CN109428398A - A kind of industrial user's electricity consumption behavior acquisition device and method - Google Patents

A kind of industrial user's electricity consumption behavior acquisition device and method Download PDF

Info

Publication number
CN109428398A
CN109428398A CN201710780065.6A CN201710780065A CN109428398A CN 109428398 A CN109428398 A CN 109428398A CN 201710780065 A CN201710780065 A CN 201710780065A CN 109428398 A CN109428398 A CN 109428398A
Authority
CN
China
Prior art keywords
module
equipment
power
current
data
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
Application number
CN201710780065.6A
Other languages
Chinese (zh)
Inventor
胡博
张涛
张朝龙
李友红
刘君
朱江
金宇坤
李增
姜德利
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
State Grid Corp of China SGCC
Shenyang Institute of Automation of CAS
State Grid Liaoning Electric Power Co Ltd
Original Assignee
State Grid Corp of China SGCC
Shenyang Institute of Automation of CAS
State Grid Liaoning Electric Power Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by State Grid Corp of China SGCC, Shenyang Institute of Automation of CAS, State Grid Liaoning Electric Power Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN201710780065.6A priority Critical patent/CN109428398A/en
Publication of CN109428398A publication Critical patent/CN109428398A/en
Pending legal-status Critical Current

Links

Classifications

    • H02J13/0006
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/088Aspects of digital computing

Landscapes

  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

The present invention relates to a kind of industrial user's electricity consumption behavior acquisition device and method, device includes processor module, data memory module, power module, electric power of equipment parameter collection module, relay control module, communication module;Modules are all connect with microprocessor module, by processor module co-ordination.Method includes: the voltage and current information that electric power of equipment parameter collection module acquires monitored equipment in real time;Processor module is by the information classification storage received into data memory module;Processor module calls data to carry out operation and obtains equipment each section parameters of electric power information and store to data memory module, while being sent to host computer by communication module.The abnormal parameters when present invention can capture equipment fault are simultaneously alarmed or cut-off equipment power supply in time.Power information is acquired function by the present invention, data analysis function, automatic control function, and network communicating function is integrated into an equipment, has many advantages, such as versatile, feature-rich, easy to use.

Description

A kind of industrial user's electricity consumption behavior acquisition device and method
Technical field
The present invention relates to a kind of industrial user's electricity consumption behavior acquisition device and methods, belong to industrial electricity apparatus intelligent monitoring Technical field.
Background technique
100 for many years, and electric power has penetrated into the every aspect of our production and living from scratch.With modern society The development of meeting, electric energy has been most widely used, the most important energy in modern economy.Electric energy due to it is easy to use, The advantages that transmission is simple, clean and safe, shared specific gravity also increasingly increases in national product and domestic energy, China's half with On the energy be to be conveyed and distributed by power grid with electrical energy form to use.Industrial user selects electric power as main energy sources Supply production, to the reliability of electric system, safety, economy and stability, more stringent requirements are proposed.For industrial For the electric system at family, load monitoring is of great significance, and formulates Energy Saving Strategy to effective analysis of the data such as load energy consumption Unnecessary energy consumption can be reduced, reaches energy-saving purpose, while being capable of the safe thing of discovering device fault-avoidance in time Therefore mitigation.Helping Utilities Electric Co. improves the precision of prediction of electric load, provides for electric system simulation analysis, systems organization More accurate data.By understand industrial user's load composition, reinforce load side management, by guidance user's reasonable consumption, Reasonable arrangement load effectively adjusts peak-valley difference and reduction network loss using the time.Traditional industry load monitoring is generally required each Monitored load inlet installs the equipment such as electrical power sensor additional, and since industrial equipment integrated level is higher, a machinery equipment is often It is made of multiple power units, conventional monitoring methods require a great deal of time in terms of installation and maintenance and money, also difficult Careful polynary acquisition is carried out with multiple power units to equipment.For this reason, it may be necessary to a kind of industrial load that is suitable for monitors system, It only needs that monitoring device is installed at power portal, can be analyzed by monitoring the signals such as voltage, electric current at this and be born The type and operating condition of single load in lotus cluster.
Summary of the invention
In order to solve the above-mentioned technical problem, the present invention designs a kind of industrial user's electricity consumption behavior acquisition device and its realization side Method can be realized and carry out careful polynary adopt to each current consuming apparatus power consumption parameter such as voltage, electric current, frequency of industrial user etc. Collection;Device utilizes its high-performance hardware resource, is accurately analyzed by the built-in parser software of device with host computer procedure The electricity consumption behavior of industrial user's totality out helps user to formulate energy-saving scheme;Data are analyzed it can be concluded that equipment working state, if Have abnormal data can analyze out which specific electricity consumption section failure of equipment, reminds user to handle in time and avoid loss etc. Utility function.
Present invention technical solution used for the above purpose is: a kind of industrial user's electricity consumption behavior acquisition device, Include:
Relay module is separately connected processor module, general supply breaker;For being controlled under the control of processor module The on-off of general supply breaker processed, thus switch of the control in multiple electrical equipments of net;
Electric power of equipment parameter collection module is separately connected electrical equipment, processor module;For acquiring current power equipment Dry run data and be converted to digital operation data and export to processor module;
Processor module, for the operating parameter of current power equipment to be calculated according to digital operation data;It is also used to According to the comparison of the operating parameter of current power equipment and the operating parameter of the electrical equipment in net, judge that current power equipment is No is online equipment or newly-increased oil (gas) filling device;
Data memory module connects processor module;For storing digital operation data, the operation ginseng of electrical equipment Number, nominal parameter;
Data communication module is separately connected processor module, host computer;For leading between processor module and host computer Letter;
Clock module connects processor module, for providing reference clock for whole device;
Power module connects above-mentioned module, for providing electric energy for above-mentioned module.
The electric power of equipment parameter collection module includes voltage transformer module, current transformer module, A/D converter Module;The voltage transformer module, current transformer module are all connected with electrical equipment, acquire the simulation electricity of current power equipment A/D converter module is given in pressure, current signal and scaled processing output;The A/D converter module will be used currently Analog voltage, the current signal of electric equipment are converted into digital voltage, current signal and export;The simulation of the current power equipment Operation data includes analog voltage, current signal;The digital operation data of the current power equipment includes digital voltage, electric current Signal.
The data memory module includes: volatile data buffer area and nonvolatile devices parameter memory block;It is described The digital operation data of volatile data buffer area storage electrical equipment;Nonvolatile devices parameter memory block stores electricity consumption The operating parameter of equipment, nominal parameter;The operating parameter includes real-time voltage, real-time current, frequency, active power, idle Power, harmonic power, equipment start-up course current curve;The electrical equipment nominal parameter is input to non-volatile by host computer Property device parameter memory block.
The processor module include DSP microprocessor unit, active crystal oscillator unit, RC reset circuit unit, Power supply unit.
It further include the system reset and data memory module being connect with processor module, for being provided to processor module Reset and abnormality processing stable timing required when resetting, and the data guarantor when system exception power down or program error Shield.
A kind of industrial user's electricity consumption behavior acquisition method, comprising the following steps:
Step 1: processor module control electric power of equipment parameter collection module acquires the simulation fortune of current power equipment in real time Row data are simultaneously converted into digital operation data and are stored in data memory module;Processor module is according to the number of current power equipment Word operation data calculates operating parameter and is stored in data memory module;It is set by being manually entered current power in host computer Standby nominal parameter is simultaneously stored in data memory module;
Step 2: whether the operating parameter of processor module real-time judge current power equipment is abnormal;
Step 2.1: starting alarm mode if abnormal, processor module issues instruction and alarms or control relay to host computer Device module disconnects the power supply of current abnormal electrical equipment and alarm;
Step 2.2: if not abnormal then start monitoring pattern, processor module handles operating parameter and is judged current Whether electrical equipment is the newly-increased electricity consumption part of newly-increased oil (gas) filling device or online equipment, and updates storage in data memory module The operating parameter of electrical equipment belonging to it sends the result to host computer and shows or be further processed.
Operating parameter in the step 1 includes real-time voltage, real-time current, frequency, active power, reactive power, humorous Wave power, equipment start-up course current curve.
Processor module judges whether the operating parameter of current power equipment is to judge whether extremely in the step 2 Stream, low pressure, frequency anomaly.
Processor module is the variation to operating parameter according to voltage in a period of time and current signal in the step 2.2 Judge whether current power equipment is starting state or stable state;Small echo then is used to operating parameter if starting state Analytical calculation;Then operating parameter is calculated with power analysis if stable state;And current power is judged according to calculated result Whether equipment is the newly-increased electricity consumption part for increasing oil (gas) filling device or online equipment newly.
The invention has the following beneficial effects and advantage:
1. having data acquisition function.The present invention integrates high precision electro energy parameter sensors, be mounted on the three-phase of equipment into Line side, information, the frequency acquisition such as three-phase voltage, electric current, frequency, power can reach when can acquire industrial equipment operation in real time 10KHz accomplishes that finely talking about acquisition provides data resource for the data processing of next step.
2. having the function of that data storage is analyzed with data.High-capacity FLASH memory can store number built in the present invention The energy data and electrical equipment data bank in week can carry out number to energy information by the high performance float-point type DSP of TI company Operation is handled, power unit each in equipment can be finely divided, each equipment running status of accurate Characterization and power consumption parameter.
3. having safety protection function.The present invention integrates relay controller, the acquisition of cooperation data and data processing operation list Member is, it can be achieved that the frequency anomaly of equipment under test, electric voltage exception, overcurrent, three-phase power imbalance and unloaded electrocution-proof protection.Significantly The safety for improving industrial equipment and using.
4. having network communicating function.The present invention carry ethernet communication module, can by ethernet module with it is upper Machine communication, has unique MAC Address, it is only necessary to which a computer can read the electricity to the electrical equipment having in network segment Information, convenient for the further energy saving optimizing of cooperation upper computer software and overlayer monitors.
5. having the function of autonomous learning.The device parameter list that the present invention needs to compare in energy data treatment process. When having new equipment or new power unit to be added, the present apparatus finds new power consumption parameter by data processing, automatically updates device parameter List, and constantly reinforce study in later calculating, constantly improve parameter.
Detailed description of the invention
Fig. 1 is functions of modules and installation wiring diagram of the invention;
Fig. 2 is inside theory structure block diagram of the invention;
Fig. 3 is data analysis schematic diagram of the invention;
Fig. 4 is present procedure flow chart.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and embodiments.
A kind of industrial user's electricity consumption behavior acquisition device, as shown in Figure 1, the design functionally divides by electric power data acquisition Module, relay control module, microprocessor module, data memory module, network communication module, power module composition, also Including real-time clock module, reset and data memory module.
1) electric power of equipment parameter collection module, including the simulation of the external voltage transformer in front end, current transformer and rear end/ Digital quantizer can acquire the voltage value and current value when equipment operation in real time.
2) relay driving control module may be implemented dividing/closing a floodgate for control equipment main breaker, and then realize equipment hair The emergency power off protection of raw catastrophe failure.
3) DSP microprocessor module is responsible for the data of analytical calculation electric power acquisition module acquisition, according to real-time voltage, Current data carries out classification subdivision to multiple equipment or multiple power units by calculating the information such as frequency, electrical power, It is accurately obtained the parameter of each power unit.DSP microprocessor is also used as key control unit to play each function of coordination simultaneously The effect of module work;The processor module includes TMS320F28335DSP microprocessor unit, the vibration of 30MHz active crystal Swing device unit, RC reset circuit unit, TPS767D301 core power supply unit.
4) data memory module connects processor module;For storing digital operation data, the operation ginseng of electrical equipment Number, nominal parameter.
5) communication module is communicated for industrial user's electricity consumption behavior acquisition device with computer, can be by the data of acquisition It is sent to host computer, is further analyzed, or multiple industrial user's electricity consumption behavior acquisition devices are connected by computer, by one Platform computer shows the information such as each equipment energy consumption state, visualized management as host computer.
6) power module provides highly reliable power supply for system, guarantees the reliability and stability of system.
7) real-time clock module provides accurate reference clock source for whole system, guarantees the height of real-time data acquisition Synchronousness.
8) system reset and data memory module, reseting module provide the system power-on reset and exception of DSP microprocessor The required stable timing resetted is handled, memory module provides system exception state (power down exception or program error house dog Reset) urgent data protection function, improves the reliability of system.
As shown in Fig. 2, giving the particular hardware composition of modules in the embodiment of the present invention:
The design microprocessor uses the TMS320F28335DSP microprocessor of texas,U.S semiconductor company, needs one The crystal oscillator and reset circuit of 30MHz can form its minimum system, and TMS320F28335DSP microprocessor is A TMS320C28X series Floating-point DSP controller of TI company.Compared with previous fixed DSP, the precision of the device is high, at This low, small power consumption, performance is high, and peripheral hardware integrated level is high, and data and program amount of storage are big, has abundant interior resource and periphery What interface can be convenient connects with other modules.
Voltage and current metering uses ADS8558IPM A/D conversion chip, and the electricity in 6 channels may be implemented in single-chip The real-time acquisition of pressure/electric current.Just correspond to the voltage and electric current of three-phase electricity used in equipment.
The data communication module is W5500 and its peripheral circuit forms.The design is using Ethernet interface. W5500 is internally integrated devices at full hardware ICP/IP protocol stack+MAC+PHY.Devices at full hardware agreement stack technology is real using hardware logic gate circuit Existing complicated ICP/IP protocol cluster;It is internally integrated MAC and PHY technique, so that the simple and direct and efficient access ether of embedded system Network.
Relay control section uses the G5LA-14-5VDC type relay of OMRON, 5V power supply power supply, microcontroller I/O Port is expanded stream with ULN2003D Darlington transistor by light-coupled isolation and is directly controlled.
The power module, using two-stage power supply chip.Since this system is required to generate 5V, 3.3V voltage, supply Modules use in system.5V power supply mainly supplies relay module, and other modules and chip need 3.3V power supply.5V Power unit uses LNK613AC/DC chip.LNK613 utilizes Switching Power Supply principle, 95V~230V AC energy can be turned It is changed to 5V direct current, it is primary to complete decompression and rectification, pressure stabilizing work, the design output power of circuit >=3.5W, 5V power supply precision Reach ± 5% and meets system requirements.3.3V circuit uses LDO power supply chip PAM3101-3.3.For guarantee power supply stability with it is low Power consumption demand, using two groups of circuits, one group dedicated for analog-to-digital conversion module, another group of supply other modules.Do so benefit It is that other modules generate interference to modulus Acquisition Circuit.
As shown in figure 3, " data of acquisition " are the voltage and current signal of simulation, system according to the voltage of a period of time with The changing value analysis of current signal show that this period of time equipment under test is in what working condition (start-up course or steady operation State), if start-up course, then collected information is the transient information of equipment under test, then analysis is calculated according to voltage and current value Its higher hamonic wave is obtained, the method for recycling wavelet analysis obtains the characteristic information of equipment start-up course;If steady operation shape Then collected information is the steady state information of equipment under test to state, then its fundamental wave value is calculated according to voltage and current value and is calculated Performance number curve, using performance number curve as equipment judging characteristic.
As shown in figure 4, being the workflow of device.Device operation after, first by the external voltage transformer of device with Big signal is converted to small signal and is acquired by A/D converter by current transformer;Then preliminary data processing is carried out, mainly It is that collected data are filtered, are calculated, obtains virtual value, active power value, the reactive power value, frequency of voltage and current Etc. information;Above- mentioned information are judged, the standard judged is general electric equipment operation standard (overcurrent, low pressure, frequency anomaly Deng);Enter alarm mode if abnormal parameters, it is without exception to enter monitoring pattern.Nominal parameter includes the intrinsic of equipment operation Frequency.
In alarm mode, starting warning reminding operator unit exception first is handled in time;If starting automatic protection plan It omits, then braking relay cut-off equipment power supply;Last recording exceptional report.
In monitoring pattern, first according to the data that are calculated judge whether be equipment starting process, if it is opening Dynamic process then calculates the characteristic value of equipment starting according to its transient state parameter application wavelet analysis, then judges whether it is to have set Equipment present in received shipment row parameter list, if there is no then more new equipment operating parameter table.If it is equipment stable operation State then calculates characteristic value when equipment operation according to its Steady-state Parameters application power analysis, then judges whether it is to have set Equipment present in received shipment row parameter list, if there is no then updating more new equipment operating parameter table;When equipment is operation ginseng Equipment present in number table records its working condition then according to collected real-time parameter.

Claims (9)

1. a kind of industrial user's electricity consumption behavior acquisition device characterized by comprising
Relay module is separately connected processor module, general supply breaker;It is total for being controlled under the control of processor module The on-off of power circuit breaker, thus switch of the control in multiple electrical equipments of net;
Electric power of equipment parameter collection module is separately connected electrical equipment, processor module;For acquiring the mould of current power equipment Intend operation data and be converted to digital operation data to export to processor module;
Processor module, for the operating parameter of current power equipment to be calculated according to digital operation data;It is also used to basis The operating parameter of current power equipment with net electrical equipment operating parameter comparison, judge current power equipment whether be Online equipment or newly-increased oil (gas) filling device;
Data memory module connects processor module;For storing digital operation data, the operating parameter, volume of electrical equipment Determine parameter;
Data communication module is separately connected processor module, host computer;For being communicated between processor module and host computer;
Clock module connects processor module, for providing reference clock for whole device;
Power module connects above-mentioned module, for providing electric energy for above-mentioned module.
2. a kind of industrial user's electricity consumption behavior acquisition device described in accordance with the claim 1, which is characterized in that the electric power of equipment Parameter collection module includes voltage transformer module, current transformer module, A/D converter module;The voltage transformer Module, current transformer module are all connected with electrical equipment, acquire the analog voltage of current power equipment, current signal and in proportion It reduces processing output and gives A/D converter module;The A/D converter module is by the analog voltage of current power equipment, electricity Stream signal is converted into digital voltage, current signal and exports;The dry run data of the current power equipment include simulation electricity Pressure, current signal;The digital operation data of the current power equipment includes digital voltage, current signal.
3. a kind of industrial user's electricity consumption behavior acquisition device described in accordance with the claim 1, which is characterized in that the data storage Device module includes: volatile data buffer area and nonvolatile devices parameter memory block;The volatile data buffer area storage The digital operation data of electrical equipment;Nonvolatile devices parameter memory block stores the operating parameter, specified of electrical equipment Parameter;The operating parameter includes that real-time voltage, real-time current, frequency, active power, reactive power, harmonic power, equipment open Dynamic process current curve;The electrical equipment nominal parameter is input to nonvolatile devices parameter memory block by host computer.
4. a kind of industrial user's electricity consumption behavior acquisition device described in accordance with the claim 1, which is characterized in that the processor die Block includes DSP microprocessor unit, active crystal oscillator unit, RC reset circuit unit, power supply unit.
5. according to a kind of industrial user electricity consumption behavior acquisition device described in claim 1-4, which is characterized in that further include and locate The system reset and data memory module for managing the connection of device module, it is multiple with abnormality processing for providing electrification reset to processor module Required stable timing when position, and the data protection when system exception power down or program error.
6. a kind of industrial user's electricity consumption behavior acquisition method, which comprises the following steps:
Step 1: processor module control electric power of equipment parameter collection module acquires the dry run number of current power equipment in real time According to and be converted into digital operation data and be stored in data memory module;Processor module is transported according to the number of current power equipment Row data calculate operating parameter and are stored in data memory module;By being manually entered current power equipment in host computer Nominal parameter is simultaneously stored in data memory module;
Step 2: whether the operating parameter of processor module real-time judge current power equipment is abnormal;
Step 2.1: starting alarm mode if abnormal, processor module issues instruction and alarms or control relay mould to host computer Block disconnects the power supply of current abnormal electrical equipment and alarm;
Step 2.2: if not abnormal then start monitoring pattern, processor module handles operating parameter and judges current power Whether equipment is the newly-increased electricity consumption part of newly-increased oil (gas) filling device or online equipment, and its institute is updated storage in data memory module The operating parameter of the electrical equipment of category sends the result to host computer and shows or be further processed.
7. a kind of industrial user's electricity consumption behavior acquisition method according to claim 6, which is characterized in that in the step 1 Operating parameter include real-time voltage, real-time current, frequency, active power, reactive power, harmonic power, equipment start-up course Current curve.
8. a kind of industrial user's electricity consumption behavior acquisition method according to claim 7, which is characterized in that in the step 2 Processor module judges whether the operating parameter of current power equipment is to judge whether overcurrent, low pressure, frequency anomaly extremely.
9. a kind of industrial user's electricity consumption behavior acquisition method according to claim 8, which is characterized in that the step 2.2 Middle processor module is to judge current power equipment according to the variation of voltage in a period of time and current signal to operating parameter It whether is starting state or stable state;Then operating parameter is calculated with wavelet analysis if starting state;If stabilization State then calculates operating parameter with power analysis;And judge whether current power equipment is newly-increased add according to calculated result Standby or online equipment newly-increased electricity consumption part.
CN201710780065.6A 2017-09-01 2017-09-01 A kind of industrial user's electricity consumption behavior acquisition device and method Pending CN109428398A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710780065.6A CN109428398A (en) 2017-09-01 2017-09-01 A kind of industrial user's electricity consumption behavior acquisition device and method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710780065.6A CN109428398A (en) 2017-09-01 2017-09-01 A kind of industrial user's electricity consumption behavior acquisition device and method

Publications (1)

Publication Number Publication Date
CN109428398A true CN109428398A (en) 2019-03-05

Family

ID=65513147

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710780065.6A Pending CN109428398A (en) 2017-09-01 2017-09-01 A kind of industrial user's electricity consumption behavior acquisition device and method

Country Status (1)

Country Link
CN (1) CN109428398A (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111260246A (en) * 2020-02-12 2020-06-09 上海锐嘉科智能科技有限公司 Equipment management system and method for park
CN113328424A (en) * 2021-06-04 2021-08-31 吴豪 Intelligent electric shock prevention switch
CN113592189A (en) * 2021-08-11 2021-11-02 上海善算科技有限公司 Industrial energy digital management system
CN113702746A (en) * 2021-09-03 2021-11-26 广东鑫钻节能科技股份有限公司 Safe energy-saving power utilization system based on air compression station

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN202026160U (en) * 2011-05-20 2011-11-02 广西电网公司电力科学研究院 Industrial user electric power monitoring system
US20120272312A1 (en) * 2011-04-22 2012-10-25 Liuzhou Wuling Motors Co., Ltd. Upper-order computer, lower-order computer, monitoring system and monitoring method
CN104410163A (en) * 2014-12-03 2015-03-11 苏州太谷电力股份有限公司 Safety production and energy saving method based on power energy management system
CN105004896A (en) * 2015-07-17 2015-10-28 广东浩迪创新科技有限公司 Electric meter system with period real-time power consumption data monitoring function
CN105529823A (en) * 2014-09-28 2016-04-27 杭州久笛电子科技有限公司 Terminals and terminal building system based on electric load management intelligent recognition system
CN105743126A (en) * 2016-04-14 2016-07-06 华南理工大学 Microgrid energy management system capable of realizing load management
CN105866526A (en) * 2016-04-06 2016-08-17 南彦勃 Monitoring method and system for diagnosing electrical device abnormities by use of power consumption fluctuation

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120272312A1 (en) * 2011-04-22 2012-10-25 Liuzhou Wuling Motors Co., Ltd. Upper-order computer, lower-order computer, monitoring system and monitoring method
CN202026160U (en) * 2011-05-20 2011-11-02 广西电网公司电力科学研究院 Industrial user electric power monitoring system
CN105529823A (en) * 2014-09-28 2016-04-27 杭州久笛电子科技有限公司 Terminals and terminal building system based on electric load management intelligent recognition system
CN104410163A (en) * 2014-12-03 2015-03-11 苏州太谷电力股份有限公司 Safety production and energy saving method based on power energy management system
CN105004896A (en) * 2015-07-17 2015-10-28 广东浩迪创新科技有限公司 Electric meter system with period real-time power consumption data monitoring function
CN105866526A (en) * 2016-04-06 2016-08-17 南彦勃 Monitoring method and system for diagnosing electrical device abnormities by use of power consumption fluctuation
CN105743126A (en) * 2016-04-14 2016-07-06 华南理工大学 Microgrid energy management system capable of realizing load management

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111260246A (en) * 2020-02-12 2020-06-09 上海锐嘉科智能科技有限公司 Equipment management system and method for park
CN113328424A (en) * 2021-06-04 2021-08-31 吴豪 Intelligent electric shock prevention switch
CN113592189A (en) * 2021-08-11 2021-11-02 上海善算科技有限公司 Industrial energy digital management system
CN113702746A (en) * 2021-09-03 2021-11-26 广东鑫钻节能科技股份有限公司 Safe energy-saving power utilization system based on air compression station
CN113702746B (en) * 2021-09-03 2024-03-08 广东鑫钻节能科技股份有限公司 Safe energy-saving type electricity utilization system based on air compression station

Similar Documents

Publication Publication Date Title
CN109428398A (en) A kind of industrial user's electricity consumption behavior acquisition device and method
CN105978150B (en) The monitoring method of intelligent transformer terminal
CN102074963B (en) Intelligent reactive compensation comprehensive control device
WO2021217695A1 (en) Smart data collection and sorting system for smart factory framework-based power supply and distribution grid
CN102347616B (en) Reactive compensation method with resonance detection and harmonic wave overcurrent protection and device thereof
CN102437650A (en) Intelligent electric power distribution system
CN104242447A (en) Integrated measuring and controlling device and system of intelligent transformer substation
CN102680779B (en) The self-adaptation control method of a kind of three-phase electric energy meter and three-phase electric energy meter
CN202084997U (en) Digital integrated AC/DC power supply chief monitoring device
CN100429858C (en) Remote oil machine, electric network monitoring device and its harmonic analysis monitoring method
CN111668812B (en) Main transformer double-protection system and method
CN206004395U (en) A kind of transformer station's automatic change-over device of emergency
CN201766346U (en) Intelligent integrated protector for motor
CN105743068A (en) Var generator protection system
US9575102B2 (en) Dispersed state monitoring device for distributed generation
CN202475013U (en) Intelligent power distribution device
CN201820129U (en) Intelligent controller of transformer cooling system
CN205080419U (en) Equipment running state automatic acquisition records query engine device
CN201893606U (en) Distribution transformer monitoring management terminal
CN103219941A (en) Switching circuit and switching method of star-shaped / triangular general savor for motor
CN201278008Y (en) Transformer integrated monitor
CN203326948U (en) Switching circuit of star-shaped / triangular general savor for motor
CN102882272B (en) Intelligent alternating current distribution lightning protection and branch energy consumption monitoring system of base station
CN202003180U (en) Low-voltage power distribution intelligent controller
CN109256865A (en) A kind of distribution network automated terminal with self-checking function

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
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20190305

WD01 Invention patent application deemed withdrawn after publication