Coal mine enterprise power data management method and system based on data sharing

Abstract

The invention discloses a coal mine enterprise power data management method and system based on data sharing, and the method comprises the steps: combining coal mine enterprise power utilization data sources to construct a coal mine enterprise power utilization data set, and building an authorization authentication sharing data transmission protocol; setting a data access stable sharing interface adapted to the authorization and authentication sharing data, and obtaining the authorization and authentication sharing data in the electricity utilization data set of the coal mine enterprise; constructing a coal mine enterprise power data management platform, performing coal mine safety production intelligent analysis on the multi-source coal mine safety production data, and obtaining coal mine illegal production behavior management analysis information; meanwhile, a coal mine illegal production behavior warning report and a coal mine enterprise power management report are generated, and coal mine illegal production behavior warning and coal mine enterprise power management display are carried out. According to the invention, coal mine illegal production behavior warning and coal mine enterprise power management display can be realized, and accurate and timely safety warning of coal mine enterprise power data management can be remarkably improved.

Description

Technical Field

[0001] The present invention relates to the technical field of intelligent analysis of data transmission information, and in particular to a method and system for coal mining enterprise power data management based on data sharing. Background Art

[0002] At present, the collection and application of power data in the information construction of coal mining industry enterprise safety production supervision and inspection is relatively shallow; however, the monitoring and judgment of coal mine production status is relatively weak based on single power data, and the accuracy of model construction is low. Therefore, based on the interactive sharing of data between the power grid big data center and the coal mine supervision and inspection system, how to build a unified data sharing platform, complete the real-time acquisition, transmission, storage and dynamic display of demonstration enterprise power consumption, basic information, safety monitoring, personnel positioning and other data, build a data monitoring platform, and how to realize the monitoring of the transmission status, quality and processing results of the collected data; how to build a coal mine enterprise power consumption data set and shared data transmission protocol, how to stably share data access, how to manage and analyze coal mine illegal and irregular production behaviors for coal mine production data, how to warn of illegal and irregular production behaviors in coal mines and display coal mine enterprise power management and other issues have yet to be solved; therefore, it is necessary to propose a coal mine enterprise power data management platform and method based on data sharing to at least partially solve the problems existing in the existing technology. Summary of the invention

[0003] The purpose of this section is to summarize some aspects of embodiments of the present invention and briefly introduce some preferred embodiments. Some simplifications or omissions may be made in this section and the specification abstract and the invention title of this application to avoid blurring the purpose of this section, the specification abstract and the invention title, and such simplifications or omissions cannot be used to limit the scope of the present invention.

[0004] In view of the above existing problems, the present invention is proposed.

[0005] Therefore, the present invention provides a coal mine enterprise power data management method and system based on data sharing to solve the problem of lack of a unified data sharing platform.

[0006] In order to solve the above technical problems, the present invention provides the following technical solutions:

[0007] In a first aspect, the present invention provides a method for coal mining enterprise power data management based on data sharing, comprising:

[0008] Obtain electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol;

[0009] Based on the authorization and authentication shared data transmission protocol, a stable data access sharing interface adapted to the authorization and authentication shared data is set up to obtain the authorization and authentication shared data in the coal mine enterprise electricity consumption data set;

[0010] Based on the stable data access sharing interface, a coal mine enterprise power data management platform is built to conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines;

[0011] Based on the management analysis information of illegal and irregular production behaviors in coal mines, warning reports on illegal and irregular production behaviors in coal mines and power management reports of coal mine enterprises are generated at the same time, warnings on illegal and irregular production behaviors in coal mines and power management displays of coal mine enterprises are carried out.

[0012] As a preferred solution of the coal mining enterprise power data management method based on data sharing described in the present invention, wherein:

[0013] The method of obtaining the electricity consumption data of coal mining enterprises, combining the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establishing the authorization authentication shared data transmission protocol includes the following steps:

[0014] Through the integration of coal mining enterprise electricity consumption big data, the coal mining enterprise electricity consumption data sources are combined to construct a coal mining enterprise electricity consumption data set;

[0015] Based on the electricity consumption dataset of coal mining enterprises, an authorized and authenticated shared data transmission protocol is established.

[0016] As a preferred solution of the coal mining enterprise power data management method based on data sharing described in the present invention, wherein:

[0017] The method of setting a data access stable sharing interface adapted to the authorized authentication shared data based on the authorized authentication shared data transmission protocol and obtaining the authorized authentication shared data in the coal mine enterprise electricity consumption data set includes the following steps:

[0018] According to the authorization and authentication shared data, a data access stable sharing interface that is adapted to the authorization and authentication shared data is set;

[0019] Through the data access stable sharing interface, access the network to combine the multi-source coal mine safety production data of multiple enterprise data sources;

[0020] The data access stable sharing interface includes: access coding specification, access data range, access data type, access data format, access transmission mode, access transmission frequency and access network transmission monitoring.

[0021] As a preferred solution of the coal mining enterprise power data management method based on data sharing described in the present invention, wherein:

[0022] The method of constructing a coal mine enterprise power data management platform based on a stable data access sharing interface, performing intelligent analysis of coal mine safety production data from multiple sources, and obtaining management analysis information on illegal and irregular production behaviors in coal mines includes the following steps:

[0023] According to the stable data access sharing interface, the data sharing architecture for production situation analysis of coal industry enterprises is set up to build a power data management platform for coal mining enterprises;

[0024] Based on multi-source coal mine production safety data, through the coal mine enterprise power data management platform, the multi-source coal mine production safety data is intelligently analyzed for coal mine safety production, the illegal and irregular production behaviors of coal mines are accurately analyzed, and the management and analysis information of illegal and irregular production behaviors of coal mines is obtained.

[0025] As a preferred solution of the coal mining enterprise power data management method based on data sharing described in the present invention, wherein:

[0026] Based on the management analysis information of illegal and irregular production behaviors of coal mines, a warning report on illegal and irregular production behaviors of coal mines and a power management report of coal mine enterprises are generated at the same time, and warnings on illegal and irregular production behaviors of coal mines and power management displays of coal mine enterprises are performed, including the following steps:

[0027] Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform simultaneously generates a warning report on illegal and irregular production behaviors of coal mines and a power management report on coal mine enterprises;

[0028] Based on the coal mine enterprise power management report and the coal mine illegal and irregular production behavior warning report, the coal mine illegal and irregular production behavior warning and coal mine enterprise power management display are carried out.

[0029] In a second aspect, the present invention provides a coal mine enterprise power data management system based on data sharing, comprising:

[0030] The data sharing security protocol layer is used to obtain the electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol;

[0031] The stable shared interface layer of coal mine enterprises is used to set up a stable shared interface for data access adapted to the authorized and authenticated shared data based on the authorized and authenticated shared data transmission protocol; to obtain the authorized and authenticated shared data in the coal mine enterprise electricity consumption data set;

[0032] The coal mine power data management architecture layer is used to build a coal mine enterprise power data management platform based on a stable data access sharing interface, conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines;

[0033] The production warning power management display layer is used to manage and analyze information on illegal and irregular production behaviors in coal mines, and at the same time generate warning reports on illegal and irregular production behaviors in coal mines and power management reports on coal mine enterprises, to provide warnings on illegal and irregular production behaviors in coal mines and display power management of coal mine enterprises.

[0034] As a preferred solution of the coal mine enterprise power data management system based on data sharing described in the present invention, wherein:

[0035] The data sharing security protocol layer includes:

[0036] The coal mining enterprise data integration module is used to integrate the coal mining enterprise electricity consumption big data and combine the coal mining enterprise electricity consumption data sources to construct the coal mining enterprise electricity consumption data set;

[0037] The shared data transmission protocol module is used to establish an authorized and authenticated shared data transmission protocol based on the electricity consumption data set of the coal mining enterprise.

[0038] As a preferred solution of the coal mine enterprise power data management system based on data sharing described in the present invention, wherein:

[0039] The stable shared interface layer of the coal mining enterprise includes:

[0040] A data access sharing interface module is used to set a data access stable sharing interface adapted to the authorized authentication sharing data according to the authorized authentication sharing data;

[0041] The network-joint coal mine data access module is used to access the multi-source coal mine safety production data of the network-joint multi-enterprise data sources through the data access stable sharing interface;

[0042] As a preferred solution of the coal mine enterprise power data management system based on data sharing described in the present invention, wherein:

[0043] The coal mine power data management architecture layer includes:

[0044] The coal production analysis sharing architecture module sets up the data sharing architecture for coal industry enterprise production situation analysis based on the stable data access sharing interface, and builds a power data management platform for coal mining enterprises;

[0045] The intelligent analysis module for coal mine safety production conducts intelligent analysis of multi-source coal mine safety production data through the coal mine enterprise power data management platform, accurately analyzes illegal and irregular production behaviors in coal mines, and obtains management and analysis information on illegal and irregular production behaviors in coal mines.

[0046] As a preferred solution of the coal mine enterprise power data management system based on data sharing described in the present invention, wherein:

[0047] The production warning power management display layer includes:

[0048] Production warning management report module: Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform generates warning reports on illegal and irregular production behaviors of coal mines and power management reports of coal mine enterprises at the same time;

[0049] The production alarm management display module issues alarms on illegal and irregular production behaviors in coal mines and displays the electricity management of coal mine enterprises based on the electricity management reports of coal mine enterprises and the alarm reports on illegal and irregular production behaviors in coal mines.

[0050] Beneficial effects of the present invention: The present invention is based on a coal mine enterprise power data management platform and method based on data sharing, adopts a data sharing security protocol layer, combines the coal mine enterprise power data sources to construct a coal mine enterprise power data set, and establishes an authorization authentication shared data transmission protocol; the coal mine enterprise stable shared interface layer, according to the authorization authentication shared data transmission protocol, sets a data access stable shared interface adapted to the authorization authentication shared data; obtains the authorization authentication shared data in the coal mine enterprise power data center; the coal mine power data management architecture layer, according to the data access stable shared interface, constructs a coal mine enterprise power data management platform, conducts intelligent analysis of multi-source coal mine production safety data, and obtains management analysis information of illegal and irregular production behaviors in coal mines; the production warning power management display layer, according to the management analysis information of illegal and irregular production behaviors in coal mines, simultaneously generates a coal mine illegal and irregular production behavior warning report and a coal mine enterprise power management report It can report illegal and irregular production behaviors in coal mines and demonstrate the power management of coal mine enterprises; it can collect and apply power data in the information construction of safety production supervision and inspection of coal mine industry enterprises; the accuracy of the monitoring and judgment model of coal mine production status is improved; based on the interactive sharing of data between the power grid big data center and the coal mine supervision and inspection system, a unified data sharing platform is built to complete the real-time acquisition, transmission, storage and dynamic display of demonstration enterprise power consumption, basic information, safety monitoring, personnel positioning and other data, and build a data monitoring platform; realize the monitoring of the transmission status, quality and processing results of the collected data; build a coal mine enterprise power consumption data set and shared data transmission protocol, how to access and share data stably; conduct management analysis of illegal and irregular production behaviors in coal mines on coal mine production data; it can warn of illegal and irregular production behaviors in coal mines and demonstrate the power management of coal mine enterprises, significantly improving the accuracy, timeliness and safety of coal mine enterprise power data management. BRIEF DESCRIPTION OF THE DRAWINGS

[0051] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the following briefly introduces the drawings required for describing the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative labor. Among them:

[0052] Figure 1 A basic flow chart of a method for managing power data of a coal mining enterprise based on data sharing provided by an embodiment of the present invention;

[0053] Figure 2 A schematic diagram of power data of a method for managing power data of a coal mining enterprise based on data sharing provided by an embodiment of the present invention;

[0054] Figure 3 A schematic diagram of statistical data of a method for managing power data of a coal mining enterprise based on data sharing provided by an embodiment of the present invention;

[0055] Figure 4 A schematic diagram of abnormal data of a method for managing power data of a coal mining enterprise based on data sharing provided by an embodiment of the present invention;

[0056] Figure 5 A system overall structure diagram of a coal mine enterprise power data management method based on data sharing provided by one embodiment of the present invention;

[0057] Figure 6 A data sharing security protocol structure diagram in a system of a coal mining enterprise power data management method based on data sharing provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0058] In order to make the above-mentioned purposes, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are described in detail below in conjunction with the drawings of the specification. Obviously, the described embodiments are part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary persons in the art without creative work should fall within the scope of protection of the present invention.

[0059] In the following description, many specific details are set forth to facilitate a full understanding of the present invention, but the present invention may also be implemented in other ways different from those described herein, and those skilled in the art may make similar generalizations without violating the connotation of the present invention. Therefore, the present invention is not limited to the specific embodiments disclosed below.

[0060] Secondly, the term "one embodiment" or "embodiment" as used herein refers to a specific feature, structure, or characteristic that may be included in at least one implementation of the present invention. The term "in one embodiment" that appears in different places in this specification does not necessarily refer to the same embodiment, nor does it refer to a separate or selective embodiment that is mutually exclusive with other embodiments.

[0061] The present invention is described in detail with reference to schematic diagrams. When describing the embodiments of the present invention, for the sake of convenience, the cross-sectional diagrams showing the device structure will not be partially enlarged according to the general scale, and the schematic diagrams are only examples, which should not limit the scope of protection of the present invention. In addition, in actual production, the three-dimensional dimensions of length, width and depth should be included.

[0062] At the same time, in the description of the present invention, it should be noted that the directions or positional relationships indicated by the terms "upper, lower, inner and outer" are based on the directions or positional relationships shown in the drawings, and are only for the convenience of describing the present invention and simplifying the description, rather than indicating or implying that the device or element referred to must have a specific direction, be constructed and operated in a specific direction, and therefore cannot be understood as limiting the present invention. In addition, the terms "first, second or third" are only used for descriptive purposes and cannot be understood as indicating or implying relative importance.

[0063] In the present invention, unless otherwise clearly specified and limited, the terms "install, connect, connect" should be understood in a broad sense, for example: it can be a fixed connection, a detachable connection or an integral connection; it can also be a mechanical connection, an electrical connection or a direct connection, or it can be indirectly connected through an intermediate medium, or it can be the internal communication of two components. For ordinary technicians in this field, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.

[0064] Example 1

[0065] Reference Figure 1-4 , is an embodiment of the present invention, and provides a coal mine enterprise power data management method based on data sharing, comprising:

[0066] S1: Obtain electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol;

[0067] In the embodiment of the present application, the electricity consumption data of coal mining enterprises is obtained, the electricity consumption data sources of coal mining enterprises are combined to construct the electricity consumption data set of coal mining enterprises, and the authorization authentication shared data transmission protocol is established, including the following steps:

[0068] Through the integration of coal mining enterprise electricity consumption big data, the coal mining enterprise electricity consumption data sources are combined to construct a coal mining enterprise electricity consumption data set;

[0069] Based on the electricity consumption dataset of coal mining enterprises, an authorized and authenticated shared data transmission protocol is established.

[0070] In the embodiment of the present application, the coal mining enterprise electricity consumption data set includes: coal mining enterprise electricity real-time data, such as Figure 2 As shown in the figure, the historical data of coal mining enterprises' electricity is as follows Figure 3 As shown in the figure, the abnormal power data of coal mining enterprises is as follows Figure 4 As shown;

[0071] In the embodiment of the present application, the authorization authentication shared data transmission protocol includes: the authorization authentication shared data format, the authorization authentication shared transmission frequency and the authorization authentication shared transmission mode;

[0072] In the embodiment of the present application, according to the coal mine enterprise electricity consumption data set, establishing an authorization authentication shared data transmission protocol includes: according to the coal mine enterprise electricity consumption data set, encrypting the coal mine enterprise electricity consumption data set at multiple levels according to the encryption level, and obtaining the coal mine enterprise electricity consumption data set multi-level encryption set type; performing shared data authorization authentication on the multi-level encryption set type according to the authorization authentication authority, selecting the coal mine enterprise electricity consumption data that has obtained the shared data authorization authentication in the authentication sharing level encryption set type, and constructing a data transmission security path through authorization authentication shared data transmission; according to the data transmission security path, forming a data transmission security path sharing specification standard, and establishing an authorization authentication shared data transmission protocol;

[0073] In the embodiment of the present application, during the authorization and authentication of the shared data transmission protocol, high-level encryption is used to maintain data security during the transmission process to prevent the data from being illegally intercepted or illegally tampered with;

[0074] In the embodiment of the present application, high-level encryption includes: AES encryption or RSA encryption;

[0075] In an embodiment of the present application, during the advanced encryption process, the plaintext data is unequally grouped; wherein the unequal grouping method is confidentially agreed upon by the data encryption end and the data decryption end, and is not transmitted through conventional data transmission communications; and the encrypted data is independently transmitted to the data decryption end; the data decryption end performs unequal grouping decryption according to the agreed unequal grouping method.

[0076] S2: Based on the authorization and authentication shared data transmission protocol, a data access stable sharing interface adapted to the authorization and authentication shared data is set up to obtain the authorization and authentication shared data in the coal mine enterprise electricity consumption data set;

[0077] In the embodiment of the present application, based on the authorization authentication shared data transmission protocol, a data access stable sharing interface adapted to the authorization authentication shared data is set to obtain the authorization authentication shared data in the coal mine enterprise electricity consumption data set, including the following steps:

[0078] According to the authorization and authentication shared data, a data access stable sharing interface that is adapted to the authorization and authentication shared data is set;

[0079] Through the data access stable sharing interface, access the network to combine the multi-source coal mine safety production data of multiple enterprise data sources;

[0080] The data access stable sharing interface includes: access coding specification, access data range, access data type, access data format, access transmission mode, access transmission frequency and access network transmission monitoring.

[0081] S3: Based on the stable data access sharing interface, a coal mine enterprise power data management platform is built to conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines;

[0082] In the embodiment of the present application, based on the data access stable sharing interface, a coal mine enterprise power data management platform is constructed, multi-source coal mine production safety data is intelligently analyzed, and management analysis information of illegal and irregular production behaviors of coal mines is obtained, including the following steps:

[0083] According to the stable data access sharing interface, the data sharing architecture for production situation analysis of coal industry enterprises is set up to build a power data management platform for coal mining enterprises;

[0084] Based on multi-source coal mine production safety data, through the coal mine enterprise power data management platform, the multi-source coal mine production safety data is intelligently analyzed for coal mine safety production, the illegal and irregular production behaviors of coal mines are accurately analyzed, and the management and analysis information of illegal and irregular production behaviors of coal mines is obtained.

[0085] In the embodiment of the present application, according to the data access stable sharing interface, the data sharing architecture for production situation analysis of coal industry enterprises is set up, and the coal mine enterprise power data management platform is constructed, including: adopting a big data distributed network storage architecture to set up a data sharing architecture for production situation analysis of coal industry enterprises; at the same time, when a node fails, the data is restored through a copy mechanism to reduce the impact on the upper application layer; data differences, data quality defects, transmission process noise, data value missing and data conflicts between various coal mine enterprises are pre-processed to build a coal mine enterprise power data management platform;

[0086] In the embodiment of the present application, during the setting of the data sharing architecture for production situation analysis of coal industry enterprises, in the coal mine power data management architecture layer, a machine learning algorithm is used to conduct deep learning on the historical data of the coal industry, and statistical analysis and trend estimation are performed on the data differences, data quality defects, transmission process noise, data value missing and data conflicts between pre-processed coal mine enterprises;

[0087] In the embodiment of the present application, the machine learning algorithm includes: a decision tree algorithm, a random forest algorithm and a neural network algorithm;

[0088] In the embodiment of the present application, the peak, valley and flat electricity demand status corresponding to the historical data of the coal industry is statistically analyzed, and the information data of the historical illegal and irregular behaviors are traced back according to the historical illegal and irregular behaviors, and the information data characteristics of the illegal and irregular sources of the historical illegal and irregular behaviors are traced;

[0089] In the embodiment of the present application, based on the characteristics of the illegal and irregular source information data, an illegal and irregular characteristic warning is issued when any matching illegal and irregular source information data characteristics appear, so as to predict future electricity demand and possible illegal and irregular behaviors.

[0090] S4: Based on the management analysis information of illegal and irregular production behaviors in coal mines, a warning report on illegal and irregular production behaviors in coal mines and a report on power management of coal mine enterprises are generated at the same time, and warnings on illegal and irregular production behaviors in coal mines and a display of power management of coal mine enterprises are provided.

[0091] In the embodiment of the present application, based on the management analysis information of illegal and irregular production behaviors of coal mines, a warning report of illegal and irregular production behaviors of coal mines and a power management report of coal mine enterprises are generated at the same time, and the warning of illegal and irregular production behaviors of coal mines and the power management display of coal mine enterprises are performed, including the following steps:

[0092] Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform simultaneously generates a warning report on illegal and irregular production behaviors of coal mines and a power management report on coal mine enterprises;

[0093] Based on the coal mine enterprise power management report and the coal mine illegal and irregular production behavior warning report, the coal mine illegal and irregular production behavior warning and coal mine enterprise power management display are carried out.

[0094] It should be noted that the present invention can collect and apply power data in the information construction of safety production supervision and inspection of coal mining industry enterprises; improve the accuracy of the monitoring and analysis model of coal mine production status; build a unified data sharing platform based on the interactive sharing of data between the power grid big data center and the coal mine supervision and inspection system, complete the real-time acquisition, transmission, storage and dynamic display of demonstration enterprise power consumption, basic information, safety monitoring, personnel positioning and other data, and build a data monitoring platform; realize the monitoring of the transmission status, quality and processing results of the collected data; construct a coal mine enterprise power consumption data set and shared data transmission protocol, and how to access and share data stably; conduct management analysis of coal mine illegal and irregular production behavior on coal mine production data; can warn of illegal and irregular production behavior in coal mines and display power management of coal mine enterprises, and significantly improve the accurate, timely and safe warning of power data management of coal mine enterprises.

[0095] This embodiment also provides a coal mine enterprise power data management system based on data sharing, including:

[0096] The data sharing security protocol layer is used to obtain the electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol;

[0097] The stable shared interface layer of coal mine enterprises is used to set up a data access stable shared interface adapted to the authorized and authenticated shared data based on the authorized and authenticated shared data transmission protocol; to obtain the authorized and authenticated shared data in the coal mine enterprise electricity consumption data set;

[0098] The coal mine power data management architecture layer is used to build a coal mine enterprise power data management platform based on a stable data access sharing interface, conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines;

[0099] The production warning power management display layer is used to manage and analyze information on illegal and irregular production behaviors in coal mines, and at the same time generate warning reports on illegal and irregular production behaviors in coal mines and power management reports on coal mine enterprises, to provide warnings on illegal and irregular production behaviors in coal mines and display power management of coal mine enterprises.

[0100] In the embodiment of the present application, the data sharing security protocol layer includes:

[0101] The coal mining enterprise data integration module is used to integrate the coal mining enterprise electricity consumption big data and combine the coal mining enterprise electricity consumption data sources to construct the coal mining enterprise electricity consumption data set;

[0102] The shared data transmission protocol module is used to establish an authorized and authenticated shared data transmission protocol based on the electricity consumption data set of the coal mining enterprise.

[0103] In the embodiment of the present application, the coal mining enterprise stably shares the interface layer, including:

[0104] A data access sharing interface module is used to set a data access stable sharing interface adapted to the authorized authentication sharing data according to the authorized authentication sharing data;

[0105] The network-joint coal mine data access module is used to access the multi-source coal mine safety production data of the network-joint multi-enterprise data sources through the data access stable sharing interface;

[0106] In the embodiment of the present application, the coal mine power data management architecture layer includes:

[0107] The coal production analysis sharing architecture module sets up the data sharing architecture for coal industry enterprise production situation analysis based on the stable data access sharing interface, and builds a power data management platform for coal mining enterprises;

[0108] The intelligent analysis module for coal mine safety production conducts intelligent analysis of multi-source coal mine safety production data through the coal mine enterprise power data management platform, accurately analyzes illegal and irregular production behaviors in coal mines, and obtains management and analysis information on illegal and irregular production behaviors in coal mines.

[0109] In the embodiment of the present application, the production warning power management display layer includes:

[0110] Production warning management report module: Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform generates warning reports on illegal and irregular production behaviors of coal mines and power management reports of coal mine enterprises at the same time;

[0111] The production alarm management display module issues alarms on illegal and irregular production behaviors in coal mines and displays the electricity management of coal mine enterprises based on the electricity management reports of coal mine enterprises and the alarm reports on illegal and irregular production behaviors in coal mines.

[0112] Example 2

[0113] Reference Figure 5-6 , is an embodiment of the present invention, which provides a coal mine enterprise power data management system based on data sharing, such as Figure 5 As shown, it includes: data sharing security protocol layer, coal mine enterprise stable sharing interface layer, coal mine power data management architecture layer, and production alarm power management display layer.

[0114] In the embodiment of the present application, the data sharing security protocol layer combines the electricity consumption data sources of coal mining enterprises to construct a coal mining enterprise electricity consumption data set, and establishes an authorized and authenticated shared data transmission protocol.

[0115] In the embodiments of the present application, Figure 6As shown in the figure, the data sharing security protocol layer includes a coal mine enterprise data integration module and a shared data transmission protocol module, wherein the coal mine enterprise data integration module integrates the coal mine enterprise electricity consumption big data, combines the coal mine enterprise electricity consumption data sources to construct a coal mine enterprise electricity consumption data set. The shared data transmission protocol module establishes an authorized authentication shared data transmission protocol based on the coal mine enterprise electricity consumption data set. The coal mine enterprise electricity consumption data set includes: coal mine enterprise electricity real-time data, coal mine enterprise electricity historical data, coal mine enterprise electricity abnormal data; the authorized authentication shared data transmission protocol includes: authorized authentication shared data format, authorized authentication shared transmission frequency and authorized authentication shared transmission method. According to the electricity consumption data set of coal mining enterprises, establishing an authorization and authentication shared data transmission protocol includes: according to the electricity consumption data set of coal mining enterprises, encrypting the electricity consumption data set of coal mining enterprises at multiple levels according to the encryption level, and obtaining the multi-level encryption collection type of the electricity consumption data set of coal mining enterprises; performing shared data authorization authentication on the multi-level encryption collection type according to the authorization authentication authority, selecting the electricity consumption data of coal mining enterprises that has obtained the shared data authorization authentication in the authentication sharing level encryption collection type, and constructing a data transmission security path through authorization authentication shared data transmission; according to the data transmission security path, forming a data transmission security path sharing specification standard, and establishing an authorization and authentication shared data transmission protocol. In an embodiment of the present application, the shared data transmission protocol module includes, according to the coal mine enterprise electricity consumption data set, multi-level encryption of the coal mine enterprise electricity consumption data set according to the encryption level, obtaining the multi-level encryption set type of the coal mine enterprise electricity consumption data set; performing shared data authorization authentication on the multi-level encryption set type according to the authorization authentication authority, selecting the coal mine enterprise electricity consumption data that has obtained the shared data authorization authentication in the authentication sharing level encryption set type, and constructing a data transmission security path through authorization authentication shared data transmission; according to the data transmission security path, forming a data transmission security path sharing specification standard, and establishing an authorization authentication shared data transmission protocol; in the process of authorization authentication shared data transmission protocol, high-level encryption is used to maintain data security during transmission to prevent data from being illegally intercepted or illegally tampered with; high-level encryption includes: AES encryption or RSA encryption; in the high-level encryption process, the plaintext data is unequally grouped; wherein the unequal grouping method is confidentially agreed upon by the data encryption end and the data decryption end, and is not transmitted through conventional data transmission communication; and the encrypted data is independently transmitted to the data decryption end; the data decryption end performs unequal grouping decryption according to the agreed unequal grouping method.

[0116] In the embodiment of the present application, the stable shared interface layer of the coal mining enterprise sets a data access stable shared interface adapted to the authorized and authenticated shared data according to the authorized and authenticated shared data transmission protocol; and obtains the authorized and authenticated shared data in the coal mining enterprise electricity consumption data set.

[0117] In the embodiment of the present application, the stable sharing interface layer of the coal mine enterprise includes a data access sharing interface module and a network-joint coal mine data access module, wherein the data access sharing interface module sets a data access stable sharing interface adapted to the authorized authentication sharing data according to the authorized authentication sharing data. The network-joint coal mine data access module accesses the multi-source coal mine safety production data of the network-joint multi-enterprise data source through the data access stable sharing interface; the data access stable sharing interface includes: access coding specification, access data range, access data type, access data format, access transmission mode, access transmission frequency and access network transmission monitoring.

[0118] In the embodiment of the present application, the coal mine power data management architecture layer builds a coal mine enterprise power data management platform based on the data access stable sharing interface, performs intelligent analysis of coal mine safety production data from multiple sources, and obtains management analysis information on illegal and irregular production behaviors in coal mines;

[0119] In the embodiment of the present application, the coal mine power data management architecture layer includes a coal production analysis sharing architecture module and a coal mine safety production intelligent analysis module, wherein the coal production analysis sharing architecture module, according to the data access stable sharing interface, performs the coal industry enterprise production situation analysis data sharing architecture setting, and constructs the coal mine enterprise power data management platform. The coal mine safety production intelligent analysis module, according to the multi-source coal mine safety production data, through the coal mine enterprise power data management platform, performs coal mine safety production intelligent analysis on the multi-source coal mine safety production data, accurately analyzes the illegal and irregular production behavior of coal mines, and obtains the management analysis information of the illegal and irregular production behavior of coal mines. According to the data access stable sharing interface, the coal industry enterprise production situation analysis data sharing architecture setting is performed, and the coal mine enterprise power data management platform is constructed, including: adopting a big data distributed network storage architecture to perform the coal industry enterprise production situation analysis data sharing architecture setting; at the same time, the data is restored through a copy mechanism when a node fails, reducing the impact on the upper application layer; pre-processing the data differences, data quality defects, transmission process noise, data value missing and data conflicts between multiple coal mine enterprises, and constructing a coal mine enterprise power data management platform. During the process of setting up the data sharing architecture for production situation analysis of coal industry enterprises, in the coal mine power data management architecture layer, the historical data of the coal industry are deeply learned through machine learning algorithms, and statistical analysis and trend estimation are performed on the data differences, data quality defects, transmission process noise, missing data values ​​and data conflicts between pre-processed coal mine enterprises; machine learning algorithms include: decision tree algorithm, random forest algorithm and neural network algorithm; statistical analysis is performed on the peak, valley and flat power demand status corresponding to the historical data of the coal industry, and the information data of historical violations of laws and regulations are traced back according to historical violations of laws and regulations, and the information data characteristics of the sources of violations of laws and regulations of historical violations of laws and regulations are traced; according to the information data characteristics of the sources of violations of laws and regulations, when any matching information data characteristics of the sources of violations of laws and regulations appear, an early warning of violations of laws and regulations is issued to predict future power demand and possible violations of laws and regulations.

[0120] In the embodiment of the present application, the production warning power management display layer generates a coal mine illegal and irregular production behavior warning report and a coal mine enterprise power management report based on the coal mine illegal and irregular production behavior management analysis information, and performs coal mine illegal and irregular production behavior warnings and coal mine enterprise power management displays.

[0121] In the embodiment of the present application, the production warning power management display layer includes a production warning management report module and a production warning management display module, wherein the production warning management report module generates a warning report on illegal and irregular production behavior of coal mines and a power management report on coal mine enterprises based on the management and analysis information of illegal and irregular production behavior of coal mines, and the power data management platform of coal mine enterprises generates the warning report on illegal and irregular production behavior of coal mines and the power management report on coal mine enterprises at the same time. The production warning management display module performs warning on illegal and irregular production behavior of coal mines and displays power management of coal mine enterprises based on the power management report on coal mine enterprises and the warning report on illegal and irregular production behavior of coal mines.

[0122] It should be noted that the present invention can collect and apply power data in the information construction of safety production supervision and inspection of coal mining industry enterprises; improve the accuracy of the monitoring and judgment model of coal mine production status; build a unified data sharing platform based on the interactive sharing of data between the power grid big data center and the coal mine supervision and inspection system, complete the real-time acquisition, transmission, storage and dynamic display of demonstration enterprise power consumption, basic information, safety monitoring, personnel positioning and other data, and build a data monitoring platform; realize the monitoring of the transmission status, quality and processing results of the collected data; build a coal mine enterprise power consumption data set and shared data transmission protocol, data access stable sharing; Production data can be used to manage and analyze illegal and irregular production behaviors in coal mines; it can warn of illegal and irregular production behaviors in coal mines and display the power management of coal mine enterprises, significantly improving the accuracy, timeliness and safety of power data management in coal mine enterprises; in the continuous advancement of the production process of coal mine enterprises, it can adapt to data timeliness, eliminate data differences between enterprises, and improve data quality; the platform collects data to eliminate various defects; during the push, transmission and reception of data, it reduces noise, supplements missing data values, and eliminates data conflicts; the preprocessing of big data mainly includes data cleaning, data integration, data reduction and data conversion, which can improve the overall quality of big data and also It is the embodiment of the quality of the big data process; data cleaning: inconsistency detection, noise data identification, data filtering and correction, etc., to improve the consistency, accuracy, authenticity and availability of data; data integration: integrate data from multiple data sources to form a centralized and unified database, data cube, etc. This process is conducive to improving the integrity, consistency, security and availability of big data; data reduction: reduce the size of the data set without compromising the accuracy of the analysis results, including dimension reduction, data reduction, data sampling, etc., to improve the value density of big data, that is, to improve the value of big data storage; data conversion: processing includes rule-based or metadata-based conversion, model-based and learning-based conversion and other technologies, which can achieve data unification through conversion and improve the consistency and availability of big data; data quality monitoring visualization: based on the data quality dynamic monitoring and analysis model, the stability and integrity of the access data are monitored in real time, and the monitoring and analysis results are displayed through a visualization page, dynamically viewing the current transmission status, access data volume, number of accessed coal mining enterprises, data qualification rate, enterprise data stability analysis, etc., tracing back to review the historical data access situation, and providing data verification support for model research and system development in this project.

[0123] Through the above description of the implementation methods, the technicians in the relevant field can clearly understand that the present invention can be implemented by means of software and necessary general hardware, and of course can also be implemented by hardware, but in many cases the former is a better implementation method. Based on such an understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as a computer floppy disk, read-only memory (ReadOnly, Memory, ROM), random access memory (RandomAccess Memory, RAM), flash memory (FLASH), hard disk or optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, server, or network device, etc.) to perform the methods of various embodiments of the present invention.

[0124] It should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical solutions of the present invention may be modified or replaced by equivalents without departing from the spirit and scope of the technical solutions of the present invention, which should all be included in the scope of the claims of the present invention.

Claims

1. A coal mine enterprise power data management method based on data sharing, characterized in that: include: Obtain electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol; Based on the authorization and authentication shared data transmission protocol, a stable data access sharing interface adapted to the authorization and authentication shared data is set up to obtain the authorization and authentication shared data in the coal mine enterprise electricity consumption data set; Based on the stable data access sharing interface, a coal mine enterprise power data management platform is built to conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines; Based on the management analysis information of illegal and irregular production behaviors in coal mines, warning reports on illegal and irregular production behaviors in coal mines and power management reports of coal mine enterprises are generated at the same time, warnings on illegal and irregular production behaviors in coal mines and power management displays of coal mine enterprises are carried out.

2. The method for coal mining enterprise power data management based on data sharing according to claim 1, characterized in that: The method of obtaining the electricity consumption data of coal mining enterprises, combining the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establishing the authorization authentication shared data transmission protocol includes the following steps: Through the integration of coal mining enterprise electricity consumption big data, the coal mining enterprise electricity consumption data sources are combined to construct a coal mining enterprise electricity consumption data set; Based on the electricity consumption dataset of coal mining enterprises, an authorized and authenticated shared data transmission protocol is established.

3. The coal mining enterprise power data management method based on data sharing according to claim 1 or 2, characterized in that: The method of setting a data access stable sharing interface adapted to the authorized authentication shared data based on the authorized authentication shared data transmission protocol and obtaining the authorized authentication shared data in the coal mine enterprise electricity consumption data set includes the following steps: According to the authorization and authentication shared data, a data access stable sharing interface that is adapted to the authorization and authentication shared data is set; Through the data access stable sharing interface, access the network to combine the multi-source coal mine safety production data of multiple enterprise data sources; The data access stable sharing interface includes: access coding specification, access data range, access data type, access data format, access transmission mode, access transmission frequency and access network transmission monitoring.

4. The method for managing power data of coal mining enterprises based on data sharing according to claim 3, characterized in that: The method of constructing a coal mine enterprise power data management platform based on a stable data access sharing interface, performing intelligent analysis of coal mine safety production data from multiple sources, and obtaining management analysis information on illegal and irregular production behaviors in coal mines includes the following steps: According to the stable data access sharing interface, the data sharing architecture for production situation analysis of coal industry enterprises is set up to build a power data management platform for coal mining enterprises; Based on multi-source coal mine production safety data, through the coal mine enterprise power data management platform, the multi-source coal mine production safety data is intelligently analyzed for coal mine safety production, the illegal and irregular production behaviors of coal mines are accurately analyzed, and the management and analysis information of illegal and irregular production behaviors of coal mines is obtained.

5. The method for coal mining enterprise power data management based on data sharing as claimed in claim 4 is characterized in that: Based on the management analysis information of illegal and irregular production behaviors of coal mines, a warning report on illegal and irregular production behaviors of coal mines and a power management report of coal mine enterprises are generated at the same time, and warnings on illegal and irregular production behaviors of coal mines and power management displays of coal mine enterprises are performed, including the following steps: Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform simultaneously generates a warning report on illegal and irregular production behaviors of coal mines and a power management report on coal mine enterprises; According to the coal mine enterprise power management report and the coal mine illegal and irregular production behavior warning report, the coal mine illegal and irregular production behavior warning and coal mine enterprise power management display are carried out.

6. A system based on the coal mining enterprise power data management method based on data sharing according to claim 1, characterized in that: The data sharing security protocol layer is used to obtain the electricity consumption data of coal mining enterprises, combine the electricity consumption data sources of coal mining enterprises to construct the electricity consumption data set of coal mining enterprises, and establish the authorization and authentication shared data transmission protocol; The stable shared interface layer of coal mining enterprises is used to set up a data access stable shared interface that adapts to the authorized and authenticated shared data based on the authorized and authenticated shared data transmission protocol; Obtain the centralized authorization and authentication shared data of coal mining enterprise electricity consumption data; The coal mine power data management architecture layer is used to build a coal mine enterprise power data management platform based on a stable data access sharing interface, conduct intelligent analysis of coal mine safety production data from multiple sources, and obtain management and analysis information on illegal and irregular production behaviors in coal mines; The production warning power management display layer is used to manage and analyze information on illegal and irregular production behaviors in coal mines, and at the same time generate warning reports on illegal and irregular production behaviors in coal mines and power management reports on coal mine enterprises, to provide warnings on illegal and irregular production behaviors in coal mines and display power management of coal mine enterprises.

7. The coal mine enterprise power data management system based on data sharing as claimed in claim 6, characterized in that: The data sharing security protocol layer includes: The coal mining enterprise data integration module is used to integrate the coal mining enterprise electricity consumption big data and combine the coal mining enterprise electricity consumption data sources to construct the coal mining enterprise electricity consumption data set; The shared data transmission protocol module is used to establish an authorized and authenticated shared data transmission protocol based on the electricity consumption data set of the coal mining enterprise.

8. The coal mine enterprise power data management system based on data sharing as claimed in claim 7, characterized in that: The stable shared interface layer of the coal mining enterprise includes: A data access sharing interface module is used to set a data access stable sharing interface adapted to the authorized authentication sharing data according to the authorized authentication sharing data; The network-joint coal mine data access module is used to access the multi-source coal mine safety production data of the network-joint multi-enterprise data sources through a stable data access sharing interface.

9. The coal mine enterprise power data management system based on data sharing as claimed in claim 8, characterized in that: The coal mine power data management architecture layer includes: The coal production analysis sharing architecture module sets up the data sharing architecture for coal industry enterprise production situation analysis based on the stable data access sharing interface, and builds a power data management platform for coal mining enterprises; The intelligent analysis module for coal mine safety production conducts intelligent analysis of multi-source coal mine safety production data through the coal mine enterprise power data management platform, accurately analyzes illegal and irregular production behaviors in coal mines, and obtains management and analysis information on illegal and irregular production behaviors in coal mines.

10. The coal mine enterprise power data management system based on data sharing according to claim 9, characterized in that: The production warning power management display layer includes: Production warning management report module: Based on the management and analysis information of illegal and irregular production behaviors of coal mines, the coal mine enterprise power data management platform generates warning reports on illegal and irregular production behaviors of coal mines and power management reports of coal mine enterprises at the same time; The production alarm management display module issues alarms on illegal and irregular production behaviors in coal mines and displays the electricity management of coal mine enterprises based on the electricity management reports of coal mine enterprises and the alarm reports on illegal and irregular production behaviors in coal mines.

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