Remote monitoring control system for electrical equipment
By designing a remote monitoring and control system for electrical equipment, including data acquisition, communication transmission, status monitoring and comprehensive analysis modules, the problem that existing systems cannot conduct comprehensive analysis of multiple associated electrical equipment is solved, and automatic analysis and adjustment of electrical equipment working parameters is realized, and the safety of equipment usage and production efficiency is improved.
Patent Information
- Application Number
- CN202411686897.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-11-22
- Publication Date
- 2025-03-25
- Estimated Expiration
- Not applicable · inactive patent
Smart Images

Figure CN119696160A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of electrical equipment monitoring, and in particular to an electrical equipment remote monitoring and control system. Background Art
[0002] The power operation and maintenance system is a power online safety monitoring system. It is a computer system that is safe, reliable, technologically advanced, and meets the requirements of real-time online monitoring of power. Data under standard communication protocols can be collected on an open communication network to send signals, and the signals can be displayed in real time. The operation and maintenance system has an independent cloud platform. The system software is installed in the cloud platform, including lower-level configuration software and upper-level human-computer interaction interface. The program used for lower-level configuration has functions such as signal acquisition, data conversion, power statistics, logic control, alarm value setting, screen editing, and script writing. The upper-level human-computer interaction interface has functions such as data display, curve display, power display, remote control, automatic control, sound and light alarm, and report printing. The main monitoring data parameters include voltage, current, temperature and humidity, active / reactive power, power factor, active / reactive power, etc. The monitoring media include video monitoring, sound and light alarm prompts, etc. The safety functions include automatic fire extinguishing, remote control of power outage, and intelligent distribution room.
[0003] The existing remote monitoring system for electrical equipment monitors the working parameters of electrical equipment by analyzing a single device as a unit, and lacks the function of conducting comprehensive analysis on multiple related electrical equipment. Summary of the invention
[0004] The present invention provides an electrical equipment remote monitoring and control system, which is used to solve the defect of the prior art that there is no function of comprehensively analyzing a plurality of related electrical equipments.
[0005] In one aspect, the present invention provides an electrical equipment remote monitoring and control system, comprising: The data acquisition module is used to collect the working information of the electrical equipment, and the working information of the electrical equipment includes: the operation information of the electrical equipment and the environmental information of the working site; Communication transmission module, used to complete the transmission of working information and control instructions between electrical equipment and control center; The status monitoring module determines the working status of each individual electrical device; The comprehensive analysis module is used to comprehensively analyze and automatically adjust the working parameters of various electrical equipment.
[0006] Preferably, the data acquisition module includes: An operation information acquisition unit, used to acquire the operation information of the electrical equipment; The environmental information acquisition unit is used to acquire environmental information at the work site.
[0007] Preferably, the status monitoring module includes: A real-time monitoring unit is used to monitor in real time whether the working information of the electrical equipment is within the corresponding allowable range. When the working information of any electrical equipment exceeds the corresponding allowable range, an alarm is issued; The hidden danger assessment unit is used to perform data analysis on the working information of the electrical equipment and determine the hidden danger status of each electrical equipment.
[0008] Preferably, the hidden danger assessment unit includes: A data retrieval subunit is used to retrieve historical working information of the electrical equipment and real-time working information of the electrical equipment; A steady-state evaluation subunit, used for calculating steady-state evaluation parameters and obtaining steady-state evaluation results based on the steady-state evaluation parameters; A transient assessment subunit, used for calculating transient assessment parameters and obtaining transient assessment results based on the transient assessment parameters; ;in, Transient assessment parameters for electrical equipment; are the calculation weighting coefficients of the operation information of the electrical equipment and the environmental information of the work site, respectively; N is the number of types of the operation information of the electrical equipment; is the value of the kth type of operation information of the real-time electrical equipment; is the standard value of the kth type of operation information corresponding to the set working power of the real-time electrical equipment; B is the number of types of environmental information at the work site; is the actual value of the vth type of environmental information; is the specified standard value corresponding to the preset vth type of environmental information; is the absolute value symbol; When the transient assessment parameter of the electrical equipment is greater than a preset second threshold, the transient assessment result is that there is a hidden danger, otherwise the transient assessment result is that there is no hidden danger; A comprehensive evaluation subunit, used for calculating comprehensive evaluation parameters based on steady-state evaluation parameters and transient evaluation parameters, and obtaining comprehensive evaluation results based on the comprehensive evaluation parameters; ;in, It is a comprehensive evaluation parameter for electrical equipment; are the calculation weighting coefficients for steady-state assessment parameters and transient assessment parameters respectively; Provide steady-state evaluation parameters for electrical equipment; Transient assessment parameters for electrical equipment; When the comprehensive evaluation parameter of the electrical equipment is greater than a preset third threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger; The alarm subunit determines that the electrical equipment has hidden dangers and issues an alarm when any one of the steady-state assessment results, the transient assessment results and the comprehensive assessment results indicates that there are hidden dangers.
[0009] Preferably, the steady-state assessment subunit comprises: A data sampling block is used to randomly sample several groups of historical working information from the historical working information of the electrical equipment as evaluation data groups; Parameter calculation block, used to calculate steady-state evaluation parameters; ;in, is the steady-state evaluation parameter of the electrical equipment; N is the number of types of operation information of the electrical equipment; The total number of evaluation data groups for electrical equipment; The value of the kth type of operation information in the jth group evaluation data set of the electrical equipment; Setting working standard value for the kth type of operation information of the jth group of evaluation data of the electrical equipment; The value of the kth type of operation information in the j-1th group evaluation data set of the electrical equipment; The set working standard value for the kth type of operation information of the j-1th group of evaluation data of the electrical equipment; A set working standard value for the kth type of operating information of the first evaluation data group of the electrical equipment; is the maximum value function; is the minimum function; is the absolute value symbol; The result output block is that when the steady-state evaluation parameter of the electrical equipment is greater than a preset first threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger.
[0010] Preferably, the comprehensive analysis module includes: Energy efficiency management unit, used to automatically adjust the operating parameters of electrical equipment; The maintenance analysis unit is used to determine the maintenance target by analyzing the working information of the electrical equipment when the electrical equipment fails or has hidden dangers.
[0011] Preferably, the energy efficiency management unit includes: A demand collection subunit, used to collect historical demand information and real-time demand of output characteristics; The equipment adjustment subunit is used to analyze the historical demand information of the output characteristics and adjust the equipment configuration based on the historical maximum demand and the historical minimum demand of the output characteristics; The parameter adjustment subunit is used to automatically adjust the working parameters of various electrical equipment based on the real-time demand of output characteristics.
[0012] Preferably, the maintenance analysis unit comprises: The associated screening subunit regards the electrical equipment that has failed or has hidden dangers as the main fault equipment, and determines the associated equipment of the main fault equipment, where the associated equipment is the electrical equipment that has an energy transmission relationship with the main fault equipment; A historical data collection subunit is used to collect historical working information of several groups of associated devices and the main fault device, and the historical working information of each group of associated devices and the main fault device is collected at the same time point; A data grouping subunit, used to divide the historical working information of the fault main equipment into first normal working data and first hidden danger working data according to the determination time point, and divide the historical working information of the associated equipment into second normal working data and second fault working data according to the determination time point; The maintenance judgment subunit is used to determine whether the corresponding associated device is a maintenance target based on the associated evaluation value of each associated device. ;in, is the association evaluation value of the i-th associated device; is a steady-state evaluation parameter of the electrical equipment calculated based on the second normal working data of the i-th associated equipment; is the steady-state evaluation parameter of the electrical equipment calculated based on the second fault working data of the i-th associated equipment; G is the total number of groups of the first normal working data; N is the number of types of operation information of the electrical equipment; P is the total number of groups of the first fault working data; is the value of the kth type of operation information of the yth group of the first normal working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the yth group of first normal working data of the i-th fault main equipment; is the value of the kth type of operation information of the yth group of second normal working data of the ith associated device; The set working standard value of the kth type of operation information of the yth group of second normal working data of the ith associated equipment; is the value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; is the value of the kth type of operation information of the zth group of second fault operation data of the i-th associated device; The set working standard value of the kth type of operation information of the second fault working data of the zth group of the ith associated equipment; is the absolute value symbol; If the associated evaluation value of the associated device is greater than a preset fourth threshold, the associated device is taken as a maintenance target, otherwise it is not taken as a maintenance target.
[0013] Compared with the prior art, the present invention has the following beneficial effects: By collecting the working information of each electrical equipment and monitoring the working status of each individual electrical equipment, the working safety of each individual electrical equipment is ensured. The working parameters of the electrical equipment are comprehensively analyzed and automatically adjusted through the comprehensive analysis module, thereby realizing automatic analysis and automatic adjustment of the coordination information of multiple electrical equipment, so as to carry out maintenance in advance and reduce production losses and time waste caused by downtime due to electrical equipment failure. BRIEF DESCRIPTION OF THE DRAWINGS
[0014] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are 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 It is a structural schematic diagram of the present invention. DETAILED DESCRIPTION
[0016] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not 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] In addition, in the present invention, the descriptions of "first", "second", etc. are only used for descriptive purposes, and do not specifically refer to the order or sequence, nor are they used to limit the present invention. They are only used to distinguish components or operations described with the same technical terms, and cannot be understood as indicating or implying their relative importance or implicitly indicating the number of technical features indicated. Therefore, the features defined as "first" and "second" may explicitly or implicitly include at least one of the features. In addition, the technical solutions and technical features between the various embodiments can be combined with each other, but they must be based on the ability of ordinary technicians in the field to implement them. When the combination of technical solutions is contradictory or cannot be implemented, it should be considered that such a combination of technical solutions does not exist and is not within the scope of protection required by the present invention.
[0018] Example 1 An embodiment of the present invention provides an electrical equipment remote monitoring and control system, comprising: The data acquisition module is used to collect the working information of the electrical equipment, and the working information of the electrical equipment includes: the operation information of the electrical equipment and the environmental information of the working site; Communication transmission module, used to complete the transmission of working information and control instructions between electrical equipment and control center; The status monitoring module determines the working status of each individual electrical device; The comprehensive analysis module is used to comprehensively analyze and automatically adjust the working parameters of various electrical equipment.
[0019] Preferably, the data acquisition module includes: An operation information acquisition unit, used to acquire the operation information of the electrical equipment; The environmental information acquisition unit is used to acquire environmental information at the work site.
[0020] In this embodiment, the operating information of the electrical equipment includes: operating voltage, operating current, operating power and operating temperature.
[0021] In this embodiment, the environmental information of the work site includes: environmental temperature, environmental humidity, environmental noise decibels, and smoke content in the air.
[0022] The beneficial effects of the above technical solution are: By collecting the working information of each electrical equipment and monitoring the working status of each individual electrical equipment, the working safety of each individual electrical equipment is ensured. The working parameters of the electrical equipment are comprehensively analyzed and automatically adjusted through the comprehensive analysis module, thereby realizing automatic analysis and automatic adjustment of the coordination information of multiple electrical equipment, so as to carry out maintenance in advance and reduce production losses and time waste caused by downtime due to electrical equipment failure.
[0023] Example 2 Based on Example 1, the status monitoring module includes: A real-time monitoring unit is used to monitor in real time whether the working information of the electrical equipment is within the corresponding allowable range. When the working information of any electrical equipment exceeds the corresponding allowable range, an alarm is issued; The hidden danger assessment unit is used to perform data analysis on the working information of the electrical equipment and determine the hidden danger status of each electrical equipment.
[0024] Preferably, the hidden danger assessment unit includes: A data retrieval subunit is used to retrieve historical working information of the electrical equipment and real-time working information of the electrical equipment; A steady-state evaluation subunit, used for calculating steady-state evaluation parameters and obtaining steady-state evaluation results based on the steady-state evaluation parameters; A transient assessment subunit, used for calculating transient assessment parameters and obtaining transient assessment results based on the transient assessment parameters; ;in, Transient assessment parameters for electrical equipment; are the calculation weighting coefficients of the operation information of the electrical equipment and the environmental information of the work site, respectively; N is the number of types of the operation information of the electrical equipment; is the value of the kth type of operation information of the real-time electrical equipment; is the standard value of the kth type of operation information corresponding to the set working power of the real-time electrical equipment; B is the number of types of environmental information at the work site; is the actual value of the vth type of environmental information; is the specified standard value corresponding to the preset vth type of environmental information; is the absolute value symbol; When the transient assessment parameter of the electrical equipment is greater than a preset second threshold, the transient assessment result is that there is a hidden danger, otherwise the transient assessment result is that there is no hidden danger; A comprehensive evaluation subunit, used for calculating comprehensive evaluation parameters based on steady-state evaluation parameters and transient evaluation parameters, and obtaining comprehensive evaluation results based on the comprehensive evaluation parameters; ;in, It is a comprehensive evaluation parameter for electrical equipment; are the calculation weighting coefficients for steady-state assessment parameters and transient assessment parameters respectively; Provide steady-state evaluation parameters for electrical equipment; Transient assessment parameters for electrical equipment; When the comprehensive evaluation parameter of the electrical equipment is greater than a preset third threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger; The alarm subunit determines that the electrical equipment has hidden dangers and issues an alarm when any one of the steady-state assessment results, the transient assessment results and the comprehensive assessment results indicates that there are hidden dangers.
[0025] Preferably, the steady-state assessment subunit comprises: A data sampling block is used to randomly sample several groups of historical working information from the historical working information of the electrical equipment as evaluation data groups; Parameter calculation block, used to calculate steady-state evaluation parameters; ;in, is the steady-state evaluation parameter of the electrical equipment; N is the number of types of operation information of the electrical equipment; The total number of evaluation data groups for electrical equipment; The value of the kth type of operation information in the jth group evaluation data set of the electrical equipment; Setting working standard value for the kth type of operation information of the jth group of evaluation data of the electrical equipment; The value of the kth type of operation information in the j-1th group evaluation data set of the electrical equipment; The set working standard value for the kth type of operation information of the j-1th group of evaluation data of the electrical equipment; A set working standard value for the kth type of operating information of the first evaluation data group of the electrical equipment; is the maximum value function; is the minimum function; is the absolute value symbol; The result output block is that when the steady-state evaluation parameter of the electrical equipment is greater than a preset first threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger.
[0026] In this embodiment, the set working standard value of the operation information is the operating standard value set for the electrical equipment, such as the set power of the electrical equipment.
[0027] The beneficial effects of the above technical solution are: When monitoring individual electrical equipment, data analysis is performed on the working information of the electrical equipment to promptly identify potential hazards of the individual electrical equipment, so that planned maintenance can be carried out on the individual electrical equipment in a timely manner to avoid sudden failures and shutdowns of the electrical equipment, resulting in production losses and waste of time.
[0028] When conducting hidden danger assessment on individual electrical equipment, by obtaining steady-state assessment results, transient assessment results and comprehensive assessment results respectively, the assessment is conducted from three aspects: the operating stability of the electrical equipment, the safety of the current operating state of the electrical equipment, and the comprehensive consideration of the operating stability of the electrical equipment and the safety of the current operating state. This improves the comprehensiveness of the hidden danger assessment of the electrical equipment, effectively improves the detection rate of hidden dangers, and further improves the safety of the use process of electrical equipment.
[0029] Example 3 Based on any one of Embodiments 1-2, the comprehensive analysis module includes: Energy efficiency management unit, used to automatically adjust the operating parameters of electrical equipment; The maintenance analysis unit is used to determine the maintenance target by analyzing the working information of the electrical equipment when the electrical equipment fails or has hidden dangers.
[0030] Preferably, the energy efficiency management unit includes: A demand collection subunit, used to collect historical demand information and real-time demand of output characteristics; The equipment adjustment subunit is used to analyze the historical demand information of the output characteristics and adjust the equipment configuration based on the historical maximum demand and the historical minimum demand of the output characteristics; The parameter adjustment subunit is used to automatically adjust the working parameters of various electrical equipment based on the real-time demand of output characteristics.
[0031] Preferably, the maintenance and analysis unit comprises: The associated screening subunit regards the electrical equipment that has failed or has hidden dangers as the main fault equipment, and determines the associated equipment of the main fault equipment, where the associated equipment is the electrical equipment that has an energy transmission relationship with the main fault equipment; A historical data collection subunit is used to collect historical working information of several groups of associated devices and the main fault device, and the historical working information of each group of associated devices and the main fault device is collected at the same time point; A data grouping subunit, used to divide the historical working information of the fault main equipment into first normal working data and first hidden danger working data according to the determination time point, and divide the historical working information of the associated equipment into second normal working data and second fault working data according to the determination time point; The maintenance judgment subunit is used to determine whether the corresponding associated device is a maintenance target based on the associated evaluation value of each associated device. ;in, is the association evaluation value of the i-th associated device; is a steady-state evaluation parameter of the electrical equipment calculated based on the second normal working data of the i-th associated equipment; is the steady-state evaluation parameter of the electrical equipment calculated based on the second fault working data of the i-th associated equipment; G is the total number of groups of the first normal working data; N is the number of types of operation information of the electrical equipment; P is the total number of groups of the first fault working data; is the value of the kth type of operation information of the yth group of the first normal working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the yth group of first normal working data of the i-th fault main equipment; is the value of the kth type of operation information of the yth group of second normal working data of the ith associated device; The set working standard value of the kth type of operation information of the yth group of second normal working data of the ith associated equipment; is the value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; is the value of the kth type of operation information of the zth group of second fault operation data of the i-th associated device; The set working standard value of the kth type of operation information of the second fault working data of the zth group of the ith associated equipment; is the absolute value symbol; If the associated evaluation value of the associated device is greater than a preset fourth threshold, the associated device is taken as a maintenance target, otherwise it is not taken as a maintenance target.
[0032] In this embodiment, the output characteristics refer to some features or indicators of the output signal generated by the system or device under specific conditions, such as electric energy, luminous flux, output torque, and output speed.
[0033] In this embodiment, the device configuration refers to the activation status of each electrical device.
[0034] In this embodiment, the determination time point is the fault occurrence time or the hidden danger occurrence time, and the hidden danger occurrence time is the time point when the state monitoring module determines that the fault subject equipment has a hidden danger.
[0035] In this embodiment, the first normal working data and the second normal working data are working data before the determination time point, and the first hidden danger working data and the second fault working data are working data after the determination time point.
[0036] In this embodiment, the total number of groups of the second normal working data is the same as that of the first normal working data, and the total number of groups of the second fault working data is the same as that of the first fault working data.
[0037] The beneficial effects of the above technical solution are: By collecting historical demand information and real-time demand of output characteristics, based on the historical highest demand and historical lowest demand of output characteristics, it is ensured that the selected equipment configuration can simultaneously meet the historical highest demand and historical lowest demand of output characteristics, avoiding the need to adjust the equipment configuration during the adjustment process, and ensuring that the electrical equipment can meet the demand of output characteristics. It is ensured that the automatic adjustment of equipment operating parameters will not exceed the allowable working range of the electrical equipment, thereby ensuring that the electrical equipment maintains the best energy efficiency during operation.
[0038] By screening the associated devices of the main faulty device, it is possible to determine whether the associated devices have hidden dangers after a fault or hidden danger occurs, thereby fundamentally solving the fault or hidden danger. By calculating the associated evaluation value of each associated device, it is automatically determined whether the associated device is a maintenance target, saving the staff time to evaluate all associated devices, so that the maintenance work can be completed faster and the downtime can be shortened.
[0039] pass Determine the stability changes of the associated equipment before and after the fault occurs, and then When judging that a fault or hidden danger has occurred, the synchronization of the operating information changes of the related equipment and the main equipment of the fault improves the accuracy of the judgment of the maintenance target, thereby ensuring that all fault-related equipment can be repaired during a single shutdown process, avoiding multiple shutdowns, and at the same time, by automatically judging the maintenance target, the time required for maintenance is shortened, thereby effectively shortening the downtime and reducing the economic losses caused by the downtime.
[0040] Finally, 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 aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims
1. A remote monitoring and control system for electrical equipment, characterized in that: include: The data acquisition module is used to collect the working information of the electrical equipment, and the working information of the electrical equipment includes: the operation information of the electrical equipment and the environmental information of the working site; Communication transmission module, used to complete the transmission of working information and control instructions between electrical equipment and control center; The status monitoring module determines the working status of each individual electrical device; The comprehensive analysis module is used to comprehensively analyze and automatically adjust the working parameters of various electrical equipment.
2. The remote monitoring and control system for electrical equipment according to claim 1, characterized in that: The data acquisition module includes: An operation information acquisition unit, used to acquire the operation information of the electrical equipment; The environmental information acquisition unit is used to acquire environmental information at the work site.
3. The remote monitoring and control system for electrical equipment according to claim 1, characterized in that: The condition monitoring module includes: A real-time monitoring unit is used to monitor in real time whether the working information of the electrical equipment is within the corresponding allowable range. When the working information of any electrical equipment exceeds the corresponding allowable range, an alarm is issued; The hidden danger assessment unit is used to perform data analysis on the working information of the electrical equipment and determine the hidden danger status of each electrical equipment.
4. The remote monitoring and control system for electrical equipment according to claim 3, characterized in that: The hazard assessment unit includes: A data retrieval subunit is used to retrieve historical working information of the electrical equipment and real-time working information of the electrical equipment; A steady-state evaluation subunit, used for calculating steady-state evaluation parameters and obtaining steady-state evaluation results based on the steady-state evaluation parameters; A transient assessment subunit, used for calculating transient assessment parameters and obtaining transient assessment results based on the transient assessment parameters; ;in, Transient assessment parameters for electrical equipment; are the calculation weighting coefficients of the operation information of the electrical equipment and the environmental information of the work site, respectively; N is the number of types of the operation information of the electrical equipment; is the value of the kth type of operation information of the real-time electrical equipment; is the standard value of the kth type of operation information corresponding to the set working power of the real-time electrical equipment; B is the number of types of environmental information at the work site; is the actual value of the vth type of environmental information; is the specified standard value corresponding to the preset vth type of environmental information; is the absolute value symbol; When the transient assessment parameter of the electrical equipment is greater than a preset second threshold, the transient assessment result is that there is a hidden danger, otherwise the transient assessment result is that there is no hidden danger; A comprehensive evaluation subunit, used for calculating comprehensive evaluation parameters based on steady-state evaluation parameters and transient evaluation parameters, and obtaining comprehensive evaluation results based on the comprehensive evaluation parameters; ;in, It is a comprehensive evaluation parameter for electrical equipment; are the calculation weighting coefficients for steady-state assessment parameters and transient assessment parameters respectively; Provide steady-state evaluation parameters for electrical equipment; Transient assessment parameters for electrical equipment; When the comprehensive evaluation parameter of the electrical equipment is greater than a preset third threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger; The alarm subunit determines that the electrical equipment has hidden dangers and issues an alarm when any one of the steady-state assessment results, the transient assessment results and the comprehensive assessment results indicates that there are hidden dangers.
5. The remote monitoring and control system for electrical equipment according to claim 4, characterized in that: The steady-state assessment subunit includes: A data sampling block is used to randomly sample several groups of historical working information from the historical working information of the electrical equipment as evaluation data groups; Parameter calculation block, used to calculate steady-state evaluation parameters; ;in, is the steady-state evaluation parameter of the electrical equipment; N is the number of types of operation information of the electrical equipment; The total number of evaluation data groups for electrical equipment; The value of the kth type of operation information in the jth group evaluation data set of the electrical equipment; Setting working standard value for the kth type of operation information of the jth group of evaluation data of the electrical equipment; The value of the kth type of operation information in the j-1th group evaluation data set of the electrical equipment; The set working standard value for the kth type of operation information of the j-1th group of evaluation data of the electrical equipment; A set working standard value for the kth type of operating information of the first evaluation data group of the electrical equipment; is the maximum value function; is the minimum function; is the absolute value symbol; The result output block is that when the steady-state evaluation parameter of the electrical equipment is greater than a preset first threshold value, the comprehensive evaluation result is that there is a hidden danger, otherwise the comprehensive evaluation result is that there is no hidden danger.
6. The remote monitoring and control system for electrical equipment according to claim 5, characterized in that: The comprehensive analysis module includes: Energy efficiency management unit, used to automatically adjust the operating parameters of electrical equipment; The maintenance analysis unit is used to determine the maintenance target by analyzing the working information of the electrical equipment when the electrical equipment fails or has hidden dangers.
7. The remote monitoring and control system for electrical equipment according to claim 6, characterized in that: The energy efficiency management unit includes: A demand collection subunit, used to collect historical demand information and real-time demand of output characteristics; The equipment adjustment subunit is used to analyze the historical demand information of the output characteristics and adjust the equipment configuration based on the historical maximum demand and the historical minimum demand of the output characteristics; The parameter adjustment subunit is used to automatically adjust the working parameters of various electrical equipment based on the real-time demand of output characteristics.
8. The remote monitoring and control system for electrical equipment according to claim 6, characterized in that: The maintenance and analysis unit includes: The associated screening subunit regards the electrical equipment that has failed or has hidden dangers as the main fault equipment, and determines the associated equipment of the main fault equipment, where the associated equipment is the electrical equipment that has an energy transmission relationship with the main fault equipment; A historical data collection subunit is used to collect historical working information of several groups of associated devices and the main fault device, and the historical working information of each group of associated devices and the main fault device is collected at the same time point; A data grouping subunit, used to divide the historical working information of the fault main equipment into first normal working data and first hidden danger working data according to the determination time point, and divide the historical working information of the associated equipment into second normal working data and second fault working data according to the determination time point; The maintenance judgment subunit is used to determine whether the corresponding associated device is a maintenance target based on the associated evaluation value of each associated device. ;in, is the association evaluation value of the i-th associated device; is a steady-state evaluation parameter of the electrical equipment calculated based on the second normal working data of the i-th associated equipment; is the steady-state evaluation parameter of the electrical equipment calculated based on the second fault working data of the i-th associated equipment; G is the total number of groups of the first normal working data; N is the number of types of operation information of the electrical equipment; P is the total number of groups of the first fault working data; is the value of the kth type of operation information of the yth group of the first normal working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the yth group of first normal working data of the i-th fault main equipment; is the value of the kth type of operation information of the yth group of second normal working data of the ith associated device; The set working standard value of the kth type of operation information of the yth group of second normal working data of the ith associated equipment; is the value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; The set working standard value of the kth type of operation information of the zth group of the first fault working data of the i-th fault main equipment; is the value of the kth type of operation information of the zth group of second fault operation data of the i-th associated device; The set working standard value of the kth type of operation information of the second fault working data of the zth group of the ith associated equipment; is the absolute value symbol; If the associated evaluation value of the associated device is greater than a preset fourth threshold, the associated device is taken as a maintenance target, otherwise it is not taken as a maintenance target.