Environment-friendly engineering equipment energy-saving regulation and control system based on data analysis

Abstract

The invention belongs to the field of energy-saving regulation and control of environmental protection equipment, relates to a data analysis technology, and aims to solve the problem that parameter setting tendency analysis cannot be performed according to user requirements in the prior art, in particular to an energy-saving regulation and control system of environmental protection engineering equipment based on data analysis. The energy-saving regulation and control platform is in communication connection with a regulation and control test module, a test analysis module, an operation control module and a database; the regulation and control test module is used for performing energy-saving regulation and control test analysis on the environmental protection engineering equipment; the test analysis module is used for analyzing the test data of the environmental protection engineering equipment and obtaining an optimized data set of a test object, and sending the optimized data set of the test object to the database for storage; according to the invention, energy-saving regulation and control testing can be carried out on environmental protection engineering equipment, numerical values of a plurality of groups of test parameters are generated for a test object, a test process is generated, equipment operation data in the test process is extracted, and data support is provided for a test data analysis process.

Description

Technical Field

[0001] The present invention belongs to the field of energy-saving control of environmental protection equipment, relates to data analysis technology, and specifically is an energy-saving control system for environmental protection engineering equipment based on data analysis. Background Art

[0002] Environmental protection equipment refers to mechanical products, structures and systems manufactured and built by production units or construction installation units for controlling environmental pollution and improving environmental quality. In the design and manufacturing process of environmental protection equipment, more and more attention is paid to energy efficiency, and intelligence and diversification are achieved to meet the needs of different environmental issues.

[0003] The invention patent with announcement number CN117170296B discloses an energy-saving environmental protection equipment collaborative synchronous control system and method. The synchronous control system provides users with a monitoring and adjustment interface for the system, allowing users to understand the status of exhaust gas treatment in real time and make adjustments to reasonably adjust the power and operating parameters of the environmental protection equipment to ensure the neutralization effect of the exhaust gas to meet environmental protection standards and reduce the impact on the environment; however, the synchronous control system cannot perform parameter setting tendency analysis according to user needs, resulting in a single control mode that cannot meet the needs of different users, nor can it take into account its operating efficiency and energy consumption control, and its applicability is not high.

[0004] In view of the above technical problems, this application proposes a solution. Summary of the invention

[0005] The purpose of the present invention is to provide an energy-saving control system for environmental protection engineering equipment based on data analysis, which is used to solve the problem that the prior art cannot perform parameter setting tendency analysis according to user needs; The technical problem to be solved by the present invention is: how to provide an energy-saving control system for environmental protection engineering equipment based on data analysis that can perform parameter setting tendency analysis according to user needs.

[0006] The purpose of the present invention can be achieved through the following technical solutions: An energy-saving control system for environmental engineering equipment based on data analysis, comprising an energy-saving control platform, wherein the energy-saving control platform is communicatively connected with a control test module, a test analysis module, an operation control module and a database; The control test module is used to perform energy-saving control test analysis on environmental protection engineering equipment: mark the environmental protection engineering equipment to be tested and analyzed for energy-saving control as a test object, mark the control parameters of the test object as test parameters CSi, i=1, 2, ..., n, n is a positive integer, obtain the setting range SZi of the test parameter CSi of the test object, randomly select a value from the setting range SZi and mark it as a matching value PPi, and generate a test process and a test data set according to the matching value PPi; let the test object stand for L2 minutes and then generate a new test process and test parameter set again until the number of test processes and test parameter sets reaches L3; The test analysis module is used to analyze the test data of the environmental protection engineering equipment and obtain an optimized data set of the test object, and send the optimized data set of the test object to the database for storage; The operation control module is used to perform operation control analysis on environmental protection engineering equipment: before the test object runs, the user can select a control mode for it, and the control modes include energy consumption priority mode, processing priority mode and comprehensive priority mode. When the user does not select a control mode, the control mode is randomly assigned to the test object.

[0007] Furthermore, the process of generating the test process and the test parameter set includes: setting the test parameter CSi of the test object to the matching value PPi, putting the test object into use and forming a test process with a duration of L1 minutes, marking the power consumption of the test object during the test process as energy consumption data, marking the pollutant treatment amount of the test object during the test process as treatment data, and the test parameter set of the test process is composed of the energy consumption data, treatment data and the matching value PPi corresponding to all test parameters CSi.

[0008] Furthermore, the specific process of the test analysis module analyzing the test data of the environmental protection engineering equipment includes: arranging the test processes in order of energy consumption data from small to large to obtain an energy consumption sequence, and arranging the test processes in order of processing data from large to small to obtain a processing sequence; marking the sum of the sequence number of the test process in the energy consumption sequence and the sequence number of the processing sequence as the comprehensive value of the test process, and arranging the test processes in order of the comprehensive value from small to large to obtain a comprehensive sequence; respectively intercepting the first M1 test processes in the energy consumption sequence, the processing sequence and the comprehensive sequence to form an energy consumption control set, a processing control set and a comprehensive control set.

[0009] Furthermore, the process of obtaining the optimized data set includes: the energy consumption control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the energy consumption control set, the processing control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the processing control set, and the comprehensive control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the comprehensive control set; the energy consumption control interval, the processing control interval and the comprehensive control interval constitute the optimized data set of the test object.

[0010] Furthermore, the specific process of using the energy consumption priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the energy consumption control range in the optimized data set; the specific process of using the processing priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control range in the optimized data set; the specific process of using the comprehensive priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control range of the optimized data set.

[0011] Furthermore, the energy-saving control platform is also communicatively connected to a control analysis module, which is used to analyze the control status of environmental protection engineering equipment: generate an analysis cycle, and at the end of the analysis cycle, mark the test object operation process that adopts energy consumption priority mode, processing priority mode and comprehensive priority mode for operation control during the analysis cycle as energy consumption control process, processing control process and comprehensive control process respectively, and obtain the energy consumption weight value NQ, processing weight value LQ and comprehensive weight value ZQ at the end of the analysis cycle; set the randomly selected weights of the energy consumption priority mode, processing priority mode and comprehensive priority mode in the next analysis cycle to the energy consumption weight value NQ, the processing weight value CQ and the comprehensive weight value ZQ respectively.

[0012] Furthermore, the process of obtaining the energy consumption weight value NQ, the processing weight value LQ and the comprehensive weight value ZQ includes: marking the number of failures of the test object within the analysis period as the failure value, marking the number of failures of the test object in the energy consumption control process, the processing control process and the comprehensive control process as energy consumption failure data, processing failure data and comprehensive failure data respectively, marking the ratios of the energy consumption failure data, the processing failure data, the comprehensive failure data and the failure value as the energy consumption failure coefficient NG, the processing failure coefficient CG and the comprehensive failure coefficient ZG respectively, and obtaining the energy consumption weight value NQ, the processing weight value CQ and the comprehensive weight value ZQ respectively by the formula NQ=(1-NG) / 2, the formula CQ=(1-CG) / 2 and the formula ZQ=(1-ZG) / 2.

[0013] The present invention has the following beneficial effects: 1. The control test module can be used to perform energy-saving control tests on environmental protection engineering equipment, generate several sets of test parameter values ​​for the test object and generate the test process, extract the equipment operation data during the test process, and provide data support for the test data analysis process based on the composed test data set; 2. The test analysis module can analyze the test data of environmental protection engineering equipment and generate energy consumption control sets, processing control sets and comprehensive control sets. The test parameters of the test process in the energy consumption control sets, processing control sets and comprehensive control sets are processed to form corresponding control intervals, and then diversified parameter settings can be made from the perspective of user needs, so that the environmental protection engineering equipment can have a tendency to be efficient or energy-saving during operation; 3. The operation control module can be used to analyze the operation control of environmental protection engineering equipment and provide multiple control modes for environmental protection engineering equipment. Users can choose the control mode by themselves and control the operation of environmental protection engineering equipment from the perspective of high efficiency, energy saving or both, so that the equipment operation tendency is consistent with user needs and the applicability of the equipment is improved; 4. The control analysis module can be used to analyze the control status of environmental protection engineering equipment, analyze the random selection priority of different control modes from the perspective of equipment operation abnormalities, and finally set the random selection weight of the next analysis cycle according to the corresponding weight value. When the user does not make an independent choice of the control mode, the probability of equipment operation failure is reduced. BRIEF DESCRIPTION OF THE DRAWINGS

[0014] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. 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 paying creative work.

[0015] Figure 1 is a system block diagram of Embodiment 1 of the present invention; Figure 2 is a system block diagram of Embodiment 2 of the present invention; Figure 3 This is a method flow chart of embodiment 3 of the present invention. DETAILED DESCRIPTION

[0016] The technical solution of the present invention will be clearly and completely described below in conjunction with the embodiments. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0017] Embodiment 1: Figure 1 As shown, an energy-saving control system for environmental protection engineering equipment based on data analysis includes an energy-saving control platform, which is communicatively connected to a control test module, a test analysis module, an operation control module and a database.

[0018] The control test module is used to perform energy-saving control test and analysis on environmental protection engineering equipment: mark the environmental protection engineering equipment to be tested and analyzed for energy-saving control as a test object, mark the control parameters of the test object as test parameters CSi, i=1, 2, ..., n, n is a positive integer, obtain the setting range SZi of the test parameter CSi of the test object, randomly select a value from the setting range SZi and mark it as a matching value PPi, set the test parameter CSi of the test object to the matching value PPi, put the test object into use and form a test process with a duration of L1 minutes, mark the power consumption of the test object during the test process as energy consumption data, mark the pollutant treatment amount of the test object during the test process as treatment data, and the energy consumption data, treatment data and the matching values ​​PPi corresponding to all test parameters CSi constitute a test parameter set for the test process; After the test object is left to stand for L2 minutes, a new test process and test parameter set are generated again until the number of test processes and test parameter sets reaches L3; L1, L2 and L3 are all numerical constants, and the specific values ​​of L1, L2 and L3 are set by the management personnel; several sets of test parameter values ​​are generated for the test object and a test process is generated, the equipment operation data during the test process is extracted, and data support is provided for the test data analysis process based on the composed test data set.

[0019] The test analysis module is used to analyze the test data of environmental protection engineering equipment: arrange the test processes in the order of energy consumption data from small to large to obtain an energy consumption sequence, and arrange the test processes in the order of processing data from large to small to obtain a processing sequence; mark the sum of the sequence number of the test process in the energy consumption sequence and the sequence number of the processing sequence as the comprehensive value of the test process, and arrange the test processes in the order of the comprehensive value from small to large to obtain a comprehensive sequence; intercept the energy consumption sequence, processing sequence and the front M1 test processes in the comprehensive sequence respectively and form an energy consumption control set, a processing control set and a comprehensive control set, M1 is a numerical constant, the specific value of M1 is set by the management personnel, and M1 <L3; The energy consumption control interval of the test parameter CSi is formed by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the energy consumption control set, the processing control interval of the test parameter CSi is formed by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the processing control set, and the comprehensive control interval of the test parameter CSi is formed by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the comprehensive control set; the energy consumption control interval, the processing control interval and the comprehensive control interval constitute the optimized data set of the test object, and the optimized data set of the test object is sent to the database for storage; the test data of the environmental protection engineering equipment is analyzed and the energy consumption control set, the processing control set and the comprehensive control set are generated, the test parameters of the test processes in the energy consumption control set, the processing control set and the comprehensive control set are processed to form corresponding control intervals, and then diversified parameter settings can be made from the perspective of user needs, so that the environmental protection engineering equipment can have a tendency to be efficient or energy-saving during operation.

[0020] The operation control module is used to perform operation control analysis on environmental protection engineering equipment: before the test object is operated, the user can select a control mode for it, which includes energy consumption priority mode, processing priority mode and comprehensive priority mode. If the user does not select a control mode, the control mode is randomly assigned to the test object; The specific process of using the energy consumption priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the energy consumption control interval in the optimized data set; The specific process of using the processing priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control interval in the optimized data set; The specific process of using the comprehensive priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control interval of the optimized data set; Provide multiple control modes for environmental protection engineering equipment. Users can choose the control mode by themselves and control the operation of environmental protection engineering equipment from the perspective of high efficiency, energy saving or both, so that the equipment operation tendency is in line with user needs and the applicability of the equipment is improved.

[0021] Embodiment 2: Figure 2 As shown, the energy-saving control platform is also communicatively connected to a control analysis module, which is used to analyze the control status of environmental protection engineering equipment: generate an analysis cycle, and at the end of the analysis cycle, mark the test object operation process that adopts energy consumption priority mode, processing priority mode and comprehensive priority mode for operation control within the analysis cycle as energy consumption control process, processing control process and comprehensive control process respectively.

[0022] The number of failures of the test object within the analysis cycle is marked as the failure value, the number of failures of the test object in the energy consumption control process, the processing control process and the comprehensive control process is marked as energy consumption failure data, processing failure data and comprehensive failure data respectively, and the ratios of energy consumption failure data, processing failure data and comprehensive failure data to the failure value are marked as energy consumption failure coefficient NG, processing failure coefficient CG and comprehensive failure coefficient ZG respectively. The energy consumption weight value NQ, processing weight value CQ and comprehensive weight value ZQ are obtained by formula NQ=(1-NG) / 2, formula CQ=(1-CG) / 2 and formula ZQ=(1-ZG) / 2 respectively; the random selection weights of the energy consumption priority mode, processing priority mode and comprehensive priority mode in the next analysis cycle are set to the energy consumption weight value NQ, processing weight value CQ and comprehensive weight value ZQ respectively; the random selection priority of different control modes is analyzed from the perspective of equipment operation abnormality, and finally the random selection weight of the next analysis cycle is set according to the corresponding weight value, so as to reduce the probability of equipment operation failure when the user does not make an independent selection of the control mode.

[0023] Embodiment 3: Figure 2 As shown, a method for energy-saving control of environmental protection engineering equipment based on data analysis includes the following steps: Step 1: Perform energy-saving regulation test analysis on environmental protection engineering equipment: mark the environmental protection engineering equipment to be tested and analyzed for energy-saving regulation as a test object, set the test parameter CSi of the test object to the matching value PPi, put the test object into use and form a test process with a duration of L1 minutes; Step 2: Analyze the test data of environmental protection engineering equipment and obtain energy consumption sequence, processing sequence and comprehensive sequence, intercept and process the energy consumption sequence, processing sequence and comprehensive sequence and generate optimized data set of the test object; Step 3: Conduct operation control analysis on environmental protection engineering equipment: Before the test object is operated, set the control mode for the test object in a user-selected or randomly assigned manner, and set the test parameter CSi of the test object according to the control mode; Step 4: Analyze the control status of environmental protection engineering equipment: generate an analysis cycle, obtain the energy consumption weight value NQ, processing weight value CQ and comprehensive weight value ZQ at the end of the analysis cycle, and set the random selection weights of the energy consumption priority mode, processing priority mode and comprehensive priority mode of the next analysis cycle according to the energy consumption weight value NQ, processing weight value CQ and comprehensive weight value ZQ.

[0024] An energy-saving control system for environmental engineering equipment based on data analysis, when working, marks the environmental engineering equipment for energy-saving control test analysis as a test object, sets the test parameter CSi of the test object to a matching value PPi, puts the test object into use and forms a test process with a duration of L1 minutes; analyzes the test data of the environmental engineering equipment and obtains an energy consumption sequence, a processing sequence and a comprehensive sequence, intercepts and processes the energy consumption sequence, the processing sequence and the comprehensive sequence and generates an optimized data set for the test object; before the test object runs, sets a control mode for the test object in a user-selected manner or a randomly assigned manner, and sets a value for the test parameter CSi of the test object according to the control mode; generates an analysis cycle, obtains an energy consumption weight value NQ, a processing weight value CQ and a comprehensive weight value ZQ at the end of the analysis cycle, and sets the random selection weights of the energy consumption priority mode, the processing priority mode and the comprehensive priority mode of the next analysis cycle according to the energy consumption weight value NQ, the processing weight value CQ and the comprehensive weight value ZQ.

[0025] In the description of this specification, the description with reference to the terms "one embodiment", "example", "specific example", etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described can be combined in any one or more embodiments or examples in a suitable manner.

[0026] The preferred embodiments of the present invention disclosed above are only used to help explain the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to only specific implementation methods. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well.

Claims

1. An energy-saving control system for environmental protection engineering equipment based on data analysis, characterized in that: It includes an energy-saving control platform, which is communicatively connected with a control test module, a test analysis module, an operation control module and a database; The control test module is used to perform energy-saving control test analysis on environmental protection engineering equipment: mark the environmental protection engineering equipment to be tested and analyzed for energy-saving control as a test object, mark the control parameters of the test object as test parameters CSi, i=1, 2, ..., n, n is a positive integer, obtain the setting range SZi of the test parameter CSi of the test object, randomly select a value from the setting range SZi and mark it as a matching value PPi, and generate a test process and a test data set according to the matching value PPi; let the test object stand for L2 minutes and then generate a new test process and test parameter set again until the number of test processes and test parameter sets reaches L3; The test analysis module is used to analyze the test data of the environmental protection engineering equipment and obtain an optimized data set of the test object, and send the optimized data set of the test object to the database for storage; The operation control module is used to perform operation control analysis on environmental protection engineering equipment: before the test object runs, the user can select a control mode for it, and the control modes include energy consumption priority mode, processing priority mode and comprehensive priority mode. When the user does not select a control mode, the control mode is randomly assigned to the test object.

2. According to the data analysis-based environmental protection engineering equipment energy-saving control system of claim 1, it is characterized in that: The process of generating the test process and the test parameter set includes: setting the test parameter CSi of the test object to the matching value PPi, putting the test object into use and forming a test process with a duration of L1 minutes, marking the power consumption of the test object during the test as energy consumption data, marking the pollutant treatment amount of the test object during the test as treatment data, and the test parameter set of the test process is composed of the energy consumption data, treatment data and the matching value PPi corresponding to all test parameters CSi.

3. The energy-saving control system for environmental protection engineering equipment based on data analysis according to claim 2 is characterized in that: The specific process of the test analysis module analyzing the test data of environmental protection engineering equipment includes: arranging the test processes in order of energy consumption data from small to large to obtain an energy consumption sequence, and arranging the test processes in order of processing data from large to small to obtain a processing sequence; marking the sum of the sequence number of the test process in the energy consumption sequence and the sequence number of the processing sequence as the comprehensive value of the test process, and arranging the test processes in order of the comprehensive value from small to large to obtain a comprehensive sequence; respectively intercepting the first M1 test processes in the energy consumption sequence, the processing sequence and the comprehensive sequence to form an energy consumption control set, a processing control set and a comprehensive control set.

4. The energy-saving control system for environmental protection engineering equipment based on data analysis according to claim 3 is characterized in that: The process of obtaining the optimized data set includes: the energy consumption control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the energy consumption control set, the processing control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the processing control set, and the comprehensive control interval of the test parameter CSi is constituted by the maximum and minimum values ​​of the matching values ​​PPi corresponding to all test processes in the comprehensive control set; the energy consumption control interval, the processing control interval and the comprehensive control interval constitute the optimized data set of the test object.

5. The energy-saving control system for environmental protection engineering equipment based on data analysis according to claim 4 is characterized in that: The specific process of using the energy consumption priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the energy consumption control interval in the optimized data set; the specific process of using the processing priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control interval in the optimized data set; the specific process of using the comprehensive priority mode to control the operation of the test object includes: retrieving the optimized data set of the test object from the database, and randomly selecting the set value of the test parameter CSi from the processing control interval of the optimized data set.

6. The energy-saving control system for environmental protection engineering equipment based on data analysis according to claim 5 is characterized in that: The energy-saving control platform is also communicatively connected to a control analysis module, which is used to analyze the control status of environmental protection engineering equipment: generate an analysis cycle, and at the end of the analysis cycle, mark the test object operation process that adopts the energy consumption priority mode, the processing priority mode and the comprehensive priority mode for operation control in the analysis cycle as an energy consumption control process, a processing control process and a comprehensive control process, respectively, and obtain the energy consumption weight value NQ, the processing weight value LQ and the comprehensive weight value ZQ at the end of the analysis cycle; The randomly selected weights of the energy consumption priority mode, the processing priority mode and the comprehensive priority mode in the next analysis cycle are set to the energy consumption weight value NQ, the processing weight value CQ and the comprehensive weight value ZQ respectively.

7. The energy-saving control system for environmental protection engineering equipment based on data analysis according to claim 6 is characterized in that: The process of obtaining the energy consumption weight value NQ, the processing weight value LQ and the comprehensive weight value ZQ includes: marking the number of failures of the test object within the analysis period as the failure value, marking the number of failures of the test object in the energy consumption control process, the processing control process and the comprehensive control process as energy consumption failure data, processing failure data and comprehensive failure data respectively, marking the ratios of the energy consumption failure data, the processing failure data, the comprehensive failure data and the failure value as the energy consumption failure coefficient NG, the processing failure coefficient CG and the comprehensive failure coefficient ZG respectively, and obtaining the energy consumption weight value NQ, the processing weight value CQ and the comprehensive weight value ZQ respectively by the formula NQ=(1-NG) / 2, the formula CQ=(1-CG) / 2 and the formula ZQ=(1-ZG) / 2.

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