CN113689013A - A transformer intelligent monitoring and operation and maintenance system - Google Patents
A transformer intelligent monitoring and operation and maintenance systemDownload PDFInfo
- Publication number
- CN113689013A CN113689013ACN202110993702.4ACN202110993702ACN113689013ACN 113689013 ACN113689013 ACN 113689013ACN 202110993702 ACN202110993702 ACN 202110993702ACN 113689013 ACN113689013 ACN 113689013A
- Authority
- CN
- China
- Prior art keywords
- transformer
- data
- maintenance
- intelligent
- monitoring
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Images
Classifications
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/20—Administration of product repair or maintenance
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0639—Performance analysis of employees; Performance analysis of enterprise or organisation operations
- G06Q10/06393—Score-carding, benchmarking or key performance indicator [KPI] analysis
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Tourism & Hospitality (AREA)
- Theoretical Computer Science (AREA)
- General Business, Economics & Management (AREA)
- Marketing (AREA)
- Entrepreneurship & Innovation (AREA)
- Physics & Mathematics (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Educational Administration (AREA)
- Development Economics (AREA)
- Health & Medical Sciences (AREA)
- Game Theory and Decision Science (AREA)
- Public Health (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
Translated fromChinese
Description
Technical Field
The invention relates to the technical field of informatization system integration, in particular to an intelligent monitoring and operation and maintenance system for a transformer
Background
The implementation of a power grid with three sets and five sets (human resources, finance and material intensive management; large planning, large construction, large operation, large overhaul and large marketing system), the information data volume of the operation state of the lines and equipment of the transformer substation is large, the data is dispersed, and no effective concentration is provided for line and equipment abnormity, fault analysis and decision support; especially, when the transformer operates in a high-temperature and high-dry environment, the winding temperature and the insulation system of the transformer are threatened, so that the monitoring of the transformer is very important.
The transformer substation equipment inspection mainly depends on manual inspection, the intelligent degree is low, the influence caused by human factors cannot be avoided, and inspection data archiving is not facilitated. When the power transmission line and the equipment are found to be abnormal or have faults, operation and maintenance personnel are required to go to the field operation equipment for control, and remote control cannot be carried out. The traditional manual inspection means can not meet the requirements, and particularly, the construction of a large operation and large maintenance system leads to the reduction of basic operation and maintenance personnel and the increase of the workload.
Therefore, a more convenient and faster inspection mode needs to be developed to meet the requirements of inspection on equipment in Q/GDW 1168 State inspection test regulations of power transmission and transformation equipment.
Disclosure of Invention
Aiming at the defects of the prior art, the invention provides the intelligent monitoring and operation and maintenance system for the transformer, which manages the monitoring and operation and maintenance of the transformer, deals with the change of the operation and maintenance requirements of the transformer and meets the requirements of the operation and maintenance personnel on-site detection, maintenance and maintenance of the transformer.
The technical scheme adopted by the invention is as follows:
an intelligent transformer monitoring and operation and maintenance system, comprising:
the sensing unit is used for acquiring various operation data and indexes of the transformer;
the data acquisition terminal receives the data acquired by the sensing unit and processes the data to obtain preprocessed data;
the transformer cloud platform receives the preprocessed data of the data acquisition terminal, stores, analyzes, counts and learns the preprocessed data, and performs security protection on the preprocessed data;
the intelligent terminal for the transformer full-life standard operation is used for interacting with transformer users, maintenance and management personnel, design and production and manufacturing personnel and management personnel to inquire, maintain, predict and replace transformer equipment.
As a further technical solution of the present invention, the sensing unit is configured to obtain various operation data and indexes of the transformer, and specifically includes: the transformer comprises technical parameters of a transformer, component information and parameters, user information and geographical position information, wherein the technical parameters of the transformer comprise iron core/clamp grounding current, sleeving, a voltage regulating switch, oil tank pressure, oil level/winding, a moisture absorber, an oil level meter, noise, vibration, cooling state and monitoring parameters of oil chromatography.
As a further technical solution of the present invention, the data acquisition terminal includes: the edge calculation unit is used for receiving the data collected by the sensing unit and processing the data to obtain preprocessed data; the preprocessing data comprises the steps of cleaning, fusing, segmenting, compressing, transmitting and format standardizing the acquired data.
As a further technical solution of the present invention, the transformer cloud platform includes:
the comprehensive data display module: displaying various operation data and indexes of the transformer through various visual angles;
and (3) field operation management: the functions related to task closed-loop management, task process data query and work performance on the intelligent terminal for the transformer full-life standard operation are provided;
an online monitoring module: establishing a transformer monitoring data model, collecting online detection data, inquiring online monitoring data and historical monitoring data of equipment in real time, establishing a transformer state evaluation and fault diagnosis model according to a guide rule, and performing real-time state evaluation and fault diagnosis on the transformer;
intelligent monitoring early warning module: according to the on-line monitoring data and the charged detection data of the transformer, carrying out state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer;
the intelligent operation and maintenance management module: optimizing and suggesting the operation, maintenance and maintenance schedule of the transformer and the transformer cluster by using an optimization algorithm according to the state evaluation and fault diagnosis results of the transformer;
the report management module: the method comprises the functions of editing and managing a report template and automatically generating a report;
a configuration management module: server software configuration management;
a user management module: the method has the functions of adding, deleting, configuring and managing account numbers with different functions and different authorities.
As a further technical solution of the present invention, the field operation management includes: product test: inputting a test standard, collecting test data of a transformer manufacturing factory and a field, and giving a test result report; and (3) charged detection: establishing a transformer live detection standard, establishing a transformer live detection model, and collecting live detection data; and (3) equipment fault treatment: equipment fault event, processing method, processing period and processed result feedback.
Further, intelligence monitoring and forewarning module specifically includes: based on historical data, expert experience and fault cases of the full life cycle of the transformer, respectively establishing a state evaluation algorithm model, a fault diagnosis algorithm model, a fault prediction algorithm model and a sensor state evaluation algorithm model of the transformer by utilizing a statistical learning algorithm and a deep learning algorithm; and according to the on-line monitoring data and the live detection data of the transformer, performing state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer by using the established algorithm model.
Further, the intelligent operation and maintenance management module comprises: the system has the functions of maintenance strategy optimization, an intelligent inspection scheme, maintenance task management, an intelligent maintenance scheme, risk assessment, tool planning, flow tracking, personnel management, spare part management, equipment load prediction, remote support, task pushing and cost statistics.
As a further technical solution of the present invention, the intelligent terminal for standard operation of the transformer with a full life comprises:
a task management module: receiving various field operation tasks issued by a transformer state evaluation and diagnosis system, wherein the various field operation tasks comprise basic information, an operation flow, an operation template and management regulations of the tasks, and field operation personnel finish field data acquisition work one by one according to the content of the issued tasks and submit work products;
a field operation module: providing a data acquisition template for delivery handover, preventive tests, live-line detection, inspection tour and inspection and maintenance regulation, wherein the template needs to define the requirements of data acquisition items, the standard requirements of maps, photographing and accessories;
an auxiliary analysis module: the system provides a basic checking function of data integrity and normalization, a function of judging a threshold value of key data according to national network guide rules, an online monitoring function, an intelligent monitoring and early warning function and an intelligent operation and maintenance management function, a historical case comparison and retrieval function and comprehensive auxiliary field maintenance, design and production operation;
the GPS positioning module is used for assisting a remote manager in monitoring the field operation condition in real time;
a communication and exchange module: a platform for communication is set up, and the platform interacts with a remote expert to assist an operation site;
a configuration management module: and setting and maintaining various parameters of the terminal.
Further, transformer life-cycle standard operation intelligent terminal still includes: the remote assistance module establishes a terminal-to-terminal and terminal-to-platform text, voice and video communication function through a cloud platform, and realizes an interactive remote assistance business mode of an expert remote assistance field operation team; specifically, the fault prediction and health management system of the cloud platform pushes results of online sensor data and offline collected data of the real-time analysis equipment to hands of field operators in real time, and provides analysis results, operation flows and maintenance suggestion information.
The invention has the beneficial effects that:
1. the invention is an intelligent mobile operation device integrating the functions of full life cycle data acquisition, equipment information display, fault early warning, maintenance suggestion, remote guidance, operation management, report management, maintenance task push, maintenance personnel management and the like, the standardized acquisition and standardized management of various types of data and picture information such as equipment production and manufacturing, delivery handover, field operation, inspection tour, inspection, overhaul and the like are realized through the data acquisition function, the standardized operation management function and the task management function on the mobile terminal, the data are uploaded to a cloud platform in real time, the data can be automatically generated into corresponding operation reports according to various types of report templates through the real-time data processing of the cloud platform, and provides analysis results and suggestions, thus reducing tedious manual work such as report data collection, sorting, report compiling and the like to a great extent;
2. the invention adopts the technology of Internet of things, combines the operation and inspection standards of electric power and national network, establishes an online monitoring and remote inspection system of a set of transformer equipment (considering covering a whole set of main equipment of a transformer substation), collects the operation data of the transformer, provides the operation information of the transformer, and carries out state evaluation and fault diagnosis on the transformer; uploading data of the transformer to a cloud platform of the system in a wireless communication or wired communication mode, and calling an algorithm model on the cloud platform to analyze, diagnose and predict the data;
3. the method grants specific authority to expert teams of transformer manufacturing enterprises, so that the expert teams can check the production and manufacturing data, the operation data, the health condition and the maintenance and maintenance records of the transformer at any time through a remote computer terminal or a mobile phone terminal, analyze and diagnose the data in time, provide a maintenance and maintenance scheme and perfect a cloud platform algorithm model.
Drawings
Fig. 1 is a structural diagram of an intelligent monitoring and operation and maintenance system of a transformer according to the present invention;
fig. 2 is a diagram of the transformer intelligent monitoring and operation and maintenance system architecture according to the present invention;
fig. 3 is a functional structure diagram of a transformer cloud platform module according to the present invention;
fig. 4 is a functional structure diagram of the intelligent terminal for the standard operation of the full life of the transformer.
Detailed Description
The present invention will be further described with reference to the accompanying drawings.
The intelligent monitoring and operation and maintenance system of the transformer extracts features from data of the whole life cycle of the transformer to construct an algorithm model. By inputting the online monitoring data and the live detection data into different algorithm models, the system can perform state evaluation, fault diagnosis, fault prediction and maintenance scheduling optimization on the transformer. The cloud platform of the system respectively displays different information to transformer users, transformer design and production personnel and transformer maintenance and repair personnel according to different authorities through the PC terminal and the mobile terminal, so that the purposes of intelligent maintenance and repair, intelligent auxiliary design, intelligent production and manufacturing and the like are achieved.
Referring to fig. 1 and fig. 2, the transformer intelligent monitoring and operation and maintenance system provided by the present invention includes:
the sensing unit is used for acquiring various operation data and indexes of the transformer;
the data acquisition terminal receives the data acquired by the sensing unit and processes the data to obtain preprocessed data;
the transformer cloud platform receives the preprocessed data of the data acquisition terminal, stores, analyzes, counts and learns the preprocessed data, and performs security protection on the preprocessed data;
the intelligent terminal for the transformer full-life standard operation is used for interacting with transformer users, maintenance and management personnel, design and production and manufacturing personnel and management personnel to inquire, maintain, predict and replace transformer equipment.
The invention discloses an intelligent monitoring and operation and maintenance system for a transformer, which is used as a technical foundation for intelligently managing the whole life cycle process of the transformer. The method comprises the steps of uploading data (including transformer technical parameters, operation data, after-sales service data, charged detection data and the like) of a transformer to a cloud platform of a system in a wireless communication or wired communication mode, and calling an algorithm model on the cloud platform to analyze, diagnose and predict the data. In addition, special authorities are granted to expert teams of transformer manufacturing enterprises, so that the expert teams can check production and manufacturing data, operation data, health conditions and maintenance records of the transformer at any time through a remote computer terminal or a mobile phone terminal, analyze and diagnose the data in time, provide a maintenance scheme and perfect a cloud platform algorithm model.
The invention adopts the technology of Internet of things, combines the operation and inspection standards of electric power and national network, establishes an online monitoring and remote inspection system of a set of transformer equipment (considering covering a whole set of main equipment of a transformer substation), collects transformer operation data, provides operation information of the transformer, and performs state evaluation and fault diagnosis on the transformer.
In the embodiment of the present invention, the sensing unit is configured to obtain various operation data and indexes of the transformer, and specifically includes: the transformer comprises technical parameters of a transformer, component information and parameters, user information and geographical position information, wherein the technical parameters of the transformer comprise iron core/clamp grounding current, sleeving, a voltage regulating switch, oil tank pressure, oil level/winding, a moisture absorber, an oil level meter, noise, vibration, cooling state and monitoring parameters of oil chromatography. The sensing unit covers data of the whole life cycle of the transformer, the data comprises online monitoring, live detection, preventive tests, diagnostic tests, maintenance, operation and maintenance, expert experience, fault statistics, delivery tests, handover tests, logistics data, maintenance records, equipment information and the like, and the data are sensed, collected and uploaded through different hardware and software terminals.
In the embodiment of the present invention, the data acquisition terminal includes: the edge calculation unit is used for receiving the data collected by the sensing unit and processing the data to obtain preprocessed data; the preprocessing data comprises the steps of cleaning, fusing, segmenting, compressing, transmitting and format standardizing the acquired data.
Referring to fig. 3, in the embodiment of the present invention, the transformer cloud platform includes:
the comprehensive data display module: displaying various operation data and indexes of the transformer through various visual angles;
and (3) field operation management: the functions related to task closed-loop management, task process data query and work performance on the intelligent terminal for the transformer full-life standard operation are provided;
an online monitoring module: establishing a transformer monitoring data model, collecting online detection data, inquiring online monitoring data and historical monitoring data of equipment in real time, establishing a transformer state evaluation and fault diagnosis model according to a guide rule, and performing real-time state evaluation and fault diagnosis on the transformer;
intelligent monitoring early warning module: according to the on-line monitoring data and the charged detection data of the transformer, carrying out state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer;
the intelligent operation and maintenance management module: optimizing and suggesting the operation, maintenance and maintenance schedule of the transformer and the transformer cluster by using an optimization algorithm according to the state evaluation and fault diagnosis results of the transformer;
the report management module: the method comprises the functions of editing and managing a report template and automatically generating a report;
a configuration management module: server software configuration management;
a user management module: the method has the functions of adding, deleting, configuring and managing account numbers with different functions and different authorities.
The transformer cloud platform comprises a big data cloud platform and a SaaS application platform, the big data platform is provided on a cloud server, the big data platform comprises a distributed storage database, a distributed computing engine, a distributed file system and various algorithms for statistical learning and deep learning, and data security is guaranteed; the SaaS application platform is a specific application service constructed on a big data cloud platform and comprises transformer health assessment and prediction, transformer online fault diagnosis, transformer residual service life prediction, transformer cluster maintenance scheduling optimization, quality tracking and an expert experience base. The presentation form of the transformer cloud platform is as follows: providing different display contents and display modes according to different users and use scenes, providing display of a monitoring center for managers, and providing display of a mobile terminal for outdoor operators; service objects of the transformer cloud platform: the whole cloud platform serves various transformer user clients including transformer users, maintenance and management personnel, design and production and manufacturing personnel and management personnel.
In an embodiment of the present invention, the field operation management includes: product test: inputting a test standard, collecting test data of a transformer manufacturing factory and a field, and giving a test result report; and (3) charged detection: establishing a transformer live detection standard, establishing a transformer live detection model, and collecting live detection data; and (3) equipment fault treatment: equipment fault event, processing method, processing period and processed result feedback.
The intelligent monitoring and early warning module specifically comprises: based on historical data, expert experience and fault cases of the full life cycle of the transformer, respectively establishing a state evaluation algorithm model, a fault diagnosis algorithm model, a fault prediction algorithm model and a sensor state evaluation algorithm model of the transformer by utilizing a statistical learning algorithm and a deep learning algorithm; and according to the on-line monitoring data and the live detection data of the transformer, performing state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer by using the established algorithm model.
The intelligent operation and maintenance management module comprises: and optimizing and suggesting the operation, maintenance and maintenance schedule of the transformer and the transformer cluster by using an optimization algorithm according to the results of state evaluation, fault diagnosis and the like of the transformer. The whole module has the functions of maintenance strategy optimization, an intelligent inspection scheme, maintenance task management, an intelligent maintenance scheme, risk assessment, tool planning, flow tracking, personnel management, spare part management, equipment load prediction, remote support, task pushing and cost statistics;
referring to fig. 4, the intelligent terminal for the standard operation of the full life of the transformer comprises:
a task management module: receiving various field operation tasks issued by a transformer state evaluation and diagnosis system, wherein the various field operation tasks comprise basic information, an operation flow, an operation template and management regulations of the tasks, and field operation personnel finish field data acquisition work one by one according to the content of the issued tasks and submit work products;
a field operation module: providing a data acquisition template for delivery handover, preventive tests, live-line detection, inspection tour and inspection and maintenance regulation, wherein the template needs to define the requirements of data acquisition items, the standard requirements of maps, photographing and accessories;
an auxiliary analysis module: the system provides a basic checking function of data integrity and normalization, a function of judging a threshold value of key data according to national network guide rules, an online monitoring function, an intelligent monitoring and early warning function and an intelligent operation and maintenance management function, a historical case comparison and retrieval function and comprehensive auxiliary field maintenance, design and production operation;
the GPS positioning module is used for assisting a remote manager in monitoring the field operation condition in real time;
the communication module is used for building a platform for communication, interacting with a remote expert and assisting an operation site;
and a configuration management module is used for setting and maintaining various parameters of the terminal.
The intelligent terminal for the full-life standard operation of the transformer comprises a webpage client and a mobile client; users logging in through the cloud platform service comprise transformer users, maintenance and management personnel, design, production and manufacture personnel and management personnel; according to different users and different use scenes, different display contents and display modes are provided.
Transformer life-cycle standard operation intelligent terminal still includes: the remote assistance module establishes a terminal-to-terminal and terminal-to-platform text, voice and video communication function through a cloud platform, and realizes an interactive remote assistance business mode of an expert remote assistance field operation team; specifically, the fault prediction and health management system of the cloud platform pushes results of online sensor data and offline collected data of the real-time analysis equipment to hands of field operators in real time, and provides analysis results, operation flows and maintenance suggestion information.
The intelligent mobile operation equipment integrates the functions of full-life cycle data acquisition, equipment information display, fault early warning, maintenance suggestion, remote guidance, operation management, report management, maintenance task pushing, maintenance personnel management and the like, and is a main technical support means for standardizing and acquiring various information in the full-life process of the transformer. The standardized acquisition and standardized management of various types of data and picture information such as equipment production and manufacturing, delivery handover, field operation, inspection tour, inspection and the like are realized through the data acquisition function, the standardized operation management function and the task management function on the mobile terminal, the data are uploaded to the cloud platform in real time, corresponding operation reports can be automatically generated according to various types of report templates through the real-time data processing of the cloud platform, analysis results and suggestions are provided, and the tedious manual work of report data collection, sorting, report compiling and the like is greatly reduced.
Although the preferred embodiments of the present invention have been described in detail with reference to the accompanying drawings, the present invention is not limited to the above embodiments, and various changes can be made within the knowledge of those skilled in the art without departing from the spirit of the present invention. Many other changes and modifications can be made without departing from the spirit and scope of the invention. It is to be understood that the invention is not to be limited to the specific embodiments, but only by the scope of the appended claims.
Claims (9)
1. The utility model provides a transformer intelligent monitoring and operation and maintenance system which characterized in that includes:
the sensing unit is used for acquiring various operation data and indexes of the transformer;
the data acquisition terminal receives the data acquired by the sensing unit and processes the data to obtain preprocessed data;
the transformer cloud platform receives the preprocessed data of the data acquisition terminal, stores, analyzes, counts and learns the preprocessed data, and performs security protection on the preprocessed data;
the intelligent terminal for the transformer full-life standard operation is used for interacting with transformer users, maintenance and management personnel, design and production and manufacturing personnel and management personnel to inquire, maintain, predict and replace transformer equipment.
2. The intelligent transformer monitoring and operation and maintenance system according to claim 1, wherein the sensing unit is configured to obtain various operation data and indexes of the transformer, and specifically comprises: the transformer comprises technical parameters of a transformer, component information and parameters, user information and geographical position information, wherein the technical parameters of the transformer comprise iron core/clamp grounding current, sleeving, a voltage regulating switch, oil tank pressure, oil level/winding, a moisture absorber, an oil level meter, noise, vibration, cooling state and monitoring parameters of oil chromatography.
3. The intelligent transformer monitoring and operation and maintenance system according to claim 1, wherein the data acquisition terminal comprises: the edge calculation unit is used for receiving the data collected by the sensing unit and processing the data to obtain preprocessed data; the preprocessing data comprises the steps of cleaning, fusing, segmenting, compressing, transmitting and format standardizing the acquired data.
4. The intelligent transformer monitoring and operation and maintenance system according to claim 1, wherein the transformer cloud platform comprises:
the comprehensive data display module: displaying various operation data and indexes of the transformer through various visual angles;
and (3) field operation management: the functions related to task closed-loop management, task process data query and work performance on the intelligent terminal for the transformer full-life standard operation are provided;
an online monitoring module: establishing a transformer monitoring data model, collecting online detection data, inquiring online monitoring data and historical monitoring data of equipment in real time, establishing a transformer state evaluation and fault diagnosis model according to a guide rule, and performing real-time state evaluation and fault diagnosis on the transformer;
intelligent monitoring early warning module: according to the on-line monitoring data and the charged detection data of the transformer, carrying out state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer;
the intelligent operation and maintenance management module: optimizing and suggesting the operation, maintenance and maintenance schedule of the transformer and the transformer cluster by using an optimization algorithm according to the state evaluation and fault diagnosis results of the transformer;
the report management module: the method comprises the functions of editing and managing a report template and automatically generating a report;
a configuration management module: server software configuration management;
a user management module: the method has the functions of adding, deleting, configuring and managing account numbers with different functions and different authorities.
5. The intelligent transformer monitoring and operation and maintenance system according to claim 4, wherein the field operation management comprises: product test: inputting a test standard, collecting test data of a transformer manufacturing factory and a field, and giving a test result report; and (3) charged detection: establishing a transformer live detection standard, establishing a transformer live detection model, and collecting live detection data; and (3) equipment fault treatment: equipment fault event, processing method, processing period and processed result feedback.
6. The intelligent transformer monitoring and operation and maintenance system according to claim 4, wherein the intelligent monitoring and early warning module specifically comprises: based on historical data, expert experience and fault cases of the full life cycle of the transformer, respectively establishing a state evaluation algorithm model, a fault diagnosis algorithm model, a fault prediction algorithm model and a sensor state evaluation algorithm model of the transformer by utilizing a statistical learning algorithm and a deep learning algorithm; and according to the on-line monitoring data and the live detection data of the transformer, performing state evaluation, fault diagnosis, fault prediction and sensor state evaluation on the transformer by using the established algorithm model.
7. The intelligent transformer monitoring and operation and maintenance system according to claim 4, wherein the intelligent operation and maintenance management module comprises: the system has the functions of maintenance strategy optimization, an intelligent inspection scheme, maintenance task management, an intelligent maintenance scheme, risk assessment, tool planning, flow tracking, personnel management, spare part management, equipment load prediction, remote support, task pushing and cost statistics.
8. The intelligent transformer monitoring and operation and maintenance system according to claim 1, wherein the intelligent terminal for transformer full-life standard operation comprises:
a task management module: receiving various field operation tasks issued by a transformer state evaluation and diagnosis system, wherein the various field operation tasks comprise basic information, an operation flow, an operation template and management regulations of the tasks, and field operation personnel finish field data acquisition work one by one according to the content of the issued tasks and submit work products;
a field operation module: providing a data acquisition template for delivery handover, preventive tests, live-line detection, inspection tour and inspection and maintenance regulation, wherein the template needs to define the requirements of data acquisition items, the standard requirements of maps, photographing and accessories;
an auxiliary analysis module: the system provides a basic checking function of data integrity and normalization, a function of judging a threshold value of key data according to national network guide rules, an online monitoring function, an intelligent monitoring and early warning function and an intelligent operation and maintenance management function, a historical case comparison and retrieval function and comprehensive auxiliary field maintenance, design and production operation;
the GPS positioning module is used for assisting a remote manager in monitoring the field operation condition in real time;
a communication and exchange module: a platform for communication is set up, and the platform interacts with a remote expert to assist an operation site;
a configuration management module: and setting and maintaining various parameters of the terminal.
9. The intelligent transformer monitoring and operation and maintenance system according to claim 8, wherein the intelligent terminal for transformer full-life standard operation further comprises: the remote assistance module establishes a terminal-to-terminal and terminal-to-platform text, voice and video communication function through a cloud platform, and realizes an interactive remote assistance business mode of an expert remote assistance field operation team; specifically, the fault prediction and health management system of the cloud platform pushes results of online sensor data and offline collected data of the real-time analysis equipment to hands of field operators in real time, and provides analysis results, operation flows and maintenance suggestion information.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110993702.4ACN113689013A (en) | 2021-08-27 | 2021-08-27 | A transformer intelligent monitoring and operation and maintenance system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110993702.4ACN113689013A (en) | 2021-08-27 | 2021-08-27 | A transformer intelligent monitoring and operation and maintenance system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113689013Atrue CN113689013A (en) | 2021-11-23 |
Family
ID=78583268
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110993702.4APendingCN113689013A (en) | 2021-08-27 | 2021-08-27 | A transformer intelligent monitoring and operation and maintenance system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113689013A (en) |
Cited By (33)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114169642A (en)* | 2021-12-31 | 2022-03-11 | 重庆跃达电力设备有限公司 | Predictive maintenance method, system and storage medium applied to photovoltaic system |
| CN114244866A (en)* | 2021-12-02 | 2022-03-25 | 浙商银行股份有限公司 | Production equipment supervisory systems based on thing networking |
| CN114414911A (en)* | 2021-12-20 | 2022-04-29 | 国网江苏省电力有限公司 | Performance index monitoring system and method of power utilization information acquisition field operation and maintenance tool |
| CN114580973A (en)* | 2022-04-28 | 2022-06-03 | 沈阳中变电气有限责任公司 | Quality monitoring method and system in transformer production process |
| CN114626641A (en)* | 2022-05-13 | 2022-06-14 | 山东汇能电气有限公司 | Transformer power failure prediction system based on data processing |
| CN114666383A (en)* | 2022-03-17 | 2022-06-24 | 山东宇通电气集团坤和电力工程有限公司 | A power distribution monitoring system with multi-channel data transmission |
| CN114757573A (en)* | 2022-05-10 | 2022-07-15 | 西安热工研究院有限公司 | Nuclear power station operation and maintenance management system based on PHM technology |
| CN114875999A (en)* | 2022-05-27 | 2022-08-09 | 上海威派格智慧水务股份有限公司 | Pump room operation and maintenance management system for secondary water supply system |
| CN114899947A (en)* | 2022-05-06 | 2022-08-12 | 安徽宏源电力设计咨询有限责任公司 | Primary equipment monitoring and analyzing system based on intelligent substation |
| CN115018091A (en)* | 2022-04-02 | 2022-09-06 | 安徽又正科技有限公司 | An online monitoring and diagnosis centralized management method and system suitable for driving equipment |
| CN115022379A (en)* | 2022-08-04 | 2022-09-06 | 晋江新建兴机械设备有限公司 | Ceramic production management system based on 5G cloud platform |
| CN115267616A (en)* | 2022-07-01 | 2022-11-01 | 国网辽宁省电力有限公司电力科学研究院 | Transformer operating state monitoring system and method based on enterprise data center |
| CN115313621A (en)* | 2022-05-26 | 2022-11-08 | 国家电网有限公司 | Automatic operation and maintenance system and method for intelligent substation based on grey theory |
| CN115392314A (en)* | 2022-08-30 | 2022-11-25 | 上海锐测电子科技有限公司 | Self-noise reduction method for transformer acoustic imaging online monitoring |
| CN115545278A (en)* | 2022-09-14 | 2022-12-30 | 郭洋洋 | Predictive maintenance system based on big data |
| CN115776651A (en)* | 2022-11-28 | 2023-03-10 | 贵州电网有限责任公司 | System and method for monitoring oil level state of respirator |
| CN115809950A (en)* | 2023-02-07 | 2023-03-17 | 烟台软图信息科技有限公司 | Machine room operation and maintenance management platform and management method |
| CN116300695A (en)* | 2023-03-28 | 2023-06-23 | 广州和兴机电科技有限公司 | An automatic maintenance system for CNC machine tools |
| CN116295661A (en)* | 2023-05-22 | 2023-06-23 | 济南西电特种变压器有限公司 | Transformer fault early warning system based on Internet of things |
| CN116414812A (en)* | 2023-02-14 | 2023-07-11 | 国网电力科学研究院武汉南瑞有限责任公司 | An intelligent analysis method for vacant intervals of substations based on electric power big data |
| CN116523722A (en)* | 2023-06-30 | 2023-08-01 | 江西云绿科技有限公司 | Environment monitoring analysis system with machine learning capability |
| CN116937815A (en)* | 2023-09-13 | 2023-10-24 | 深圳市旺城行电子有限公司 | Intelligent maintenance system for power transformer |
| CN117033899A (en)* | 2023-06-12 | 2023-11-10 | 广州正奇科技有限公司 | Operation and maintenance monitoring system of glue filling machine based on data analysis |
| CN117061568A (en)* | 2023-10-11 | 2023-11-14 | 北京燕能电气技术有限公司 | Intelligent data processing method and system for electrical equipment |
| CN117176249A (en)* | 2023-11-01 | 2023-12-05 | 深圳市光网世纪科技有限公司 | Intelligent monitoring system for optical fiber network |
| CN117744943A (en)* | 2023-12-27 | 2024-03-22 | 苏州市猎创信息技术有限公司 | Visual registration supervision platform for special equipment |
| CN117761444A (en)* | 2024-02-22 | 2024-03-26 | 深圳普泰电气有限公司 | Method and system for monitoring service life of surge protector |
| CN118195425A (en)* | 2024-05-14 | 2024-06-14 | 成都工业职业技术学院 | Teaching task scoring method and system based on three-dimensional modeling |
| CN118246955A (en)* | 2024-04-12 | 2024-06-25 | 成都西部石油装备股份有限公司 | Operation and maintenance cost analysis system of centrifugal machine equipment |
| CN118411140A (en)* | 2023-09-08 | 2024-07-30 | 无锡澎湃数智科技有限公司 | Electric power data supervision system and method based on OCR technology |
| CN118503727A (en)* | 2024-07-16 | 2024-08-16 | 佛山市欧立电子有限公司 | Efficient energy-saving intelligent regulation transformer and operation and maintenance method |
| CN118589680A (en)* | 2024-05-06 | 2024-09-03 | 江门市大光明电力设计有限公司 | A cloud platform-based power equipment monitoring and early warning system and method |
| CN118627678A (en)* | 2024-06-14 | 2024-09-10 | 巅峰科技(东莞)有限公司 | An intelligent optimization system for transformer production line based on artificial intelligence |
Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106056690A (en)* | 2016-05-24 | 2016-10-26 | 国网天津武清供电有限公司 | Line-protecting intelligent inspection method and system based on big data, cloud platform and internet of things |
| CN107967562A (en)* | 2017-11-29 | 2018-04-27 | 国网山西省电力公司太原供电公司 | A kind of construction site job safety remote-control system and method |
| CN108282026A (en)* | 2017-12-27 | 2018-07-13 | 河南平高电气股份有限公司 | A kind of high-tension switch gear novel maintenance system |
| CN108388950A (en)* | 2018-01-29 | 2018-08-10 | 杭州安脉盛智能技术有限公司 | Intelligent transformer O＆M method and system based on big data |
| CN111612646A (en)* | 2020-04-24 | 2020-09-01 | 国网河北省电力有限公司电力科学研究院 | A networked intelligent secondary operation and maintenance system |
| CN112367380A (en)* | 2020-10-29 | 2021-02-12 | 福建省数字福建云计算运营有限公司 | Machine room inspection system and method thereof |
- 2021
- 2021-08-27CNCN202110993702.4Apatent/CN113689013A/enactivePending
Patent Citations (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106056690A (en)* | 2016-05-24 | 2016-10-26 | 国网天津武清供电有限公司 | Line-protecting intelligent inspection method and system based on big data, cloud platform and internet of things |
| CN107967562A (en)* | 2017-11-29 | 2018-04-27 | 国网山西省电力公司太原供电公司 | A kind of construction site job safety remote-control system and method |
| CN108282026A (en)* | 2017-12-27 | 2018-07-13 | 河南平高电气股份有限公司 | A kind of high-tension switch gear novel maintenance system |
| CN108388950A (en)* | 2018-01-29 | 2018-08-10 | 杭州安脉盛智能技术有限公司 | Intelligent transformer O＆M method and system based on big data |
| CN111612646A (en)* | 2020-04-24 | 2020-09-01 | 国网河北省电力有限公司电力科学研究院 | A networked intelligent secondary operation and maintenance system |
| CN112367380A (en)* | 2020-10-29 | 2021-02-12 | 福建省数字福建云计算运营有限公司 | Machine room inspection system and method thereof |
Cited By (46)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114244866A (en)* | 2021-12-02 | 2022-03-25 | 浙商银行股份有限公司 | Production equipment supervisory systems based on thing networking |
| CN114244866B (en)* | 2021-12-02 | 2024-08-02 | 浙商银行股份有限公司 | Production facility supervisory systems based on thing networking |
| CN114414911A (en)* | 2021-12-20 | 2022-04-29 | 国网江苏省电力有限公司 | Performance index monitoring system and method of power utilization information acquisition field operation and maintenance tool |
| CN114169642A (en)* | 2021-12-31 | 2022-03-11 | 重庆跃达电力设备有限公司 | Predictive maintenance method, system and storage medium applied to photovoltaic system |
| CN114666383A (en)* | 2022-03-17 | 2022-06-24 | 山东宇通电气集团坤和电力工程有限公司 | A power distribution monitoring system with multi-channel data transmission |
| CN115018091A (en)* | 2022-04-02 | 2022-09-06 | 安徽又正科技有限公司 | An online monitoring and diagnosis centralized management method and system suitable for driving equipment |
| CN114580973A (en)* | 2022-04-28 | 2022-06-03 | 沈阳中变电气有限责任公司 | Quality monitoring method and system in transformer production process |
| CN114580973B (en)* | 2022-04-28 | 2022-07-08 | 沈阳中变电气有限责任公司 | A kind of quality monitoring method and system for transformer production process |
| CN114899947A (en)* | 2022-05-06 | 2022-08-12 | 安徽宏源电力设计咨询有限责任公司 | Primary equipment monitoring and analyzing system based on intelligent substation |
| CN114757573A (en)* | 2022-05-10 | 2022-07-15 | 西安热工研究院有限公司 | Nuclear power station operation and maintenance management system based on PHM technology |
| CN114626641B (en)* | 2022-05-13 | 2022-08-23 | 山东汇能电气有限公司 | Transformer power failure prediction system based on data processing |
| CN114626641A (en)* | 2022-05-13 | 2022-06-14 | 山东汇能电气有限公司 | Transformer power failure prediction system based on data processing |
| CN115313621A (en)* | 2022-05-26 | 2022-11-08 | 国家电网有限公司 | Automatic operation and maintenance system and method for intelligent substation based on grey theory |
| CN114875999A (en)* | 2022-05-27 | 2022-08-09 | 上海威派格智慧水务股份有限公司 | Pump room operation and maintenance management system for secondary water supply system |
| CN114875999B (en)* | 2022-05-27 | 2023-11-21 | 上海威派格智慧水务股份有限公司 | Pump room operation and maintenance management system for secondary water supply system |
| CN115267616A (en)* | 2022-07-01 | 2022-11-01 | 国网辽宁省电力有限公司电力科学研究院 | Transformer operating state monitoring system and method based on enterprise data center |
| CN115022379A (en)* | 2022-08-04 | 2022-09-06 | 晋江新建兴机械设备有限公司 | Ceramic production management system based on 5G cloud platform |
| CN115022379B (en)* | 2022-08-04 | 2022-10-11 | 晋江新建兴机械设备有限公司 | Ceramic production management system based on 5G cloud platform |
| CN115392314A (en)* | 2022-08-30 | 2022-11-25 | 上海锐测电子科技有限公司 | Self-noise reduction method for transformer acoustic imaging online monitoring |
| CN115545278A (en)* | 2022-09-14 | 2022-12-30 | 郭洋洋 | Predictive maintenance system based on big data |
| CN115776651A (en)* | 2022-11-28 | 2023-03-10 | 贵州电网有限责任公司 | System and method for monitoring oil level state of respirator |
| CN115809950A (en)* | 2023-02-07 | 2023-03-17 | 烟台软图信息科技有限公司 | Machine room operation and maintenance management platform and management method |
| CN116414812A (en)* | 2023-02-14 | 2023-07-11 | 国网电力科学研究院武汉南瑞有限责任公司 | An intelligent analysis method for vacant intervals of substations based on electric power big data |
| CN116300695A (en)* | 2023-03-28 | 2023-06-23 | 广州和兴机电科技有限公司 | An automatic maintenance system for CNC machine tools |
| CN116295661B (en)* | 2023-05-22 | 2023-08-01 | 济南西电特种变压器有限公司 | Transformer fault early warning system based on Internet of things |
| CN116295661A (en)* | 2023-05-22 | 2023-06-23 | 济南西电特种变压器有限公司 | Transformer fault early warning system based on Internet of things |
| CN117033899B (en)* | 2023-06-12 | 2024-06-07 | 广州正奇科技有限公司 | Operation and maintenance monitoring system of glue filling machine based on data analysis |
| CN117033899A (en)* | 2023-06-12 | 2023-11-10 | 广州正奇科技有限公司 | Operation and maintenance monitoring system of glue filling machine based on data analysis |
| CN116523722A (en)* | 2023-06-30 | 2023-08-01 | 江西云绿科技有限公司 | Environment monitoring analysis system with machine learning capability |
| CN118411140A (en)* | 2023-09-08 | 2024-07-30 | 无锡澎湃数智科技有限公司 | Electric power data supervision system and method based on OCR technology |
| CN118411140B (en)* | 2023-09-08 | 2024-10-29 | 无锡澎湃数智科技有限公司 | Electric power data supervision system and method based on OCR technology |
| CN116937815B (en)* | 2023-09-13 | 2023-12-29 | 深圳市旺城行电子有限公司 | Intelligent maintenance system for power transformer |
| CN116937815A (en)* | 2023-09-13 | 2023-10-24 | 深圳市旺城行电子有限公司 | Intelligent maintenance system for power transformer |
| CN117061568A (en)* | 2023-10-11 | 2023-11-14 | 北京燕能电气技术有限公司 | Intelligent data processing method and system for electrical equipment |
| CN117061568B (en)* | 2023-10-11 | 2024-01-12 | 北京燕能电气技术有限公司 | Intelligent data processing method and system for electrical equipment |
| CN117176249A (en)* | 2023-11-01 | 2023-12-05 | 深圳市光网世纪科技有限公司 | Intelligent monitoring system for optical fiber network |
| CN117744943A (en)* | 2023-12-27 | 2024-03-22 | 苏州市猎创信息技术有限公司 | Visual registration supervision platform for special equipment |
| CN117744943B (en)* | 2023-12-27 | 2024-10-22 | 苏州市猎创信息技术有限公司 | Visual registration supervision platform for special equipment |
| CN117761444B (en)* | 2024-02-22 | 2024-04-30 | 深圳普泰电气有限公司 | Method and system for monitoring service life of surge protector |
| CN117761444A (en)* | 2024-02-22 | 2024-03-26 | 深圳普泰电气有限公司 | Method and system for monitoring service life of surge protector |
| CN118246955A (en)* | 2024-04-12 | 2024-06-25 | 成都西部石油装备股份有限公司 | Operation and maintenance cost analysis system of centrifugal machine equipment |
| CN118589680A (en)* | 2024-05-06 | 2024-09-03 | 江门市大光明电力设计有限公司 | A cloud platform-based power equipment monitoring and early warning system and method |
| CN118195425A (en)* | 2024-05-14 | 2024-06-14 | 成都工业职业技术学院 | Teaching task scoring method and system based on three-dimensional modeling |
| CN118627678A (en)* | 2024-06-14 | 2024-09-10 | 巅峰科技(东莞)有限公司 | An intelligent optimization system for transformer production line based on artificial intelligence |
| CN118503727A (en)* | 2024-07-16 | 2024-08-16 | 佛山市欧立电子有限公司 | Efficient energy-saving intelligent regulation transformer and operation and maintenance method |
| CN118503727B (en)* | 2024-07-16 | 2024-10-11 | 佛山市欧立电子有限公司 | Efficient energy-saving intelligent regulation transformer and operation and maintenance method |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN113689013A (en) | A transformer intelligent monitoring and operation and maintenance system | |
| CN111722714B (en) | AR technology-based digital substation metering operation and detection auxiliary method | |
| CN107730017B (en) | Intelligent metallurgical equipment operation diagnosis system | |
| CN110428135A (en) | A kind of pipe gallery equipment condition monitoring management system | |
| US12092269B2 (en) | Method for troubleshooting potential safety hazards of compressor in smart gas pipeline network and internet of things system thereof | |
| CN118430088A (en) | Power plant online inspection system based on fusion of audio and video and Internet of things | |
| CN112990656A (en) | Health evaluation system and health evaluation method for IT equipment monitoring data | |
| CN113472079A (en) | Power distribution station operation and maintenance monitoring cloud robot system, background processing and operation task method | |
| CN116957531A (en) | Intelligent rail transit operation and maintenance system and method based on state perception | |
| CN116522746A (en) | Power distribution hosting method for high-energy-consumption enterprises | |
| CN119048053A (en) | VR-based power inspection method and system | |
| CN119171518A (en) | A smart grid new energy consumption management system | |
| CN118134070A (en) | Management and control sub-platform of main coal flow transportation system of coal mine | |
| CN120471432A (en) | Intelligent building safety management system based on big data | |
| CN115661967A (en) | Intelligent linkage inspection method applied to equipment faults of converter station | |
| CN119503571A (en) | A method, device, equipment and system for intelligent maintenance of elevators based on artificial intelligence | |
| CN204650248U (en) | The total management system of plant personnel and equipment | |
| CN113922502A (en) | An intelligent video operation and maintenance management system and management method | |
| CN112116108A (en) | Expert system and method for failure analysis of power equipment | |
| CN117495097A (en) | Risk early warning method and device, nonvolatile storage medium and electronic equipment | |
| Fang et al. | Design and Development of Industrial Safety APPs | |
| CN109523199B (en) | Visual external force damage control system based on interactive distribution network GIS platform | |
| CN109494882B (en) | Method and system for diagnosing state of substation switch equipment | |
| CN114520543B (en) | Operation and maintenance system for secondary equipment | |
| Tu | Intelligent Equipment Operation and Inspection |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication | Application publication date:20211123 |