CN111683224A - Power engineering field supervision system and supervision method - Google Patents
Power engineering field supervision system and supervision method Download PDFInfo
- Publication number
- CN111683224A CN111683224A CN202010490187.3A CN202010490187A CN111683224A CN 111683224 A CN111683224 A CN 111683224A CN 202010490187 A CN202010490187 A CN 202010490187A CN 111683224 A CN111683224 A CN 111683224A
- Authority
- CN
- China
- Prior art keywords
- supervision
- information
- service platform
- data
- mobile terminal
- 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
- 238000000034 method Methods 0.000 title claims abstract description 23
- 238000012545 processing Methods 0.000 claims abstract description 9
- 230000000694 effects Effects 0.000 claims description 42
- 238000004458 analytical method Methods 0.000 claims description 31
- 238000007621 cluster analysis Methods 0.000 claims description 12
- 238000001914 filtration Methods 0.000 claims description 6
- 238000003860 storage Methods 0.000 claims description 5
- 238000010276 construction Methods 0.000 abstract description 30
- 230000005540 biological transmission Effects 0.000 abstract description 10
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 2
- 238000013473 artificial intelligence Methods 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000001364 causal effect Effects 0.000 description 1
- 238000009430 construction management Methods 0.000 description 1
- 238000002788 crimping Methods 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 238000009826 distribution Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000007689 inspection Methods 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 238000003825 pressing Methods 0.000 description 1
- 238000012954 risk control Methods 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
- 238000003466 welding Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Economics (AREA)
- Health & Medical Sciences (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Development Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- General Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Marketing (AREA)
- Educational Administration (AREA)
- Computational Linguistics (AREA)
- Software Systems (AREA)
- Public Health (AREA)
- Biomedical Technology (AREA)
- Quality & Reliability (AREA)
- Operations Research (AREA)
- Water Supply & Treatment (AREA)
- Game Theory and Decision Science (AREA)
- Primary Health Care (AREA)
- Life Sciences & Earth Sciences (AREA)
- Artificial Intelligence (AREA)
- Signal Processing (AREA)
- Biophysics (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Molecular Biology (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention relates to the technical field of supervision of an electric power construction site, and discloses an electric power engineering site supervision system and a supervision method, which are used for ensuring the timeliness and the accuracy of information transmission of the electric power construction site and improving the informatization safety management level; the supervision system comprises a supervision position service platform, a mobile terminal and a data acquisition device; the data acquisition device comprises a sensor, and the sensor is used for acquiring related data; the supervision position service platform is used for analyzing and processing the related data to obtain supervision information and sending the supervision information to the mobile terminal; the mobile terminal corresponds to the field supervisors one by one, and each field supervisor acquires the supervision information through the mobile terminal.
Description
Technical Field
The invention relates to the technical field of supervision of electric power construction sites, in particular to a supervision system and a supervision method for an electric power engineering site.
Background
The development of the power industry is closely related to the whole society, a large number of power construction projects are accompanied in the safety production of the power industry, the projects comprise multiple projects such as new construction, extension, modification and the like, and have the characteristics of fluidity, complexity and variability, the power engineering construction supervision represents that a construction unit monitors the construction behavior of a construction undertaking unit, and the power engineering construction supervision effectively manages different stages of the projects and different service modes adopted in the construction process from the aspect of controlling project targets. Because the field supervision work of the power engineering has the characteristics of a plurality of points, a wide range and the like, the field supervision needs a plurality of professional categories, the supervision levels such as engineering quality, safety, progress and the like depend on the capability and attitude of field supervision personnel to a great extent, and the phenomena of insufficient capability or poor responsibility of part of the supervision personnel exist.
Aiming at the phenomena of improper configuration, uneven quality, out-of-control of critical process risk control points, serious failure of site supervision work and the like of the supervision personnel, the site supervision of the existing power construction is greatly influenced by human factors, so that the site supervision work cannot be effectively guaranteed on guaranteeing the quality and safety of large-scale complex power construction projects, and the project construction level is limited.
Disclosure of Invention
The invention aims to provide a power engineering field supervision system and a supervision method, which are used for solving the problems in the prior art.
In order to achieve the above object, the present invention provides a power engineering site supervision system, including: the system comprises a supervision position service platform, a mobile terminal and a data acquisition device;
the data acquisition device comprises a sensor, and the sensor is used for acquiring related data;
the supervision position service platform is used for analyzing and processing the related data to obtain supervision information and sending the supervision information to the mobile terminal;
the mobile terminal corresponds to field supervisors one to one, and each field supervisor acquires the supervision information through the mobile terminal.
Preferably, the proctoring location service platform comprises a cluster analysis unit, and the cluster analysis unit is used for performing cluster analysis on the related data and performing data noise filtering processing to establish a field proctoring personnel, equipment and material activity track model.
Preferably, the proctoring location service platform further includes a scenario analysis unit, where the scenario analysis unit is configured to perform scenario analysis on the related data, and generate a scenario analysis result based on a key point according to feature data on a key working plane.
Preferably, the administrative location service platform further comprises an activity model management unit, and the activity model management unit is used for performing operations of adding, deleting, checking and changing various administrative activity models.
Preferably, the proctoring location service platform further comprises a personnel activity analysis unit, and the personnel activity analysis unit is used for quantitatively analyzing the working condition of the proctoring personnel according to the related information to establish a personnel activity model.
Preferably, the proctoring location service platform further comprises an equipment activity analysis unit, and the equipment activity analysis unit is used for quantitatively analyzing the material use condition according to the related information to establish a material activity model.
Preferably, the proctoring location service platform further comprises a material activity analysis unit, and the material activity analysis unit is used for quantitatively analyzing the material use condition according to the related information to establish a material activity model.
Preferably, the system further comprises a local storage end, wherein the local storage end is used for receiving and storing the related data.
As a general inventive concept, the present invention further provides a supervision method applied to the power engineering site supervision system, including the following steps:
controlling the data acquisition device to acquire relevant data including position identification and time stamp in supervision work and sending the relevant data to the supervision position service platform;
controlling the supervision position service platform to analyze and process the related data to obtain supervision information, and sending the supervision information to the mobile terminal;
the mobile terminal corresponds to field supervisors one to one, and each field supervisor acquires the supervision information through the mobile terminal.
Preferably, the related data comprises one or more of structured data and unstructured data;
the controlling the proctoring location service platform to analyze and process the related information specifically comprises:
and performing cluster analysis on various noisy field supervision historical real-time data sets, filtering data noise, finally identifying field supervision activity track clusters according to results, and establishing a field supervision activity track model to obtain supervision information.
The invention has the following beneficial effects:
the invention provides a power engineering field supervision system and a supervision method, which comprise the following steps: the system comprises a supervision position service platform, a mobile terminal and a data acquisition device; the data acquisition device comprises a sensor, and the sensor is used for acquiring related data; the mobile terminal corresponds to the field supervisors one by one, and each field supervisor acquires supervision information through the mobile terminal; and the supervision position service platform is used for analyzing and processing the related information to obtain supervision information and sending the supervision information to the mobile terminal. The electric power engineering site supervision system realizes real-time acquisition, monitoring and recording of electric power construction site information, brings convenience to supervisors at all levels and leaders at all levels to rapidly judge the working site conditions, ensures the timeliness and accuracy of electric power construction site information transmission, and improves the informatization safety management level.
The present invention will be described in further detail below with reference to the accompanying drawings.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the invention and, together with the description, serve to explain the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic structural diagram of a power engineering site supervision system according to a preferred embodiment of the present invention;
FIG. 2 is a flow chart of information in the electric power engineering site supervision system according to the preferred embodiment of the present invention;
fig. 3 is a flowchart of a supervision method of the power engineering site supervision system according to the preferred embodiment of the present invention.
Detailed Description
The embodiments of the invention will be described in detail below with reference to the drawings, but the invention can be implemented in many different ways as defined and covered by the claims.
In consideration of the problems of wide scattered area of an electric power construction site, construction information exchange and low intelligent degree of a construction management and control mode, the embodiment of the invention provides a system and a method for supervising an electric power engineering site; the technology can be widely applied to each site of electric power construction, and can be further extended and expanded to be used in construction sites of various industries. The specific embodiment thereof is as follows.
Example 1
As shown in fig. 1, the power engineering site supervision system of the present embodiment includes: the system comprises a supervision position service platform, a mobile terminal and a data acquisition device;
the data acquisition device comprises a sensor, and the sensor is used for acquiring related data;
the supervision position service platform is used for analyzing and processing the related data to obtain supervision information and sending the supervision information to the mobile terminal;
the mobile terminal corresponds to the field supervisors one by one, and each field supervisor acquires the supervision information through the mobile terminal.
Specifically, in this embodiment, the mobile terminal may be a mobile phone or a tablet or other device for a supervisor to enter various construction information including a power engineering project schedule, a power engineering safety daily report, a safety quality inspection record, and a work plan. The mobile terminal is a product customized to the system, and the function of the mobile terminal is similar to that of a mobile phone or a tablet, but the mobile terminal is specially limited to work use.
The system distributes a personal exclusive account number (ID) to each proctoring person, electronic hierarchical management is carried out on the account, and the administrator account is the highest level and can manage, add and increase the authority of the sub-accounts. A supervisor logs in a personal account to enter the system through a mobile terminal APP, and looks up related information according to the affiliated authority.
The related data in the present embodiment includes image information and position information. Image information is collected by a mapping device (sensor); the location information is provided by the GPS module of the mobile terminal, the location in the image information and the time stamp. The image transmission equipment is similar to a monitoring camera, but the system also comprises an intelligent safety helmet and an intelligent distribution control ball; in addition, the mobile terminal is also image transmission equipment, and can realize photographing, video recording and the like. Specifically, the information collected by the sensor in this embodiment refers to: the information of the use and movement change conditions of elements such as construction site personnel, equipment and materials; the construction site basic information, the personnel information, the construction progress information and other structured data are obtained by comprehensively combining the basic condition of the construction site and the real-time condition of the construction site through a supervisor and then are manually input into the system; unstructured information such as image information, voice information, video information and the like is collected by network drawing transmission equipment arranged on a construction site according to actual working requirements; in the present embodiment, there are 2 types of methods for acquiring the location information and the time information: one type of information collected for the image transmission equipment is provided with a position and a time stamp; and the other mobile terminal for allocating the supervision personnel is provided with a GPS function, so that the track positioning of the supervision personnel is realized.
The information flow direction of the electric power engineering field supervision system is shown in fig. 2, so that the electric power construction field information is collected, monitored and recorded in real time, supervision personnel and leaders at all levels can conveniently and rapidly judge the working field condition, the timeliness and the accuracy of the electric power construction field information transmission are ensured, and the informatization safety management level is improved.
As a preferred embodiment of this embodiment, the proctoring location service platform includes a cluster analysis unit, and the cluster analysis unit is configured to perform cluster analysis on related data and perform data noise filtering processing to establish a trajectory model of activities of field proctoring personnel, equipment, and materials.
As a preferred embodiment of this embodiment, the proctoring location service platform further includes a scenario analysis unit, and the scenario analysis unit is configured to perform scenario analysis on the related data, and generate a scenario analysis result based on the key point according to the feature data on the key working plane. Specifically, the scene analysis unit analyzes the situation of the field work by combining the video and image information collected by the image transmission device. A plurality of working scenes are preset in the computer, a plurality of elements to be analyzed are preset under each scene, and the values of the elements are analyzed one by one through an artificial intelligence algorithm according to information collected by the image transmission equipment. The analysis elements are mainly extracted from sensors (image transmission devices), and are generally some measured values in the construction process, such as: factors in the high-altitude wire crimping work scene include the overlapping length of the wires, the welding quality, the opposite side distance size of the pressing die and the like. In this embodiment, the main task of the scenario analysis is to analyze and determine a causal relationship between elements of each scenario in the event evolution process through a correlation algorithm, for example, a statistical analysis method and an artificial neural network algorithm, and predict and estimate a scenario that may occur in a next time period based on the analysis of elements of the current scenario. It should be noted that, since the adopted related algorithm is the prior art, the algorithm is not described in detail here.
As a preferred embodiment of this embodiment, the administrative location service platform further includes an activity model management unit, and the activity model management unit is configured to provide operations of adding, deleting, checking, and changing various administrative activity models. In this embodiment, one supervision location service platform may be connected to a plurality of user mobile terminals, and a plurality of data acquisition terminal systems may set permissions for the respective user mobile terminals. For example, the user mobile terminal corresponding to the field supervisor or engineer of the project department has the authority to collect data and view the data, and the user mobile terminal corresponding to the enterprise supervisor or manager has the authority to view, reward and punish according to the result and issue management measures.
As a preferred embodiment of this embodiment, the proctoring location service platform further includes a human activity analysis unit, and the human activity analysis unit is configured to quantitatively analyze the working condition of the proctoring person according to the relevant information to establish a human activity model.
As a preferred embodiment of this embodiment, the proctoring location service platform further includes an equipment activity analysis unit, and the equipment activity analysis unit is configured to quantitatively analyze the material usage according to the related information to establish a material activity model.
As a preferred embodiment of this embodiment, the proctoring location service platform further includes a material activity analysis unit, and the material activity analysis unit is configured to quantitatively analyze the material usage according to the related information to establish a material activity model.
As a preferred implementation manner of this embodiment, the system further includes a local storage end, and the local storage end is configured to receive and store the related information.
Example 2
As shown in fig. 3, corresponding to the embodiment 1, the present embodiment further provides a supervision method applied to the electric power engineering site supervision system of the embodiment 1, including the following steps:
controlling a data acquisition device to acquire relevant data including position identification and time stamp in supervision work and sending the relevant data to a supervision position service platform;
the control supervision position service platform analyzes and processes the related information to obtain supervision information, and sends the supervision information to the mobile terminal;
the mobile terminal corresponds to the field supervisors one by one, and each field supervisor acquires the supervision information through the mobile terminal.
In this embodiment, the related data includes one or a combination of more of structured data and unstructured data;
the control supervision position service platform for analyzing and processing the related data specifically comprises the following steps:
and performing cluster analysis on various noisy field supervision historical real-time data sets, filtering data noise, finally identifying field supervision activity track clusters according to results, and establishing a field supervision activity track model to obtain supervision information.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. An electric power engineering site supervision system, comprising: the system comprises a supervision position service platform, a mobile terminal and a data acquisition device;
the data acquisition device comprises a sensor, and the sensor is used for acquiring related data;
the supervision position service platform is used for analyzing and processing the related data to obtain supervision information and sending the supervision information to the mobile terminal;
the mobile terminal corresponds to field supervisors one to one, and each field supervisor acquires the supervision information through the mobile terminal.
2. The electric power engineering site supervision system according to claim 1, wherein the supervision location service platform comprises a cluster analysis unit, and the cluster analysis unit is used for performing cluster analysis on the related data and performing data noise filtering processing to establish a site supervision personnel, equipment and material activity track model.
3. The electric power engineering site supervision system according to claim 2, wherein the supervision location service platform further comprises a scenario analysis unit, wherein the scenario analysis unit is configured to perform scenario analysis on the related data, and generate a scenario analysis result based on a key point according to feature data on a key operation plane.
4. The electric power engineering site supervision system according to claim 3, wherein the supervision location service platform further comprises an activity model management unit, and the activity model management unit is configured to provide operations of adding, deleting, checking and changing various supervision activity models.
5. The electric power engineering site supervision system according to claim 4, wherein the supervision location service platform further comprises a human activity analysis unit for quantitatively analyzing the working condition of the supervision personnel according to the related information to establish a human activity model.
6. The power engineering site supervision system according to claim 5, wherein the supervision location service platform further comprises an equipment activity analysis unit for quantitatively analyzing material usage according to the related information to build a material activity model.
7. The power engineering site supervision system according to claim 6, wherein the supervision location service platform further comprises a material activity analysis unit for quantitatively analyzing material usage according to the related information to build a material activity model.
8. The power engineering site supervision system according to claim 1, further comprising a local storage terminal for receiving and storing the relevant data.
9. A supervision method applied to the electric power engineering site supervision system according to any one of the claims 1 to 8, characterized by comprising the following steps:
controlling the data acquisition device to acquire relevant data including position identification and time stamp in supervision work and sending the relevant data to the supervision position service platform;
controlling the supervision position service platform to analyze and process the related data to obtain supervision information, and sending the supervision information to the mobile terminal;
and acquiring the supervision information through the mobile terminal.
10. The proctoring method as defined in claim 9, wherein the related data comprises one or a combination of structured data and unstructured data;
the controlling the proctoring location service platform to analyze and process the related information specifically comprises:
and performing cluster analysis on various noisy field supervision historical real-time data sets, filtering data noise, finally identifying field supervision activity track clusters according to results, and establishing a field supervision activity track model to obtain supervision information.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010490187.3A CN111683224A (en) | 2020-06-02 | 2020-06-02 | Power engineering field supervision system and supervision method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010490187.3A CN111683224A (en) | 2020-06-02 | 2020-06-02 | Power engineering field supervision system and supervision method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN111683224A true CN111683224A (en) | 2020-09-18 |
Family
ID=72453762
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010490187.3A Pending CN111683224A (en) | 2020-06-02 | 2020-06-02 | Power engineering field supervision system and supervision method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111683224A (en) |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130120518A1 (en) * | 2011-11-14 | 2013-05-16 | Gold Post Technologies, Inc. | Remote Virtual Supervision System |
| CN106056347A (en) * | 2016-05-16 | 2016-10-26 | 北京诺士诚国际工程项目管理有限公司 | Engineering project management cloud platform system based on video monitoring |
| CN106056268A (en) * | 2016-05-17 | 2016-10-26 | 北京诺士诚国际工程项目管理有限公司 | Engineering project management cloud platform system based on material tracking |
| CN110472858A (en) * | 2019-08-10 | 2019-11-19 | 浙江同洲项目管理有限公司 | A kind of Project Supervision approaches to IM |
| CN111046075A (en) * | 2019-12-20 | 2020-04-21 | 广东海外建设咨询有限公司 | Project supervision informatization construction and management method and device |
-
2020
- 2020-06-02 CN CN202010490187.3A patent/CN111683224A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20130120518A1 (en) * | 2011-11-14 | 2013-05-16 | Gold Post Technologies, Inc. | Remote Virtual Supervision System |
| CN106056347A (en) * | 2016-05-16 | 2016-10-26 | 北京诺士诚国际工程项目管理有限公司 | Engineering project management cloud platform system based on video monitoring |
| CN106056268A (en) * | 2016-05-17 | 2016-10-26 | 北京诺士诚国际工程项目管理有限公司 | Engineering project management cloud platform system based on material tracking |
| CN110472858A (en) * | 2019-08-10 | 2019-11-19 | 浙江同洲项目管理有限公司 | A kind of Project Supervision approaches to IM |
| CN111046075A (en) * | 2019-12-20 | 2020-04-21 | 广东海外建设咨询有限公司 | Project supervision informatization construction and management method and device |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110971666A (en) | Internet of things management system and communication method thereof | |
| CN106647336B (en) | Simulation-based intelligent monitoring system for aircraft assembly process | |
| CN111768123A (en) | Visual management system for power distribution network construction site | |
| CN111508097A (en) | Site inspection method, device, equipment and storage medium | |
| CN109117526A (en) | One kind being suitable for mechanical system maintenance of equipment and guides data record and analysis system | |
| CN117371952B (en) | Multi-project collaborative management system | |
| CN113239750A (en) | System, method, equipment and application for detecting personnel behaviors in electric power business hall | |
| CN114254982A (en) | Smart factory cloud management system | |
| CN111178778A (en) | Security activity scheme generation method and system based on machine learning and security activity management system | |
| CN115660602A (en) | Software supervision system based on smart building site management cloud platform | |
| CN114640177B (en) | Electric energy efficiency monitoring method based on electric energy efficiency monitoring device | |
| CN114025308B (en) | Personnel and vehicle supervision method in operation area | |
| CN106846529A (en) | The method for inspecting and inspection device of cable | |
| CN114091944A (en) | Cloud-end-coordinated distribution network engineering field operation analysis decision system | |
| CN113922502A (en) | Intelligent video operation and maintenance management system and management method | |
| CN212990152U (en) | Agricultural sewage management system | |
| CN113869589A (en) | Power transmission line accident prediction method based on knowledge graph and inspection system | |
| CN117474238A (en) | System and method for managing and controlling construction progress based on WEB terminal | |
| CN111683224A (en) | Power engineering field supervision system and supervision method | |
| CN112288302A (en) | Engineering quality control method and system based on BIM | |
| CN117081917A (en) | Intelligent gateway based on AI (advanced technology attachment) internet of things sewage treatment operation and maintenance management | |
| CN206726273U (en) | A kind of mobile operation and DSS | |
| CN115760024A (en) | Intelligent building management and control platform based on BIM | |
| RU98387U1 (en) | DECISION MAKING SUPPORT SYSTEM FOR OPERATING AND DISPATCHING AND OPERATING PERSONNEL OF AUTOMATED SORTING SLIDES (DSS KDK SU) | |
| CN113469382A (en) | Production equipment debugging management system based on Internet of things |
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 |
Application publication date: 20200918 |
|
| RJ01 | Rejection of invention patent application after publication |