction experience, and the application requirements of green technology of infrastructure projects, the infrastructure project green construction technology standards are established to comprehensively standardize the technical standards and requirements of typical design, environmental protection materials, intelligent equipment, process requirements, and other engineering construction scenes of prefabricated projects, intelligent construction, green construction, and sensing equipment. Then, the server determines a plurality of preset green supervision indicators according to the infrastructure project green construction knowledge base, the construction requirements of different infrastructure projects, the operation requirements, and the infrastructure site where the infrastructure projects are located, and constructs an infrastructure project green supervision system according to the mapping relationship between the infrastructure project construction requirements, the operation requirements, and the infrastructure site where the infrastructure projects are located and the preset green supervision indicators.

[0135] In addition, the server groups the above infrastructure project text, facility operation text, and facility operation specifications of facilities into an infrastructure project facility operation knowledge base. Then, the server determines a plurality of preset facility supervision indicators according to the infrastructure project facility operation knowledge base, the operation requirements of different infrastructure projects (i.e., the operation requirements of facilities), and the infrastructure site where the infrastructure projects are located, and constructs an infrastructure project facility supervision system according to the mapping relationship between the operation requirements of infrastructure projects (i.e., the operation requirements of facilities) and the preset facility supervision indicators.

[0136] In the embodiment, the step S204 determines the respective construction and operation management indicators corresponding to the infrastructure project based on the infrastructure project and the infrastructure site, and specifically includes the following contents: at least one green supervision indicator corresponding to the infrastructure project is selected from the infrastructure project green supervision system according to the infrastructure project and the infrastructure site, and at least one facility supervision indicator corresponding to the infrastructure project is selected from the infrastructure project facility supervision system according to the infrastructure project and the infrastructure site.

[0137] Specifically, when determining the corresponding green supervision indicators for a certain infrastructure project, the server selects at least one green supervision indicator corresponding to the infrastructure project from the plurality of preset green supervision indicators in the infrastructure project green supervision system according to the infrastructure project and the infrastructure site; and when determining the corresponding facility supervision indicators for a certain infrastructure project, the server selects at least one facility supervision indicator corresponding to the infrastructure project from the plurality of preset facility supervision indicators in the infrastructure project facility supervision system according to the infrastructure project and the infrastructure site.

[0138] In the embodiment, the server can construct the infrastructure project green construction knowledge base and the infrastructure project facility operation knowledge base by collecting texts related to infrastructure projects, green construction, and facility operation in the infrastructure industry, and further constructs a unified and standardized supervision system for construction and operation integrated management.

[0139] In an exemplary embodiment, in actual application, the index threshold corresponding to the sub-index can be adaptively adjusted according to different infrastructure projects; the server determines the index threshold corresponding to each sub-index based on the infrastructure project green construction knowledge base.

[0140] In an exemplary embodiment, as shown in Figure 4 The infrastructure operation integrated management method provided by the present application further includes the following steps for green construction of infrastructure projects:

[0141] Step S402, receiving an infrastructure project knowledge query statement.

[0142] Step S404, based on the semantic understanding of the infrastructure project knowledge query statement, obtaining the associated text of the infrastructure project knowledge query statement from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base.

[0143] Step S406, based on the associated text, generating the associated knowledge of the infrastructure project green knowledge query statement.

[0144] Step S408, returning the associated knowledge and the associated text.

[0145] The infrastructure project knowledge query statement can be a statement or a text segment composed of multiple statements.

[0146] Specifically, the server also provides an intelligent question and answer function. The user can send an infrastructure project knowledge query statement to the server to ask a question, the server receives the infrastructure project knowledge query statement sent by the user, and through the semantic understanding ability of natural language processing or large language model technology, the server queries the text associated with the infrastructure project knowledge query statement from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base as the associated text. Further, the server generates the answer to the infrastructure project knowledge query statement based on the text generation ability of natural language processing or large language model technology based on the associated text as the associated knowledge; finally, the server returns the associated knowledge and the associated text to the user.

[0147] In this embodiment, the server provides an intelligent question and answer function, based on which the user can ask questions about infrastructure projects and obtain corresponding answers.

[0148] In an exemplary embodiment, as shown in Figure 5 The infrastructure operation integrated management method provided by the present application further includes the following steps for generating countermeasures for infrastructure operation integrated management early warning:

[0149] Step S502, in the case that there is an abnormal index value in the index values under each construction management index, according to the abnormal index value and the construction management index to which the abnormal index value belongs, the countermeasures of the abnormal index value are obtained from the green construction knowledge base of the capital construction project and / or the facility operation knowledge base of the capital construction project.

[0150] Step S504, the countermeasures are displayed.

[0151] The countermeasures are used to guide the improvement of the abnormal index value.

[0152] Specifically, the server, in the case that there is an abnormal index value in the index values of each construction management index, according to the abnormal index value and the construction management index to which the abnormal index value belongs, combines the semantic understanding ability and text generation ability of natural language processing or large language model technology and the green construction knowledge base of the capital construction project and / or the facility operation knowledge base of the capital construction project to generate countermeasures that can improve the abnormal index value and display the countermeasures through the front end of the server.

[0153] In this embodiment, the server can propose improvement measures for the abnormal index value, which helps the construction, operation and running of the capital construction project to meet the requirements.

[0154] In an exemplary embodiment, as shown in Figure 6 , another construction and operation integrated management method is provided, which is applied to the server in Figure 1 as an example for illustration, including the following steps:

[0155] Step S602, the capital construction project text, green construction text and facility operation text are obtained, the green construction knowledge base of the capital construction project is constructed according to the capital construction project text and the green construction text, and the facility operation knowledge base of the capital construction project is constructed according to the capital construction project text and the facility operation text.

[0156] Step S604, the capital construction project and the capital construction site of the capital construction project are determined, at least one green supervision index corresponding to the capital construction project is selected from the green supervision system of the capital construction project according to the capital construction project and the capital construction site, and at least one facility supervision index corresponding to the capital construction project is selected from the facility supervision system of the capital construction project.

[0157] Step S606, the engineering data of the capital construction project are obtained through each Internet of Things device in the capital construction site, and according to the engineering data, the engineering model of the capital construction project is constructed in the pre-constructed site model of the capital construction site and is displayed.

[0158] Step S608, the index values of the infrastructure project under each green supervision index are fused to obtain a green level of the infrastructure project. In a case where an index value under any one of the green supervision indexes is detected to be abnormal according to the index threshold corresponding to the green supervision index, and / or in a case where the green level is detected to be abnormal according to the preset green level corresponding to the infrastructure project, green supervision warning information is generated for the index value under the abnormal green supervision index and / or the abnormal green level.

[0159] Step S610, the index values of the infrastructure project under each facility supervision index are fused to obtain an operation level of the infrastructure project. In a case where an index value under any one of the facility supervision indexes is detected to be abnormal according to the index threshold corresponding to the facility supervision index, and / or in a case where the operation level is detected to be abnormal according to the preset operation level corresponding to the infrastructure project, operation supervision warning information is generated for the abnormal index value and / or the abnormal operation level.

[0160] Step S612, in the project model, a correlation region of the index value under the abnormal green supervision index and / or the abnormal green level is determined, and the green supervision warning information is displayed in the correlation region. In the project model, a correlation region of the index value under the abnormal facility supervision index and / or the abnormal operation level is determined, and the operation supervision warning information is displayed in the correlation region.

[0161] Step S614, in a case where there is an abnormal index value in the index values under each construction and operation management index, a countermeasure for the abnormal index value is obtained from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base according to the abnormal index value and the construction and operation management index to which the abnormal index value belongs, and the countermeasure is displayed.

[0162] In the embodiment, at least one construction and operation management index of the infrastructure project can be determined through the infrastructure project and the infrastructure site where the infrastructure project is located. The index values of the infrastructure project under the construction and operation management indexes can be obtained through acquisition of the construction data of the infrastructure project. The infrastructure project can be rated based on the index values of the infrastructure project under the construction and operation management indexes. The infrastructure project can be managed and warned in an integrated manner through the index values of the infrastructure project under the construction and operation management indexes and / or the rating result of the infrastructure project.

[0163] In order to more clearly illustrate the construction and operation integrated management method provided by the embodiments of the present application, the construction and operation integrated management method will be specifically described below with one specific embodiment. However, it should be understood that the embodiments of the present application are not limited thereto. In one exemplary embodiment, the present application also provides a construction management and control platform and a construction and operation integrated management method, which specifically include the following contents:

[0164] I. Infrastructure management and control platform. The infrastructure management and control platform performs the following integrated management method of construction and operation at regular intervals or in real time. Users can also issue supervision requests for specific infrastructure projects or construction and operation management indicators. The infrastructure management and control platform responds to the supervision request and performs the following integrated management method of construction and operation for the specific infrastructure project or specific construction and operation management indicator, and displays the supervision results of the specific infrastructure project or specific construction and operation management indicator, so that users can specifically view the supervision results of a certain infrastructure project or a certain specific construction and operation management indicator.

[0165] II. Green construction supervision in integrated management of construction and operation.

[0166] 1. Obtain information related to infrastructure projects from the Internet, such as industry reports, laws and regulations, industry guidelines, etc.; based on natural language processing or large language model technology, extract green construction specifications from the information; based on green construction specifications, build a green knowledge base. For example, based on prefabricated projects, digital construction site project construction experience, combined with the requirements of green technology application in infrastructure projects, establish green construction technology standards for infrastructure projects, comprehensively standardize technical standards and requirements such as typical design, environmentally friendly materials, intelligent equipment, process requirements, etc. in engineering construction scenarios such as prefabricated projects, intelligent construction, green construction, and sensing equipment.

[0167] 2. According to the design information of the infrastructure project, such as design drawings and design schemes, and the construction site of the infrastructure project, determine the green indicators of the infrastructure project according to the green knowledge base (the green indicators of different infrastructure projects may be different according to actual conditions).

[0168] In some embodiments, the green indicators include:

[0169] Energy consumption: used to represent the energy consumption of the infrastructure project itself and the energy consumption during operation;

[0170] Carbon emissions: used to represent the total carbon emissions of the infrastructure project;

[0171] Water resource consumption: used to represent the water resource consumption during construction;

[0172] Waste management: used to represent solid waste, wastewater, etc. generated during construction;

[0173] Ecological impact: used to represent the impact of the infrastructure project on the surrounding ecological environment;

[0174] Green building standards: such as green building evaluation standards, energy saving standards, etc.

[0175] Renewable energy utilization: used to represent the utilization of renewable energy such as solar energy and wind energy;

[0176] Smart grid technology: used to represent the use of distributed power generation and energy storage systems;

[0177] Environmental monitoring: for characterizing air and water quality, noise quality.

[0178] 3. Real-time collection of data for each infrastructure project in the construction site by various Internet of Things devices (such as sensors, mobile devices, visual devices, drones, etc.) deployed at the construction site, such as water consumption, electricity consumption.

[0179] In some embodiments, for energy consumption, Internet of Things devices need to be deployed at key nodes such as substations, power plants, distribution rooms, etc. to collect power consumption, equipment operating status, energy conversion efficiency, and in subsequent steps, combined with big data analysis, to predict energy consumption trends and optimize energy distribution.

[0180] For carbon emission monitoring, Internet of Things devices need to be deployed at power plants, substations, transmission lines, etc. to collect carbon emissions, equipment operating status, fuel consumption, etc. and in subsequent steps, real-time monitoring of carbon emissions to achieve fine management of carbon emissions.

[0181] For water resource consumption monitoring, Internet of Things devices need to be deployed at water treatment facilities, pumping stations, reservoirs, etc. to collect water resource consumption, water quality, equipment operating status, etc. and in subsequent steps, real-time monitoring of water resource consumption to optimize water resource distribution.

[0182] For waste management monitoring, Internet of Things devices need to be deployed at construction sites, waste treatment facilities, etc. to collect waste generation, treatment methods, treatment effects, etc. and in subsequent steps, use Internet of Things devices to achieve intelligent management of waste treatment.

[0183] For ecological impact monitoring, Internet of Things devices need to be deployed at sensitive areas of the surrounding ecological environment, etc. to collect air quality, water quality, noise, etc. and in subsequent steps, real-time monitoring of ecological environment indicators through Internet of Things devices to assess the impact of infrastructure projects on the surrounding environment.

[0184] For green building standard monitoring, Internet of Things devices need to be deployed inside and outside buildings, etc. to collect indoor temperature, humidity, lighting, etc. and in subsequent steps, real-time monitoring and optimization of green building standards.

[0185] For renewable energy utilization monitoring, Internet of Things devices need to be deployed at solar panels, wind turbines, etc. to collect power generation, equipment operating status, etc. and in subsequent steps, real-time monitoring of renewable energy utilization to improve the utilization rate of renewable energy.

[0186] For intelligent power grid technology monitoring, Internet of Things devices need to be deployed at key nodes of the intelligent power grid to collect power grid operation status, distributed power generation, and usage and output of energy storage systems, and in subsequent steps, real-time monitoring and optimization of the intelligent power grid are realized through the Internet of Things devices.

[0187] For environmental monitoring, Internet of Things devices need to be deployed at substations, power transmission lines, and surrounding environments to collect air quality, water quality, and noise, and in subsequent steps, real-time monitoring of environmental indicators is realized to provide data support for environmental governance.

[0188] 4、According to the collected data, the index value of the infrastructure project under the green index is calculated, such as energy use and carbon emissions. The calculation of the index value can refer to step 3.

[0189] 5、The green scores of the infrastructure projects are obtained by synthesizing the index values under each green index, such as weighted summation, and the green levels of the infrastructure projects are determined based on the green scores; the green construction report of the infrastructure project is generated based on the index value, green score, and green level, and a warning is issued and countermeasures are provided when the index value, green level, or green score does not meet the green construction specifications.

[0190] 6、The green knowledge base has an intelligent question-answering function, and users can ask questions to the green knowledge base through the intelligent question-answering function and obtain corresponding answers.

[0191] 7、In order to more intuitively realize green supervision, the site data of the construction site of the infrastructure project can also be collected first, such as point cloud data, and then a three-dimensional model of the construction site is constructed, and then a construction model of the infrastructure project is constructed and updated in real time in the three-dimensional model based on the collected real-time operation data, and when a warning is issued, the part to which the warning is directed is highlighted, such as which infrastructure project and which index do not meet the green construction specifications.

[0192] Three, facility supervision in build-operation integrated management.

[0193] The process of facility supervision is similar to that of green construction supervision of infrastructure, and also involves information acquisition, index determination, data collection, index value calculation, abnormal warning, intelligent question-answering, and supervision visualization.

[0194] Among them, the facility supervision index in facility supervision at least includes various operation indexes of the facility obtained after the construction of the infrastructure project, such as performance parameters of the facility, internal temperature of the facility, internal humidity of the facility, and internal sealing of the facility.

[0195] Four, other supervision in build-operation integrated management.

[0196] Other regulatory processes are similar to the process of green construction supervision of infrastructure construction, and also involve information acquisition, index determination, data collection, index value calculation, abnormal early warning, intelligent question and answer, supervision visualization, etc.

[0197] Among them, the supervision index in other supervision at least includes the supervision index of the one-time main wiring diagram, dispatching, metering, meteorological environment data, electrical special equipment construction safety data, quality disclosure data, deep foundation pit monitoring, tower construction pole monitoring, tension line monitoring, manual hole digging pile, high slope monitoring, backfill monitoring, personnel construction data, dangerous engineering data, intelligent construction data, etc. The one-time main wiring diagram at least includes the one-time main wiring diagram which takes the engineering digital model and coding as the core and covers from the construction stage to the production operation stage.

[0198] In this embodiment, first, combined with the requirements of green technology application of infrastructure projects, the green construction technology standards of infrastructure projects are established to comprehensively standardize the technical standards and requirements of typical design, environmental protection materials, intelligent equipment, process requirements, etc. of prefabricated engineering, intelligent construction, green construction and other engineering construction scenes, provide unified standard and normative management from design, manufacturing to construction, acceptance for green construction of infrastructure projects, support the improvement of integrated design capability of infrastructure projects, realize the gradual evolution to prefabricated engineering construction mode, and support high-quality engineering construction. Second, by using green indexes, an intelligent sensing system is constructed through the monitoring equipment installed on site, such as environment and energy consumption, to monitor the energy use and carbon emission trend in real time, formulate energy saving and emission reduction strategies and double carbon management reports with the help of artificial intelligence, realize intelligent management and decision-making of green construction, and reduce energy consumption and resource waste. In addition, based on the same supervision method, other contents in the integrated construction and operation can also be supervised.

[0199] It should be understood that although each step in the flowchart involved in each embodiment as described above is displayed in sequence according to the direction of the arrow, these steps are not necessarily executed in sequence according to the direction of the arrow. Unless otherwise specified herein, there is no strict order limitation for the execution of these steps, and these steps can be executed in other orders. Moreover, at least part of the steps in the flowchart involved in each embodiment as described above can include multiple steps or stages, which are not necessarily executed at the same time, but can be executed at different times, and the execution order of these steps or stages is not necessarily sequential, but can be executed in rotation or alternation with other steps or steps or stages in other steps.

[0200] Based on the same inventive concept, the embodiments of the present application also provide a construction-operation integrated management device for implementing the construction-operation integrated management method described above. The implementation scheme for solving the problem provided by the device is similar to the implementation scheme described in the above method, so the specific limitations in one or more construction-operation integrated management device embodiments provided below can refer to the limitations of the construction-operation integrated management method described above, which will not be described here again.

[0201] In one exemplary embodiment, as shown in Figure 7 a construction-operation integrated management device is provided, comprising: an information determination module 702, an index determination module 704, a data acquisition module 706, a level determination module 708, and a construction warning module 710, wherein:

[0202] The information determination module 702 is configured to determine the infrastructure project and the infrastructure site of the infrastructure project.

[0203] The index determination module 704 is configured to determine, based on the infrastructure project and the infrastructure site, each construction-operation management index corresponding to the infrastructure project; the construction-operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent the impact of the construction of the infrastructure project and the operation of the facility obtained after the completion of the construction of the infrastructure project on the environment; the facility supervision index at least includes each operation index of the facility obtained after the completion of the construction of the infrastructure project.

[0204] The data acquisition module 706 is configured to acquire, through each Internet of Things device in the infrastructure site, engineering data of the infrastructure project.

[0205] The level determination module 708 is configured to determine, according to the engineering data, an index value of the infrastructure project under each green supervision index, and fuse the index values of the infrastructure project under each green supervision index to obtain a green level of the infrastructure project.

[0206] The construction warning module 710 is configured to determine, according to the engineering data, an index value of the infrastructure project under each construction-operation management index, and perform construction-operation management warning on the infrastructure project based on the index values of the infrastructure project under each construction-operation management index.

[0207] In an exemplary embodiment, the construction warning module 710 is further configured to fuse the index values of the infrastructure project under each green supervision index to obtain a green level of the infrastructure project; in a case where it is detected that the index value under any one of the green supervision indexes is abnormal according to the index threshold corresponding to each green supervision index, and / or in a case where it is detected that the green level is abnormal according to the preset green level corresponding to the infrastructure project, green supervision warning information is generated for the index value under the abnormal green supervision index and / or the abnormal green level.

[0208] The construction early warning module 710 is further configured to fuse the index values of the infrastructure project under each facility supervision index to obtain an operation level of the infrastructure project; in a case where it is detected that the index value under any one of the facility supervision indexes is abnormal according to the index threshold corresponding to each facility supervision index, and / or in a case where it is detected that the operation level is abnormal according to the preset operation level corresponding to the infrastructure project, the operation supervision early warning information is generated for the index value under the abnormal facility supervision index and / or the abnormal operation level.

[0209] In an example embodiment, the device further comprises a model construction module configured to construct an engineering model of the infrastructure project in a pre-constructed site model of the infrastructure site according to the engineering data and display the engineering model.

[0210] The construction early warning module 710 is further configured to determine, in the engineering model, a correlation region of the index value under the abnormal green supervision index and / or the abnormal green level, and display the green supervision early warning information in the correlation region.

[0211] The construction early warning module 710 is further configured to determine, in the engineering model, a correlation region of the index value under the abnormal facility supervision index and / or the abnormal operation level, and display the operation supervision early warning information in the correlation region.

[0212] In an example embodiment, the device further comprises a system construction module configured to obtain infrastructure project texts, green construction texts, and facility operation texts, construct an infrastructure project green construction knowledge base according to the infrastructure project texts and the green construction texts, and construct an infrastructure project facility operation knowledge base according to the infrastructure project texts and the facility operation texts; construct an infrastructure project green supervision system according to the infrastructure project green construction knowledge base, and construct an infrastructure project facility supervision system according to the infrastructure project facility operation knowledge base; the infrastructure project green supervision system comprises a plurality of preset green supervision indexes; and the infrastructure project facility supervision system comprises a plurality of preset facility supervision indexes.

[0213] The index determination module 704 is further configured to select at least one green supervision index corresponding to the infrastructure project from the infrastructure project green supervision system and at least one facility supervision index corresponding to the infrastructure project from the infrastructure project facility supervision system according to the infrastructure project and the infrastructure site.

[0214] In an example embodiment, the device further comprises an intelligent question and answer module configured to receive an infrastructure project knowledge query sentence; based on semantic understanding of the infrastructure project knowledge query sentence, obtain associated texts of the infrastructure project knowledge query sentence from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base; based on the associated texts, generate associated knowledge of the infrastructure project knowledge query sentence; and return the associated knowledge and the associated texts.

[0215] In an example embodiment, the construction early warning module 710 is further configured to, in a case where there is an abnormal index value in the index values under each construction and operation management index, acquire a countermeasure for the abnormal index value from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base according to the abnormal index value and the construction and operation management index to which the abnormal index value belongs; and display the countermeasure.

[0216] In an example embodiment, the construction and operation management indexes further include supervision indexes for a primary main wiring diagram, dispatching data, metering data, meteorological environment data, electrical special equipment construction safety data, quality disclosure data, deep foundation pit monitoring data, pole holding monitoring data for tower construction, tension wire monitoring data, manual hole digging pile data, high slope monitoring data, backfill monitoring data, personnel construction data, dangerous project data, and intelligent construction data; and the primary main wiring diagram includes a primary main wiring diagram from a construction stage to a production and operation stage with an engineering digital model and coding as a core.

[0217] The modules in the construction and operation integrated management device described above can be implemented in whole or in part by software, hardware, and combinations thereof. The modules described above can be embedded in or independent of a processor in a computer device in hardware form, or can be stored in a memory in a computer device in software form, so as to be called and executed by a processor to perform the operations corresponding to the modules.

[0218] In an example embodiment, a computer device is provided, which can be a server, and an internal structure diagram of the computer device can be as shown in Figure 8 The computer device includes a processor, a memory, an input / output interface (I / O), and a communication interface. The processor, the memory, and the input / output interface are connected through a system bus, and the communication interface is connected to the system bus through the input / output interface. The processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operating system and the computer program in the non-volatile storage medium to run. The database of the computer device is configured to store engineering data, index values, and green levels of infrastructure projects. The input / output interface of the computer device is configured to exchange information between the processor and external devices. The communication interface of the computer device is configured to communicate with terminals outside through a network connection. The computer program is executed by the processor to implement a construction and operation integrated management method.

[0219] Those skilled in the art can understand that Figure 8The structure shown in the figure is only a block diagram of part of the structure related to the scheme of the present application, and does not constitute a limitation on the computer device to which the scheme of the present application is applied. The specific computer device can include more or fewer components than those shown in the figure, or combine certain components, or have a different arrangement of components.

[0220] In an exemplary embodiment, a computer device is also provided, including a memory and a processor, the memory storing a computer program, and the processor implementing the steps in the above method embodiments when executing the computer program.

[0221] In an exemplary embodiment, a computer readable storage medium is provided, storing a computer program, and the computer program implementing the steps in the above method embodiments when executed by a processor.

[0222] In an exemplary embodiment, a computer program product is provided, including a computer program, and the computer program implementing the steps in the above method embodiments when executed by a processor.

[0223] Those skilled in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a non-volatile computer readable storage medium, and when executed, can include the processes of the above-mentioned embodiment methods. Any reference to memory, database or other medium used in the embodiments provided in the present application can include at least one of non-volatile memory and volatile memory. The non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical storage, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetoresistive random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. The volatile memory can include random access memory (RAM) or external cache memory, etc. As an illustration but not limitation, the RAM can be in various forms, such as static random access memory (SRAM) or dynamic random access memory (DRAM), etc. The database involved in the embodiments provided in the present application can include at least one of a relational database and a non-relational database. The non-relational database can include a distributed database based on a block chain, etc., without being limited thereto. The processor involved in the embodiments provided in the present application can be a general-purpose processor, a central processing unit, a graphics processing unit, a digital signal processor, a programmable logic device, a data processing logic device based on quantum computing, an artificial intelligence (AI) processor, etc., without being limited thereto.

[0224] The technical features of the above embodiments can be combined in any manner. To make the description concise, all possible combinations of the technical features in the above embodiments are not described, but as long as the combinations of the technical features do not exist, they should be considered as the scope of the present application.

[0225] The above-described embodiments are merely illustrative of several embodiments of the present application, and the description is relatively specific and detailed, but should not be understood as a limitation on the scope of the patent. It should be noted that for those skilled in the art, without departing from the concept of the present application, a number of modifications and improvements can be made, which are all within the scope of the present application. Therefore, the scope of protection of the present application should be subject to the appended claims.

Claims

1. A construction and operation integrated management method characterized by comprising: The method comprises: determining a capital construction project and a capital construction site of the capital construction project; based on the capital construction project and the capital construction site, determining respective construction and operation management indexes corresponding to the capital construction project; the construction and operation management indexes at least include green supervision indexes and facility supervision indexes; the green supervision indexes are used to represent the influence of the construction of the capital construction project and the operation of the facility obtained after the completion of the construction of the capital construction project on the environment; the facility supervision indexes at least include respective operation indexes of the facility obtained after the completion of the construction of the capital construction project; acquiring engineering data of the capital construction project through respective Internet of Things devices in the capital construction site; determining index values of the capital construction project under respective construction and operation management indexes according to the engineering data, and performing construction and operation management early warning on the capital construction project based on the index values of the capital construction project under respective construction and operation management indexes.

2. The method of claim 1, wherein, The construction and operation management early warning on the capital construction project based on the index values of the capital construction project under respective construction and operation management indexes comprises: fusing the index values of the capital construction project under respective green supervision indexes to obtain a green level of the capital construction project; in a case where it is detected that the index value under any one green supervision index is abnormal according to the index threshold value corresponding to the green supervision index, and / or in a case where it is detected that the green level is abnormal according to the preset green level corresponding to the capital construction project, generating green supervision early warning information for the index value under the abnormal green supervision index and / or the abnormal green level; or, fusing the index values of the capital construction project under respective facility supervision indexes to obtain an operation level of the capital construction project; in a case where it is detected that the index value under any one facility supervision index is abnormal according to the index threshold value corresponding to the facility supervision index, and / or in a case where it is detected that the operation level is abnormal according to the preset operation level corresponding to the capital construction project, generating operation supervision early warning information for the index value under the abnormal facility supervision index and / or the abnormal operation level.

3. The method of claim 2, wherein, After acquiring the engineering data of the capital construction project, the method further comprises: according to the engineering data, constructing an engineering model of the capital construction project in a pre-constructed site model of the capital construction site and displaying the engineering model; after generating the green supervision early warning information, the method further comprises: determining a correlation area of the index value under the abnormal green supervision index and / or the abnormal green level in the engineering model, and displaying the green supervision early warning information in the correlation area; after generating the operation supervision early warning information, the method further comprises: determining a correlation area of the index value under the abnormal facility supervision index and / or the abnormal operation level in the engineering model, and displaying the operation supervision early warning information in the correlation area.

4. The method according to any one of claims 1 to 3, characterized in that, The method further comprises: acquiring a capital construction project text, a green construction text and a facility operation text, constructing a capital construction project green construction knowledge base according to the capital construction project text and the green construction text, and constructing a capital construction project facility operation knowledge base according to the capital construction project text and the facility operation text; According to the infrastructure project green construction knowledge base, an infrastructure project green supervision system is constructed, and according to the infrastructure project facility operation knowledge base, an infrastructure project facility supervision system is constructed; the infrastructure project green supervision system includes a plurality of preset green supervision indexes; the infrastructure project facility supervision system includes a plurality of preset facility supervision indexes; The method further includes: receiving an infrastructure project knowledge query sentence; 5. The method of claim 4, wherein, based on semantic understanding of the infrastructure project knowledge query sentence, obtaining associated text of the infrastructure project knowledge query sentence from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base; based on the associated text, generating associated knowledge of the infrastructure project knowledge query sentence; returning the associated knowledge and the associated text. The method further includes: in a case where there is an abnormal index value in the index value under each of the construction and operation management indexes, according to the abnormal index value and the construction and operation management index to which the abnormal index value belongs, obtaining a countermeasure of the abnormal index value from the infrastructure project green construction knowledge base and / or the infrastructure project facility operation knowledge base; 6. The method of claim 4, wherein, displaying the countermeasure. The construction and operation management indexes at least further include supervision indexes for a primary main wiring diagram, dispatching data, metering data, meteorological environment data, electrical special equipment construction safety data, quality briefing data, deep foundation pit monitoring data, tower group construction pole holding monitoring data, tension stringing monitoring data, manual hole digging pile data, high slope monitoring data, backfilling soil monitoring data, personnel construction data, dangerous project data, and intelligent construction data; the primary main wiring diagram at least includes a primary main wiring diagram taking an engineering digital model and coding as a core and from a construction stage to a production and operation stage. The device includes:

7. The method according to any one of claims 1 to 3, characterized in that, an information determination module configured to determine an infrastructure project and a construction site of the infrastructure project; 8. A construction and operation integrated management device characterized by comprising: an index determination module configured to determine, based on the infrastructure project and the construction site of the infrastructure project, each construction and operation management index corresponding to the infrastructure project; the construction and operation management index at least includes a green supervision index and a facility supervision index; the green supervision index is used to represent an impact of construction of the infrastructure project and operation of a facility obtained after the construction of the infrastructure project on the environment; the facility supervision index at least includes each operation index of the facility obtained after the construction of the infrastructure project; a data acquisition module configured to acquire engineering data of the infrastructure project through each Internet of Things device in the construction site; a supervision and early warning module configured to perform construction and operation management early warning on the infrastructure project based on an index value of each of the construction and operation management indexes of the infrastructure project. The processor executes the computer program to implement the steps of the method of any one of claims 1 to 7. ​ 9.A computer device, comprising a memory and a processor, wherein the memory stores a computer program, and the computer device is configured to perform the method according to any one of claims 1-8 when the computer program is executed by the processor. ​ 10. A computer-readable storage medium having stored thereon a computer program, characterized in that, The computer program, which is executed by a processor, implements the steps of the method according to any one of claims 1 to 7.

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