CN114862288B - Intelligent water affair secondary pressurization management system - Google Patents
Intelligent water affair secondary pressurization management system Download PDFInfo
- Publication number
- CN114862288B CN114862288B CN202210788983.4A CN202210788983A CN114862288B CN 114862288 B CN114862288 B CN 114862288B CN 202210788983 A CN202210788983 A CN 202210788983A CN 114862288 B CN114862288 B CN 114862288B
- Authority
- CN
- China
- Prior art keywords
- maintenance
- data
- personnel
- equipment
- inspection
- 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.)
- Active
Links
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 title claims abstract description 27
- 238000012423 maintenance Methods 0.000 claims abstract description 173
- 230000002159 abnormal effect Effects 0.000 claims abstract description 96
- 238000012544 monitoring process Methods 0.000 claims abstract description 30
- 238000004422 calculation algorithm Methods 0.000 claims abstract description 16
- 238000007405 data analysis Methods 0.000 claims abstract description 14
- 238000012937 correction Methods 0.000 claims abstract description 8
- 238000007689 inspection Methods 0.000 claims description 95
- 238000007726 management method Methods 0.000 claims description 30
- 230000008439 repair process Effects 0.000 claims description 17
- 230000008859 change Effects 0.000 claims description 7
- 230000000007 visual effect Effects 0.000 claims description 5
- 238000012795 verification Methods 0.000 claims description 4
- 230000007613 environmental effect Effects 0.000 claims description 3
- 239000000463 material Substances 0.000 claims description 3
- 238000000034 method Methods 0.000 description 32
- 230000006870 function Effects 0.000 description 16
- 230000008569 process Effects 0.000 description 11
- 238000012545 processing Methods 0.000 description 10
- 230000006872 improvement Effects 0.000 description 9
- 238000010586 diagram Methods 0.000 description 8
- 238000004590 computer program Methods 0.000 description 7
- 238000005516 engineering process Methods 0.000 description 5
- 238000004364 calculation method Methods 0.000 description 4
- 230000009471 action Effects 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 230000000694 effects Effects 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000000750 progressive effect Effects 0.000 description 2
- 238000012800 visualization Methods 0.000 description 2
- 230000005856 abnormality Effects 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000001413 cellular effect Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 230000005484 gravity Effects 0.000 description 1
- 230000005055 memory storage Effects 0.000 description 1
- 238000003062 neural network model Methods 0.000 description 1
- 229920001296 polysiloxane Polymers 0.000 description 1
- 238000012216 screening Methods 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 238000012549 training Methods 0.000 description 1
Images
Classifications
-
- 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
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06311—Scheduling, planning or task assignment for a person or group
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/242—Query formulation
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/04817—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance using icons
-
- 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
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- 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
- G06Q10/20—Administration of product repair or maintenance
-
- 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
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/01—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
- G08B25/08—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using communication transmission lines
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02A—TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
- Y02A20/00—Water conservation; Efficient water supply; Efficient water use
- Y02A20/152—Water filtration
Landscapes
- Engineering & Computer Science (AREA)
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Strategic Management (AREA)
- General Physics & Mathematics (AREA)
- Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- General Engineering & Computer Science (AREA)
- Quality & Reliability (AREA)
- Operations Research (AREA)
- Data Mining & Analysis (AREA)
- Health & Medical Sciences (AREA)
- Educational Administration (AREA)
- Databases & Information Systems (AREA)
- Development Economics (AREA)
- Computational Linguistics (AREA)
- Game Theory and Decision Science (AREA)
- Emergency Management (AREA)
- Human Computer Interaction (AREA)
- Mathematical Physics (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
The invention discloses an intelligent water affair secondary pressurization management system, which comprises: the data acquisition module is used for acquiring real-time monitoring data of a plurality of devices in different pump room areas of the target secondary pressurization system; the data analysis module is used for monitoring the data of the plurality of devices in real time, analyzing the data according to a preset data analysis algorithm and determining abnormal device data; the command generation module is used for determining abnormal equipment according to the abnormal equipment data and generating a control correction command and a maintenance command aiming at the abnormal equipment; and the alarm module is used for generating an alarm signal corresponding to the abnormal equipment according to the abnormal equipment data and the abnormal equipment and sending the alarm signal to a corresponding notification terminal. Therefore, the safety and the intelligence of the secondary pressurization system can be greatly improved.
Description
Technical Field
The invention relates to the technical field of monitoring data processing, in particular to an intelligent water affair secondary pressurization management system.
Background
The secondary pressurized water supply refers to that water pressure is increased by methods such as air pressure and the like except for the action of gravity, water is delivered to a higher water level, so that the traditional high water tower mode can be broken, water can be directly supplied to a high place from a low place, and a secondary pressurized system generally adopts non-negative pressure water supply equipment or variable-frequency constant-pressure water supply equipment and the like as equipment to provide secondary pressurized service. However, the existing secondary pressurization system is generally managed manually, and the monitoring equipment and the data processing technology are not considered to improve the management efficiency and the safety, so that the defects exist, and improvement is needed.
Disclosure of Invention
The invention aims to provide an intelligent water affair secondary pressurization management system, which can greatly improve the safety and intelligence of a secondary pressurization system.
In order to solve the above technical problem, a first aspect of the present invention discloses an intelligent water service secondary pressurization management system, including:
the data acquisition module is used for acquiring real-time monitoring data of a plurality of devices in different pump room areas of the target secondary pressurization system;
the data analysis module is used for monitoring the data of the plurality of devices in real time, analyzing the data according to a preset data analysis algorithm and determining abnormal device data;
the command generation module is used for determining abnormal equipment according to the abnormal equipment data and generating a control correction command and a maintenance command for the abnormal equipment;
and the alarm module is used for generating an alarm signal corresponding to the abnormal equipment according to the abnormal equipment data and the abnormal equipment and sending the alarm signal to a corresponding notification terminal.
In an optional embodiment, the device real-time monitoring data includes at least one of device pressure data, device flow data, device water quality data, device electrical degree data, device voltage data, device current data, device appearance image data, pump room environmental sanitation data and device sanitation data, pump room temperature data, pump room humidity data, pump room door access data, and pump room door and window monitoring data.
In an optional embodiment, the system further comprises:
the maintenance management module is used for receiving a maintenance instruction for the abnormal equipment and a historical equipment fault repair report record in a historical database, and generating a maintenance personnel scheduling strategy corresponding to the maintenance instruction according to the maintenance instruction and the historical equipment fault repair report record; and the maintenance personnel scheduling strategy is used for scheduling maintenance personnel to the abnormal equipment for maintenance.
In an optional embodiment, the repair order comprises a plurality of repair orders corresponding to a plurality of abnormal devices; the maintenance management module includes:
the fault verification unit is used for determining the latest preset number of fault repair records corresponding to the abnormal equipment corresponding to the maintenance instruction from the historical equipment fault repair records aiming at each maintenance instruction, calculating the data similarity between the fault repair records and the fault reasons respectively indicated by the maintenance instruction, and determining that the maintenance instruction is true when the data similarity is greater than a preset similarity threshold;
and the maintenance planning module is used for generating corresponding maintenance personnel scheduling strategies for the plurality of maintenance instructions judged to be true according to personnel parameters of a plurality of maintenance personnel and a preset dynamic planning algorithm.
In an optional embodiment, the maintenance planning module analyzes and calculates the maintenance scheduling policy by performing the following steps:
determining the maintenance cost corresponding to each maintenance instruction according to the abnormal equipment of each maintenance instruction; the maintenance cost comprises maintenance time cost, maintenance labor cost and maintenance material cost;
determining an idle time period for each of the service personnel;
determining the current personnel position of each maintenance personnel, and determining the route cost of any maintenance personnel for executing any maintenance instruction according to the equipment position of each maintenance instruction; the trip cost comprises a trip time and a trip spending;
determining the objective function as the minimum working cost corresponding to the scheduling scheme; the scheduling scheme is a scheme for scheduling a specific maintenance person to go to execute a specific maintenance instruction; the working cost is the sum of the maintenance cost and the distance cost corresponding to all the maintenance instructions executed in the scheduling scheme;
determining a constraint condition that the execution command time of any maintenance personnel corresponding to the scheduling scheme is within the idle time period;
and calculating an optimal scheduling scheme corresponding to the plurality of maintenance instructions based on a preset dynamic programming algorithm according to the objective function and the constraint condition, and determining the optimal scheduling scheme as the maintenance personnel scheduling strategy.
In an optional embodiment, the system further comprises:
the inspection management module is used for executing the following steps:
acquiring the abnormal data in the historical time period and the current routing inspection plan; the inspection plan is used for indicating inspection objects of different inspection personnel at different time periods;
determining at least one historical abnormal device according to the abnormal data in the historical time period;
according to the current routing inspection plan, for any one of the historical abnormal equipment, determining the current distance between the current routing inspection object of each routing inspection worker and the historical abnormal equipment;
arranging all the inspection personnel according to the current distance from small to large to obtain a first personnel sequence, and determining a first number of inspection personnel in front of the first personnel sequence as candidate inspection personnel;
determining the future idle time length of each candidate inspection person according to the current inspection plan, arranging all the candidate inspection persons according to the future idle time lengths from large to small to obtain a second person sequence, and determining the first second number of candidate inspection persons of the second person sequence as the inspection persons to be notified;
sending all the notification inspection personnel to inspection instructions aiming at the historical abnormal equipment;
calculating the change rate of the real-time distance between the real-time position of any notification inspection personnel after the inspection instruction is sent and the historical abnormal equipment;
and determining the informing patrol personnel with the highest change rate in a preset time period as the patrol personnel going to execute the inspection instruction, and informing other informing patrol personnel to cancel the task corresponding to the inspection instruction.
In an optional embodiment, the system further comprises:
maintenance-patrol inspection joint management module for obtain that same target device corresponds maintenance instruction with inspection instruction, and receive in real time maintenance instruction corresponds the execution conditions and the patrol inspection personnel that inspection instruction corresponds sends back the result of patrolling and examining, judges whether patrol inspection result is normal result, and judges whether maintenance instruction has not executed yet, if two results are all yes, cancel maintenance instruction and notice the maintenance personnel that maintenance instruction corresponds.
In an optional embodiment, the system further comprises a mobile terminal equipped on the executive, the mobile terminal comprising:
the instruction receiving unit is used for receiving the maintenance instruction and the inspection instruction;
the information display unit is used for displaying the equipment information of the abnormal equipment corresponding to the maintenance instruction or the inspection instruction; the equipment information comprises equipment fault reasons, equipment positions and equipment types;
the image sensing unit is used for responding to the operation of the executive personnel and acquiring a maintenance video or a maintenance photo corresponding to the abnormal equipment when the executive personnel executes the maintenance instruction or the inspection instruction;
and the data acquisition unit is used for responding to the operation of the executive personnel and sending a data acquisition instruction to the data acquisition module so as to acquire the real-time monitoring data of the equipment corresponding to the abnormal equipment.
In an optional embodiment, the system further comprises:
and the visual display module is used for acquiring and displaying an electronic map of the pump room corresponding to the target secondary pressurization system, and displaying the equipment real-time monitoring data, the abnormal equipment data and the alarm signal on different pump room icons on the electronic map.
In an optional embodiment, the visualization presentation module is further configured to perform the following steps:
acquiring the click times of a map area corresponding to each pump room icon;
determining the pump room corresponding to the map area with the number of the clicking times arranged in the front preset number as a core attention pump room;
and when the alarm signals of a plurality of pump rooms are received at the same time, the alarm signals of the core concerned pump rooms are preferentially displayed.
Compared with the prior art, the invention has the following beneficial effects:
the embodiment of the invention discloses an intelligent water affair secondary pressurization management system, which comprises: the data acquisition module is used for acquiring real-time monitoring data of a plurality of devices in different pump room areas of the target secondary pressurization system; the data analysis module is used for monitoring the data of the plurality of devices in real time, analyzing the data according to a preset data analysis algorithm and determining abnormal device data; the command generation module is used for determining abnormal equipment according to the abnormal equipment data and generating a control correction command and a maintenance command for the abnormal equipment; and the alarm module is used for generating an alarm signal corresponding to the abnormal equipment according to the abnormal equipment data and the abnormal equipment and sending the alarm signal to a corresponding notification terminal. Therefore, the invention can utilize real-time equipment monitoring data to monitor and analyze the secondary pressurization system, and send out an alarm or control command or a maintenance command aiming at the abnormal data obtained by analysis so as to maintain the possible abnormality in the secondary pressurization system, thereby greatly improving the safety and intelligence of the secondary pressurization system.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic structural diagram of an intelligent water-service secondary pressurization management system according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be obtained by a person skilled in the art without inventive step based on the embodiments of the present invention, are within the scope of protection of the present invention.
The terms "first," "second," and the like in the description and claims of the present invention and in the above-described drawings are used for distinguishing between different objects and not necessarily for describing a particular sequential or chronological order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, apparatus, article, or article that comprises a list of steps or modules is not limited to those listed but may alternatively include other steps or modules not listed or inherent to such process, method, article, or article.
Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein may be combined with other embodiments.
Specifically, please refer to fig. 1, in which fig. 1 is a schematic structural diagram of an intelligent water-service secondary pressurization management system according to an embodiment of the present invention. As shown in fig. 1, the intelligent water service secondary pressurization management system at least includes a data acquisition module 101, a data analysis module 102, an instruction generation module 103, and an alarm module 104.
Specifically, the data acquiring module 101 is configured to acquire real-time monitoring data of multiple devices in different pump room areas of the target secondary pressurization system.
Optionally, a plurality of sensors of different types, such as a pressure gauge, a flow meter, an electric metering device or a temperature and humidity sensing device, may be arranged at different devices at different positions of different pump rooms of the secondary pressurization system, so as to obtain sensing data of different devices, and perform network communication between the sensors and the cloud end, so as to transmit the information in real time.
Optionally, the device real-time monitoring data may include at least one of device pressure data, device flow data, device water quality data, device electrical degree data, device voltage data, device current data, device appearance image data, pump room environmental sanitation data and device sanitation data, pump room temperature data, pump room humidity data, pump room access control data, and pump room door and window monitoring data.
Specifically, the data analysis module 102 is configured to monitor data of the multiple devices in real time, and analyze the data according to a preset data analysis algorithm to determine abnormal device data.
Optionally, the preset data analysis algorithm may be a threshold analysis algorithm, and whether the corresponding device real-time monitoring data is in an interval is analyzed through a reasonable data threshold interval corresponding to any device data, and if not, the corresponding device real-time monitoring data is determined to be abnormal device data.
Optionally, the data analysis algorithm may also be other algorithms such as a neural network prediction algorithm, and a neural network model, such as a classifier model, is trained from a training data set formed by a plurality of normal device monitoring data and abnormal device monitoring data, so as to perform normal or abnormal prediction on the input device real-time monitoring data.
The instruction generating module 103 is configured to determine an abnormal device according to the abnormal device data, and generate a control correction instruction and a maintenance instruction for the abnormal device.
Specifically, specific device information such as the type and the position of the abnormal device can be determined according to the device information corresponding to the abnormal device, a control correction instruction or a maintenance instruction is sent according to the device information, and the control correction instruction can be directly sent to the device to be controlled so as to achieve the effect of correction. And the maintenance instruction is generally sent to a maintenance worker for operation so as to inform the maintenance worker to go to the abnormal equipment for maintenance.
Specifically, the alarm module 104 is configured to generate an alarm signal corresponding to the abnormal device according to the abnormal device data and the abnormal device, and send the alarm signal to a corresponding notification terminal.
Optionally, the alarm signal may include device information of the abnormal device and a possible abnormal reason, the notification terminal may be a mobile terminal or a fixed terminal corresponding to a supervision department of different devices, and the alarm signal may be sent to remind a corresponding dangerous situation.
In an optional embodiment, the system further comprises:
and the maintenance management module is used for receiving a maintenance instruction for the abnormal equipment and a historical equipment fault repair report record in the historical database, and generating a maintenance personnel scheduling strategy corresponding to the maintenance instruction according to the maintenance instruction and the historical equipment fault repair report record.
Specifically, the maintenance staff scheduling strategy is used for scheduling maintenance staff to the abnormal equipment for maintenance.
In an optional embodiment, the maintenance instruction comprises a plurality of maintenance instructions corresponding to a plurality of abnormal devices; the maintenance management module includes:
the fault verification unit is used for determining the latest preset number of fault repair records corresponding to the abnormal equipment corresponding to the maintenance instruction from the historical equipment fault repair records aiming at each maintenance instruction, calculating the data similarity between the fault repair records and the fault reasons respectively indicated by the maintenance instruction, and determining that the maintenance instruction is true when the data similarity is greater than a preset similarity threshold;
and the maintenance planning unit is used for generating corresponding maintenance personnel scheduling strategies for the plurality of maintenance instructions judged to be true according to personnel parameters of the plurality of maintenance personnel and a preset dynamic planning algorithm.
Optionally, the historical device fault report record is reported by a worker when the worker finds that the device is abnormal in the historical time period, and may be used to indicate an abnormal condition of the device in the historical time period.
Optionally, the fault cause indicated by the maintenance instruction may be obtained by calculation in advance through a preset anomaly-cause correspondence and abnormal device data, in some embodiments, there are multiple fault causes, and the multiple fault causes are described through characters, so that a text similarity calculation method may be used to perform similarity calculation to determine the truth of the maintenance instruction.
In an alternative embodiment, the maintenance planning unit analyzes and calculates the following steps to obtain the scheduling policy of the maintenance personnel:
determining the maintenance cost corresponding to each maintenance instruction according to the abnormal equipment of each maintenance instruction; the maintenance cost comprises maintenance time cost, maintenance labor cost and maintenance material cost;
determining an idle time period for each maintenance person;
determining the current personnel position of each maintenance personnel, and determining the cost of the route for any maintenance personnel to go to execute any maintenance instruction according to the equipment position of each maintenance instruction; the cost of the trip includes the time and expense of the trip;
determining the objective function as the minimum working cost corresponding to the scheduling scheme; the scheduling scheme is a scheme for scheduling a specific maintenance person to go to execute a specific maintenance instruction; the working cost is the sum of the maintenance cost and the route cost corresponding to all maintenance instructions executed in the scheduling scheme;
determining a constraint condition that the execution command time of any maintenance personnel corresponding to the scheduling scheme is in an idle time period;
and calculating an optimal scheduling scheme corresponding to a plurality of maintenance instructions based on a preset dynamic programming algorithm according to the objective function and the constraint condition, and determining the optimal scheduling scheme as a maintenance personnel scheduling strategy.
Optionally, the idle time period of the maintenance personnel may be obtained by predicting the working time and the rest time of the maintenance personnel in the historical time period, or may be calculated and determined by directly obtaining the working plan of the maintenance personnel, or may be directly sent to the terminal of the maintenance personnel to notify the terminal of the maintenance personnel to automatically report the idle time period.
In an optional embodiment, the system further comprises an inspection management module, configured to perform the following steps:
acquiring abnormal data in a historical time period and a current inspection plan; the inspection plan is used for indicating inspection objects of different inspection personnel at different time periods;
determining at least one historical abnormal device according to abnormal data in the historical time period;
according to the current routing inspection plan, for any historical abnormal equipment, determining the current distance between the current routing inspection object of each routing inspection personnel and the historical abnormal equipment;
arranging all the inspection personnel according to the current distance from small to large to obtain a first personnel sequence, and determining the first inspection personnel in the first quantity of the first personnel sequence as candidate inspection personnel;
determining the future idle time length of each candidate inspection personnel according to the current inspection plan, arranging all the candidate inspection personnel according to the future idle time length from large to small to obtain a second personnel sequence, and determining the first second number of candidate inspection personnel in the second personnel sequence as the notification inspection personnel;
all the inspection personnel are notified to send inspection instructions aiming at the historical abnormal equipment;
calculating the change rate of the real-time distance between the real-time position of any notification inspection personnel after the inspection instruction is sent and the historical abnormal equipment;
and determining the polling personnel notified of the highest change rate in the preset time period as the polling personnel going to execute the inspection instruction, and notifying other polling personnel of canceling the task corresponding to the inspection instruction.
Through the setting, a plurality of inspection personnel closest to the distance can be screened out at first, secondary screening is carried out through idle time length, and the personnel that can most effectively carry out the inspection task are determined to carry out the task execution through personnel's mobility efficiency after sending the notice at last to the efficiency of executing of the task of patrolling and examining can be greatly improved.
In an optional embodiment, the system further comprises:
and the maintenance-inspection combined management module is used for acquiring a maintenance instruction and an inspection instruction corresponding to the same target equipment, receiving an execution condition corresponding to the maintenance instruction and an inspection result sent back by an inspector corresponding to the inspection instruction in real time, judging whether the inspection result is a normal result or not, judging whether the maintenance instruction is not executed or not, and if the two results are both yes, canceling the maintenance instruction and informing the maintainer corresponding to the maintenance instruction.
Through the module, the inspection task and the maintenance task which are carried out at the same time can be utilized, the real-time manual confirmation state of the equipment is determined at the maximum efficiency, and when the feedback state of the inspection personnel is normal, the maintenance instruction is cancelled and the maintenance personnel corresponding to the maintenance instruction is informed.
Furthermore, abnormal equipment data corresponding to the maintenance instruction can be reported as false alarm data, and the false alarm data is uploaded to corresponding safety monitoring personnel for verification and further data analysis rule modification, so that false alarm is reduced.
In an alternative embodiment, the system further comprises a mobile terminal provided on the executive, the mobile terminal comprising:
the instruction receiving unit is used for receiving a maintenance instruction and an inspection instruction;
the information display unit is used for displaying the equipment information of the abnormal equipment corresponding to the maintenance instruction or the inspection instruction; the equipment information comprises equipment fault reasons, equipment positions and equipment types;
the image sensing unit is used for responding to the operation of an executive staff and acquiring a maintenance video or a maintenance photo corresponding to the abnormal equipment when the executive staff executes a maintenance instruction or an inspection instruction;
and the data acquisition unit is used for responding to the operation of the executive personnel and sending a data acquisition instruction to the data acquisition module 101 so as to acquire real-time monitoring data of the equipment corresponding to the abnormal equipment.
Specifically, the mobile terminal can be implemented as a portable mobile phone or PDA terminal, which enables an executive, such as an inspector or a maintainer, to view the operating condition data of the pump station through a map, and can set the displayed content according to conditions, such as only displaying a faulty pump station, and can make a route by using the navigation function of the map, and further, when a task work order is made, the system can notify the user in time. Through the maintenance work order made on the server, the inspection work order and the maintenance function, the system timely informs an operator in a pushing mode, so that the operator can know the content to be processed in the first time, and the service processing efficiency is improved. And the photos, videos, solved information and the like can be transmitted to the server through the mobile phone on site, so that the information is unobstructed in the system. Meanwhile, basic information, alarm information and historical work order processing conditions of a certain pump room are inquired, real-time data of the pump station can be checked through the pump room, and an operator can conveniently analyze and process tasks. The method can also query the report data of a certain pump station, so that an operator can know the historical or real-time running condition of the pump station in time.
In an optional embodiment, the system further comprises:
and the visual display module is used for acquiring and displaying an electronic map of the pump room corresponding to the target secondary pressurization system, and displaying real-time monitoring data, abnormal equipment data and alarm signals of equipment on different pump room icons on the electronic map.
In an alternative embodiment, the visualization presentation module is further configured to perform the following steps:
acquiring the click times of a map area corresponding to each pump room icon;
determining the pump rooms corresponding to the map areas with the number of the clicking times arranged in the front preset number as core concern pump rooms;
and when the alarm signals of a plurality of pump rooms are received at the same time, the alarm signals of the core concerned pump rooms are preferentially displayed.
Through above-mentioned module, can show the visual map that secondary pressurization system corresponds for operating personnel to let it can know or manage this system more directly perceivedly and clearly, simultaneously, through the calculation to the number of times of clicking of different pump rooms, can determine the pump room of being focused on, and the alarm signal who preferentially shows these pump rooms, in order to satisfy the management demand.
While certain embodiments of the present disclosure have been described above, other embodiments are within the scope of the following claims. In some cases, the actions or steps recited in the claims may be performed in a different order than in the embodiments and still achieve desirable results. In addition, the processes depicted in the accompanying figures do not necessarily have to be in the particular order shown or in sequential order to achieve desirable results. In some embodiments, multitasking and parallel processing may also be possible or may be advantageous.
The embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from the other embodiments. In particular, for the apparatus, device, and non-volatile computer-readable storage medium embodiments, since they are substantially similar to the method embodiments, the description is relatively simple, and reference may be made to some descriptions of the method embodiments for relevant points.
The apparatus, the device, the nonvolatile computer readable storage medium, and the method provided in the embodiments of the present specification correspond to each other, and therefore, the apparatus, the device, and the nonvolatile computer storage medium also have similar advantageous technical effects to the corresponding method.
In the 90 s of the 20 th century, improvements in a technology could clearly distinguish between improvements in hardware (e.g., improvements in circuit structures such as diodes, transistors, switches, etc.) and improvements in software (improvements in process flow). However, as technology advances, many of today's process flow improvements have been seen as direct improvements in hardware circuit architecture. Designers almost always obtain a corresponding hardware circuit structure by programming an improved method flow into the hardware circuit. Thus, it cannot be said that an improvement in the process flow cannot be realized by hardware physical modules. For example, a Programmable Logic Device (PLD), such as a Field Programmable Gate Array (FPGA), is an integrated circuit whose Logic functions are determined by programming the Device by a user. A digital system is "integrated" on a PLD by the designer's own programming without requiring the chip manufacturer to design and fabricate application-specific integrated circuit chips. Furthermore, nowadays, instead of manually manufacturing an integrated Circuit chip, such Programming is often implemented by "logic compiler" software, which is similar to a software compiler used in program development and writing, but the original code before compiling is also written by a specific Programming Language, which is called Hardware Description Language (HDL), and HDL is not only one but many, such as ABEL (Advanced Boolean Expression Language), AHDL (alternate Hardware Description Language), traffic, CUPL (core universal Programming Language), HDCal, jhddl (Java Hardware Description Language), lava, lola, HDL, PALASM, rhyd (Hardware Description Language), and the like, which are currently used in the field-Hardware Language. It will also be apparent to those skilled in the art that hardware circuitry for implementing the logical method flows can be readily obtained by a mere need to program the method flows with some of the hardware description languages described above and into an integrated circuit.
The controller may be implemented in any suitable manner, for example, the controller may take the form of, for example, a microprocessor or processor and a computer-readable medium storing computer-readable program code (e.g., software or firmware) executable by the (micro) processor, logic gates, switches, an Application Specific Integrated Circuit (ASIC), a programmable logic controller, and an embedded microcontroller, examples of which include, but are not limited to, the following microcontrollers: ARC 625D, atmel AT91SAM, microchip PIC18F26K20, and Silicone Labs C8051F320, the memory controller may also be implemented as part of the control logic for the memory. Those skilled in the art will also appreciate that, in addition to implementing the controller in purely computer readable program code means, the same functionality can be implemented by logically programming method steps such that the controller is in the form of logic gates, switches, application specific integrated circuits, programmable logic controllers, embedded microcontrollers and the like. Such a controller may thus be considered a hardware component, and the means included therein for performing the various functions may also be considered as a structure within the hardware component. Or even means for performing the functions may be regarded as being both a software module for performing the method and a structure within a hardware component.
The systems, devices, modules or units illustrated in the above embodiments may be implemented by a computer chip or an entity, or by a product with certain functions. One typical implementation device is a computer. In particular, the computer may be, for example, a personal computer, a laptop computer, a cellular telephone, a camera phone, a smartphone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.
For convenience of description, the above devices are described as being divided into various units by function, respectively. Of course, the functions of the various elements may be implemented in the same one or more software and/or hardware implementations of the present description.
As will be appreciated by one skilled in the art, the present specification embodiments may be provided as a method, system, or computer program product. Accordingly, the embodiments described herein may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present description may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and so forth) having computer-usable program code embodied therein.
The description has been presented with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the description. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), static Random Access Memory (SRAM), dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), read Only Memory (ROM), electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), digital Versatile Disks (DVD) or other optical storage, magnetic cassettes, magnetic tape storage or other magnetic storage devices, or any other non-transmission medium, which can be used to store information and/or data which can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrases "comprising a," "8230," "8230," or "comprising" does not exclude the presence of other like elements in a process, method, article, or apparatus comprising the element.
This description may be described in the general context of computer-executable instructions, such as program modules, being executed by a computer. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform particular tasks or implement particular abstract data types. The specification may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network. In a distributed computing environment, program modules may be located in both local and remote computer storage media including memory storage devices.
All the embodiments in the present specification are described in a progressive manner, and the same and similar parts among the embodiments are referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system embodiment, since it is substantially similar to the method embodiment, the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment.
Finally, it should be noted that: the intelligent water service secondary pressurization management system disclosed in the embodiment of the invention is only a preferred embodiment of the invention, and is only used for illustrating the technical scheme of the invention, not limiting the same; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those skilled in the art; the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (7)
1. An intelligent water service secondary pressurization management system, characterized in that, the system includes:
the data acquisition module is used for acquiring real-time monitoring data of a plurality of devices in different pump room areas of the target secondary pressurization system;
the data analysis module is used for monitoring the data of the plurality of devices in real time, analyzing the data according to a preset data analysis algorithm and determining abnormal device data;
the command generation module is used for determining abnormal equipment according to the abnormal equipment data and generating a control correction command and a maintenance command aiming at the abnormal equipment;
the alarm module is used for generating an alarm signal corresponding to the abnormal equipment according to the abnormal equipment data and the abnormal equipment and sending the alarm signal to a corresponding notification terminal;
the maintenance management module is used for receiving a maintenance instruction for the abnormal equipment and a historical equipment fault repair report record in a historical database, and generating a maintenance personnel scheduling strategy corresponding to the maintenance instruction according to the maintenance instruction and the historical equipment fault repair report record; the maintenance personnel scheduling strategy is used for scheduling maintenance personnel to the abnormal equipment for maintenance; the maintenance instructions comprise a plurality of maintenance instructions corresponding to a plurality of abnormal devices; the maintenance management module includes:
the fault verification unit is used for determining the latest preset number of fault repair records corresponding to the abnormal equipment corresponding to the maintenance instruction from the historical equipment fault repair records aiming at each maintenance instruction, calculating the data similarity between the fault repair records and the fault reasons respectively indicated by the maintenance instruction, and determining that the maintenance instruction is true when the data similarity is greater than a preset similarity threshold;
the maintenance planning module is used for generating corresponding maintenance personnel scheduling strategies for the maintenance instructions which are judged to be true according to personnel parameters of a plurality of maintenance personnel and a preset dynamic planning algorithm; the maintenance planning module analyzes and calculates the following steps to obtain the maintenance personnel scheduling strategy:
determining the maintenance cost corresponding to each maintenance instruction according to the abnormal equipment of each maintenance instruction; the maintenance cost comprises maintenance time cost, maintenance labor cost and maintenance material cost;
determining an idle time period for each of the service personnel;
determining the current personnel position of each maintenance personnel, and determining the route cost of any maintenance personnel for executing any maintenance instruction according to the equipment position of each maintenance instruction; the trip cost includes a trip time and a trip cost;
determining the objective function as the minimum working cost corresponding to the scheduling scheme; the scheduling scheme is a scheme for scheduling a specific maintenance person to go to execute a specific maintenance instruction; the working cost is the sum of the maintenance cost and the distance cost corresponding to all the maintenance instructions executed in the scheduling scheme;
determining that the constraint condition is that the execution command time of any maintenance personnel corresponding to the scheduling scheme is within the idle time period;
and calculating an optimal scheduling scheme corresponding to the plurality of maintenance instructions based on a preset dynamic planning algorithm according to the objective function and the constraint condition, and determining the optimal scheduling scheme as the maintenance personnel scheduling strategy.
2. The intelligent water service secondary pressurization management system according to claim 1, wherein the equipment real-time monitoring data comprises at least one of equipment pressure data, equipment flow data, equipment water quality data, equipment electrical degree data, equipment voltage data, equipment current data, equipment appearance image data, pump room environmental sanitation data and equipment sanitation data, pump room temperature data, pump room humidity data, pump room entrance guard data and pump room door and window monitoring data.
3. The intelligent water service secondary pressurization management system according to claim 1, further comprising:
the inspection management module is used for executing the following steps:
obtaining over a historical period of time
Abnormal data and a current inspection plan; the inspection plan is used for indicating inspection objects of different inspection personnel at different time periods;
determining at least one historical abnormal device according to the abnormal data in the historical time period;
according to the current routing inspection plan, for any one piece of historical abnormal equipment, determining the current distance between the current routing inspection object of each routing inspection personnel and the historical abnormal equipment;
arranging all the inspection personnel according to the current distance from small to large to obtain a first personnel sequence, and determining a first number of inspection personnel in front of the first personnel sequence as candidate inspection personnel;
determining the future idle time length of each candidate inspection personnel according to the current inspection plan, arranging all the candidate inspection personnel according to the future idle time lengths from large to small to obtain a second personnel sequence, and determining the first second number of candidate inspection personnel of the second personnel sequence as the inspection personnel to be notified;
sending all the notification inspection personnel to inspection instructions aiming at the historical abnormal equipment;
calculating the change rate of the real-time distance between the real-time position of any notification inspection personnel after the inspection instruction is sent and the historical abnormal equipment;
and determining the informing patrol personnel with the highest change rate in a preset time period as the patrol personnel going to execute the inspection instruction, and informing other informing patrol personnel to cancel the task corresponding to the inspection instruction.
4. The intelligent water service secondary pressurization management system according to claim 3, further comprising:
maintenance-patrol inspection joint management module for obtain that same target device corresponds maintenance instruction with inspection instruction, and receive in real time maintenance instruction corresponds the execution conditions and the patrol inspection personnel that inspection instruction corresponds sends back the result of patrolling and examining, judges whether patrol inspection result is normal result, and judges whether maintenance instruction has not executed yet, if two results are all yes, cancel maintenance instruction and notice the maintenance personnel that maintenance instruction corresponds.
5. The intelligent water service secondary pressurization management system according to claim 3, further comprising a mobile terminal equipped on an executive, said mobile terminal comprising:
the instruction receiving unit is used for receiving the maintenance instruction and the inspection instruction;
the information display unit is used for displaying the equipment information of the abnormal equipment corresponding to the maintenance instruction or the inspection instruction; the equipment information comprises equipment fault reasons, equipment positions and equipment types;
the image sensing unit is used for responding to the operation of the executive personnel and acquiring a maintenance video or a maintenance photo corresponding to the abnormal equipment when the executive personnel executes the maintenance instruction or the inspection instruction;
and the data acquisition unit is used for responding to the operation of the executive personnel and sending a data acquisition instruction to the data acquisition module so as to acquire the real-time monitoring data of the equipment corresponding to the abnormal equipment.
6. The intelligent water service secondary pressurization management system according to claim 1, further comprising:
and the visual display module is used for acquiring and displaying an electronic map of the pump room corresponding to the target secondary pressurization system, and displaying the equipment real-time monitoring data, the abnormal equipment data and the alarm signal on different pump room icons on the electronic map.
7. The intelligent water service secondary pressurization management system according to claim 6, wherein the visual display module is further configured to perform the following steps:
acquiring the click times of a map area corresponding to each pump room icon;
determining the pump room corresponding to the map area with the preset number of click times as a core concerned pump room;
and when the alarm signals of a plurality of pump rooms are received at the same time, the alarm signals of the core concerned pump rooms are preferentially displayed.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210788983.4A CN114862288B (en) | 2022-07-06 | 2022-07-06 | Intelligent water affair secondary pressurization management system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210788983.4A CN114862288B (en) | 2022-07-06 | 2022-07-06 | Intelligent water affair secondary pressurization management system |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN114862288A CN114862288A (en) | 2022-08-05 |
| CN114862288B true CN114862288B (en) | 2022-10-04 |
Family
ID=82625625
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210788983.4A Active CN114862288B (en) | 2022-07-06 | 2022-07-06 | Intelligent water affair secondary pressurization management system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114862288B (en) |
Families Citing this family (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN116579762B (en) * | 2023-04-14 | 2023-10-20 | 广州林旺空调工程有限公司 | Intelligent operation and maintenance platform for cooling tower |
| CN116823521B (en) * | 2023-06-21 | 2024-03-12 | 广州和达水务科技股份有限公司 | Intelligent secondary water supply terminal control system based on AI algorithm |
| CN116699998B (en) * | 2023-06-21 | 2024-02-13 | 广州和达水务科技股份有限公司 | Unmanned on duty pressurization station control system based on AI algorithm |
| CN116909238B (en) * | 2023-08-29 | 2024-01-19 | 广东青藤环境科技有限公司 | Intelligent water plant integrated management system based on digital twinning |
| CN117270513A (en) * | 2023-11-21 | 2023-12-22 | 江苏航运职业技术学院 | Secondary water supply water pressure early warning regulation and control system and method based on artificial intelligence |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019008430A (en) * | 2017-06-21 | 2019-01-17 | 株式会社日立ソリューションズ東日本 | Housing equipment repair work support system |
| WO2022121911A1 (en) * | 2020-12-07 | 2022-06-16 | 北京达美盛软件股份有限公司 | Virtual inspection system and visualized factory system in augmented reality environment |
Family Cites Families (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107645552B (en) * | 2017-09-20 | 2019-08-20 | 四川沃加科技有限公司 | A kind of supply equipment monitoring system |
| CN109063172A (en) * | 2018-08-20 | 2018-12-21 | 山东润智能科技有限公司 | Hospital's secondary water-supply security stereo monitors cloud platform, system and method |
| CN109325601B (en) * | 2018-08-21 | 2022-05-06 | 国网江苏省电力有限公司泰州供电分公司 | Logistics equipment fault monitoring operation and maintenance management method |
| CN110687865A (en) * | 2019-10-21 | 2020-01-14 | 福建锋冠科技有限公司 | Wisdom water utilities management platform |
| CN113341893A (en) * | 2021-05-26 | 2021-09-03 | 苏州市给排水设计院有限责任公司 | Secondary water supply layered distributed control method, system and storage medium |
-
2022
- 2022-07-06 CN CN202210788983.4A patent/CN114862288B/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2019008430A (en) * | 2017-06-21 | 2019-01-17 | 株式会社日立ソリューションズ東日本 | Housing equipment repair work support system |
| WO2022121911A1 (en) * | 2020-12-07 | 2022-06-16 | 北京达美盛软件股份有限公司 | Virtual inspection system and visualized factory system in augmented reality environment |
Also Published As
| Publication number | Publication date |
|---|---|
| CN114862288A (en) | 2022-08-05 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN114862288B (en) | Intelligent water affair secondary pressurization management system | |
| CN108391086B (en) | Industrial video linkage analysis method and system integrating event perception and position sensing | |
| CN107369303B (en) | Factory's intelligent diagnosing method, apparatus and system | |
| CN110428135A (en) | A kind of pipe gallery equipment condition monitoring management system | |
| CN114676862B (en) | Visual operation and maintenance management method and system for data center | |
| CN105956734A (en) | Method and system for dynamically setting performance index threshold of IT equipment | |
| CN109947079A (en) | Region method for detecting abnormality and edge calculations equipment based on edge calculations | |
| ES2605465T3 (en) | Monitoring of a first equipment of a technical installation to manufacture a product | |
| CN109728940A (en) | Method for inspecting, device and storage medium | |
| US10933895B2 (en) | Control arrangements for maintenance of a collection of physical devices and methods for controlling maintenance of a collection of physical devices | |
| US11245747B2 (en) | Monitoring a building management system | |
| CN115393142A (en) | Intelligent park management method and management platform | |
| EP4097577A1 (en) | Systems and methods for resource analysis, optimization, or visualization | |
| CN111045363A (en) | Intelligent operation and maintenance management and control cloud platform of information communication network | |
| KR20230083919A (en) | Method and system for safety control for construction site | |
| KR20180074473A (en) | Pre-sensing apparatus for abnormal of coiling equipment | |
| CN102565881A (en) | Warning method and device applied to meteorological operating system | |
| CN113525714B (en) | Civil aircraft fault prediction system based on neural network | |
| CN113052340B (en) | Early warning method, system and storage medium for aggregating multi-source data | |
| JP2005301717A (en) | Wide area monitoring system | |
| CN116579762B (en) | Intelligent operation and maintenance platform for cooling tower | |
| CN111369017A (en) | Equipment remote monitoring method and device, electronic equipment and storable medium | |
| CN112583876A (en) | Station management method, station management device, electronic equipment and storage medium | |
| KR20200069937A (en) | Method for detecting failure of robot | |
| CN116484428B (en) | Data security detection system, method and device and related equipment |
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 | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |