CN109460948A - Electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things - Google Patents
Electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things Download PDFInfo
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Abstract
The electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things that the invention discloses a kind of, it is characterized by: this method uses the outer dimension of abundant investigation and analysis storehouse raw material, weight, material, it is put in storage frequency out, enter and leave quantity, it is put in storage route out, on the basis of shelf specification data, to warehousing and storage activities efficiency rating, the distribution modeling of goods and materials storage goods yard, it analyzes and optimizes goods and materials storage goods yard allocation plan, and statistics calculating is carried out to the distribution of artificial goods yard and model allocative efficiency, obtain the quantized data of improved efficiency, this method research will be based on mathematical modeling mode, building influences warehousing and storage activities efficiency, the analysis model of precision, study the goods yard allocation plan of the optimization of different warehouse difference stockpiles, realize intelligent recommendation goods yard mechanism, pilot study is carried out further to promote warehousing and storage activities managerial ability, Has larger application and popularization value.
Description
Technical field
The invention belongs to electric power material management technical fields, and in particular to the electric power enterprise goods and materials storehouse based on technology of Internet of things
Warehousing bit allocation method.
Background technique
Under the background of " internet+logistics ", intelligent storage has good chance.Intelligent storage --- " internet+object
The important value node warehousing management of stream " is in occupation of critical role in logistics management, and modern logistics are to integrate process, in coordination
Downstream is main target, emphasizes Optimal Inventory.Warehouse cost can be significantly reduced in Intelligent storage system, can at least save
The labor cost of 70% or more cost of land and 80% or more is the important value node of " internet+logistics ".
The online material Management System of Southern Power Grid Company tentatively realizes storage handling of goods and materials, and is gradually completing
The mobile operation of storage, substantially meets warehousing and storage activities management needs；But with the development of warehousing, traditional warehousing management mode is
Through not catching up with the needs of development, often there is a problem of that operating efficiency is not high, precision is inadequate in practical warehousing and storage activities, to storehouse
The practical experience of Guan Yuan is very high by degree.
It is learned by the inquiry of south electric network technical information, is ground by the end of current south electric network there has been no system, targetedly
Study carefully, solves the above problems.
Summary of the invention
The technical problems to be solved by the present invention are: providing a kind of electric power enterprise goods and materials storage goods based on technology of Internet of things
Bit allocation method, this method research will be based on mathematical modeling mode, and building influences the analysis mould of warehousing and storage activities efficiency, precision
Type studies the goods yard allocation plan of the optimization of different warehouse difference stockpiles, realizes intelligent recommendation goods yard mechanism, is into one
Step promotes warehousing and storage activities managerial ability and carries out pilot study, has larger application and popularization value, to overcome the prior art not
Foot.
The present invention is implemented as follows:
Electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things, this method use abundant investigation and analysis warehouse object
The outer dimension of money, material, goes out storage frequency, enters and leaves quantity, goes out on the basis of storage route, shelf specification data weight, right
Warehousing and storage activities efficiency rating, the distribution modeling of goods and materials storage goods yard, analyze and optimize goods and materials storage goods yard allocation plan, and to people
The distribution of work goods yard and model allocative efficiency carry out statistics calculating, obtain the quantized data of improved efficiency；
Specific step is as follows
Step 1: warehouse homework efficiency model is studied
In conjunction with goods and materials storage historical data, research influences warehousing and storage activities efficiency correlative factor and goods and materials storage location to storage
The influence of operation timeliness combs and formulates warehousing and storage activities efficiency System of Comprehensive Evaluation, constructs warehouse homework efficiency rating
Model provides basis for scientific evaluation warehouse homework efficiency；
Step 2: based on ABC class goods and materials storage goods yard Research of Transportation Assignment Model
ABC classification is that prime locations distribute to out the high cargo of storage frequency, so that the efficiency for going out storage maximizes and goes out
Shipping and delivery cost is put in storage to minimize；In conjunction with actual conditions of storing in a warehouse, based on goods and materials storage historical data, just according to storage frequency out,
Goods and materials are divided into A, B, C three categories, A class goods and materials are placed on prime locations, and B class goods and materials are placed on middle position, and C class goods and materials are placed on relatively
It by inner position, and fully considers that cargo goes out and is put in storage being associated with for the other factors such as frequency and region, seasonality, building is based on ABC
The research model of class goods and materials storage goods yard distribution provides reference to solve goods and materials science distribution in goods yard under the conditions of evaluation index；
Step 3: goods and materials storage goods yard distribution and goods and materials outbound degree of association research
Based on current storehouse raw material outbound historical data, relatively large number of data are recorded to outbound and are carried out using Apriori algorithm
Comprehensive analysis, research goods and materials storage goods yard distribution and the goods and materials outbound degree of association, it is general that analysis storage goods and materials are received outbound together
Property rule, for goods and materials storage goods yard planning reference frame is provided；
Step 4: artificial goods yard distribution and the statistical comparison research of model allocative efficiency
It, will by the efficiency calculation of the Efficiency Statistics calculating and the prediction of goods yard distribution model that distribute goods yard artificial in historical data
The two is compared research, confirms that the operating efficiency of goods yard distribution model is distributed higher than artificial goods yard from gross data, under
One step goods yard distribution system development and application provide practical theoretical guarantee；
Step 5: goods and materials storage goods yard distribution and material Management System Integrated research
Goods and materials storage goods yard distribution is related to integrating with external material Management System, needs to investigate the integrated pass of combing between the two
Material Management System relevant supplies warehouse historical work data, warehouse storage knot call by using WebService technology in system
The information such as structure provide basic data support for theoretical research, software systems realization；
Step 6: goods and materials storage goods yard distribution development of information system is realized
It is analyzed based on warehouse historical data, distributes correlation model research achievement, construction goods and materials storage goods in conjunction with goods and materials storage goods yard
Allocation information system, and realize and docked with material Management System, dynamic analysis and the optimal goods and materials of output storehouse raw material store goods
Bit allocation scheme.
Preferably, process is implemented in step 6 includes:
One, Interface integration: by Interface integration, material Management System storage related data is obtained, as goods and materials storage goods yard point
With algorithm model input condition；
Two, model is arranged: establishing object goods and materials storage goods yard distribution model operational parameter setting area, mentions for model items operating parameter
For manual maintenance function
Three, algorithm model and result output: solidification algorithm model, and can recommend optimal according to input condition, output operation result
Goods and materials store goods yard allocation plan；
Four, warehousing and storage activities efficiency comprehensive evaluation index is inquired: can check every operating index knot of specified warehousing and storage activities efficiency
Fruit.
Preferably, the method for realizing the research of warehouse homework efficiency model is that research can objectively respond warehouse and operate
In journey business processing efficiently whether business evaluation index, construct warehouse homework efficiency model.
Preferably, realize that the method based on ABC class goods and materials storage goods yard Research of Transportation Assignment Model is existed meeting all kinds of goods and materials
Different storage conditions require, idle capacity requires, and in the case of different storage zone hardware condition feature, construct various dimensions, multilayer
Inferior goods bit allocation model realizes goods and materials storage goods yard science distribution.
Preferably, realize goods and materials storage goods yard distribution development of information system method be by with material Management System collection
At dynamic acquisition material depot Historical Jobs data information, warehouse storage organization information establish goods and materials storage region planning algorithm
Model exports storehouse raw material memory utilization scheme.The design of software systems general frame is completed with this thinking, guidance exploitation is realized.
Preferably, the above method is based on technology of Internet of things, with mathematical modelling algorithm, the physics being related to storehouse raw material
Parameter goes out storage data, carries out various dimensions Modeling Research, analysis automated store interior storage according to storage frequency, quantity etc. is gone out
The optimal case of standby goods and materials storage goods yard storage, goes out input work to maximally utilize existing warehouse storage capacity, effectively improving warehouse
Efficiency；Specifically, in abundant research and application is based on the distribution calculation of ABC class goods and materials storage goods yard using JAVA integrating and developing platform
Method, goods and materials storage goods yard distribution are surveyed with mathematical modeling, exploitation and the unit on the basis of goods and materials outbound algorithm of correlation degree, carrying out system
Examination calls material Management System relevant supplies warehouse historical work data, warehouse storage organization number by using WebService
It is believed that breath, to obtain the target.
By adopting the above-described technical solution, compared with prior art, the present invention breaks through warehouse goods yard traditional at present and deposits
Mode playback makes storage goods and materials location mode more standardize, by the realization of software systems with scientific and rational storage scheme
To replace random and not scientific, the unreasonable way to manage of artificial goods yard storage management in the past, the management of raising warehouse goods yard
Efficiency, the goods yard distribution obtained through the invention replaces the goods yard of artificial experience to distribute, it is contemplated that improves storage goods and materials outbound
Solid foundation is established in activity duration 20%, the construction for intelligent storage；Meanwhile it is real to research and develop goods yard distribution system energy
Storage goods and materials goods yard allocation optimization scheme in existing south electric network enterprise arbitrary structures warehouse enters and leaves library to the whole network storage goods and materials and makees
The raising of industry efficiency has scale effect.
Specific embodiment
The following is a clear and complete description of the technical scheme in the embodiments of the invention, it is clear that described embodiment
Only a part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, the common skill in this field
Art personnel every other embodiment obtained without making creative work belongs to the model that the present invention protects
It encloses.
The embodiment of the present invention:
Electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things, this method use abundant investigation and analysis warehouse object
The outer dimension of money, material, goes out storage frequency, enters and leaves quantity, goes out on the basis of storage route, shelf specification data weight, right
Warehousing and storage activities efficiency rating, the distribution modeling of goods and materials storage goods yard, analyze and optimize goods and materials storage goods yard allocation plan, and to people
The distribution of work goods yard and model allocative efficiency carry out statistics calculating, obtain the quantized data of improved efficiency；
Specific step is as follows
Step 1: warehouse homework efficiency model is studied
In conjunction with goods and materials storage historical data, research influences warehousing and storage activities efficiency correlative factor and goods and materials storage location to storage
The influence of operation timeliness combs and formulates warehousing and storage activities efficiency System of Comprehensive Evaluation, constructs warehouse homework efficiency rating
Model provides basis for scientific evaluation warehouse homework efficiency；
Step 2: based on ABC class goods and materials storage goods yard Research of Transportation Assignment Model
ABC classification is that prime locations distribute to out the high cargo of storage frequency, so that the efficiency for going out storage maximizes and goes out
Shipping and delivery cost is put in storage to minimize；In conjunction with actual conditions of storing in a warehouse, based on goods and materials storage historical data, just according to storage frequency out,
Goods and materials are divided into A, B, C three categories, A class goods and materials are placed on prime locations, and B class goods and materials are placed on middle position, and C class goods and materials are placed on relatively
It by inner position, and fully considers that cargo goes out and is put in storage being associated with for the other factors such as frequency and region, seasonality, building is based on ABC
The research model of class goods and materials storage goods yard distribution provides reference to solve goods and materials science distribution in goods yard under the conditions of evaluation index；
Step 3: goods and materials storage goods yard distribution and goods and materials outbound degree of association research
Based on current storehouse raw material outbound historical data, relatively large number of data are recorded to outbound and are carried out using Apriori algorithm
Comprehensive analysis, research goods and materials storage goods yard distribution and the goods and materials outbound degree of association, it is general that analysis storage goods and materials are received outbound together
Property rule, for goods and materials storage goods yard planning reference frame is provided；
Step 4: artificial goods yard distribution and the statistical comparison research of model allocative efficiency
It, will by the efficiency calculation of the Efficiency Statistics calculating and the prediction of goods yard distribution model that distribute goods yard artificial in historical data
The two is compared research, confirms that the operating efficiency of goods yard distribution model is distributed higher than artificial goods yard from gross data, under
One step goods yard distribution system development and application provide practical theoretical guarantee；
Step 5: goods and materials storage goods yard distribution and material Management System Integrated research
Goods and materials storage goods yard distribution is related to integrating with external material Management System, needs to investigate the integrated pass of combing between the two
Material Management System relevant supplies warehouse historical work data, warehouse storage knot call by using WebService technology in system
The information such as structure provide basic data support for theoretical research, software systems realization；
Step 6: goods and materials storage goods yard distribution development of information system is realized
It is analyzed based on warehouse historical data, distributes correlation model research achievement, construction goods and materials storage goods in conjunction with goods and materials storage goods yard
Allocation information system, and realize and docked with material Management System, dynamic analysis and the optimal goods and materials of output storehouse raw material store goods
Bit allocation scheme.
Preferably, process is implemented in step 6 includes:
One, Interface integration: by Interface integration, material Management System storage related data is obtained, as goods and materials storage goods yard point
With algorithm model input condition；
Two, model is arranged: establishing object goods and materials storage goods yard distribution model operational parameter setting area, mentions for model items operating parameter
For manual maintenance function
Three, algorithm model and result output: solidification algorithm model, and can recommend optimal according to input condition, output operation result
Goods and materials store goods yard allocation plan；
Four, warehousing and storage activities efficiency comprehensive evaluation index is inquired: can check every operating index knot of specified warehousing and storage activities efficiency
Fruit.
Preferably, the method for realizing the research of warehouse homework efficiency model is that research can objectively respond warehouse and operate
In journey business processing efficiently whether business evaluation index, construct warehouse homework efficiency model.
Preferably, realize that the method based on ABC class goods and materials storage goods yard Research of Transportation Assignment Model is existed meeting all kinds of goods and materials
Different storage conditions require, idle capacity requires, and in the case of different storage zone hardware condition feature, construct various dimensions, multilayer
Inferior goods bit allocation model realizes goods and materials storage goods yard science distribution.
Preferably, realize goods and materials storage goods yard distribution development of information system method be by with material Management System collection
At dynamic acquisition material depot Historical Jobs data information, warehouse storage organization information establish goods and materials storage region planning algorithm
Model exports storehouse raw material memory utilization scheme.The design of software systems general frame is completed with this thinking, guidance exploitation is realized.
Preferably, the above method is based on technology of Internet of things, with mathematical modelling algorithm, the physics being related to storehouse raw material
Parameter goes out storage data, carries out various dimensions Modeling Research, analysis automated store interior storage according to storage frequency, quantity etc. is gone out
The optimal case of standby goods and materials storage goods yard storage, goes out input work to maximally utilize existing warehouse storage capacity, effectively improving warehouse
Efficiency；Specifically, in abundant research and application is based on the distribution calculation of ABC class goods and materials storage goods yard using JAVA integrating and developing platform
Method, goods and materials storage goods yard distribution are surveyed with mathematical modeling, exploitation and the unit on the basis of goods and materials outbound algorithm of correlation degree, carrying out system
Examination calls material Management System relevant supplies warehouse historical work data, warehouse storage organization number by using WebService
It is believed that breath, to obtain the target.
The description of above scheme is the invention being intended to facilitate those of ordinary skill in the art to understand and use, and is familiar with
The personnel of art technology obviously easily can make various modifications to embodiment, and therefore, the present invention is not limited to above-mentioned realities
Scheme, those skilled in the art according to the method for the present invention, all should by improvement and modification made without departing from the scope of the present invention
Within protection scope of the present invention.
Claims (6)
- The goods yard distribution method 1. the electric power enterprise goods and materials based on technology of Internet of things are stored in a warehouse, it is characterised in that: this method is using abundant The outer dimension of investigation and analysis storehouse raw material, material, goes out storage frequency, enters and leaves quantity, goes out storage route, shelf specification weight On the basis of data, to warehousing and storage activities efficiency rating, the distribution modeling of goods and materials storage goods yard, analyzes and optimize goods and materials storage goods yard Allocation plan, and statistics calculating is carried out to the distribution of artificial goods yard and model allocative efficiency, obtain the quantized data of improved efficiency；Specific step is as followsStep 1: warehouse homework efficiency model is studiedIn conjunction with goods and materials storage historical data, research influences warehousing and storage activities efficiency correlative factor and goods and materials storage location to storage The influence of operation timeliness combs and formulates warehousing and storage activities efficiency System of Comprehensive Evaluation, constructs warehouse homework efficiency rating Model provides basis for scientific evaluation warehouse homework efficiency；Step 2: based on ABC class goods and materials storage goods yard Research of Transportation Assignment ModelABC classification is that prime locations distribute to out the high cargo of storage frequency, so that the efficiency for going out storage maximizes and goes out Shipping and delivery cost is put in storage to minimize；In conjunction with actual conditions of storing in a warehouse, based on goods and materials storage historical data, just according to storage frequency out, Goods and materials are divided into A, B, C three categories, A class goods and materials are placed on prime locations, and B class goods and materials are placed on middle position, and C class goods and materials are placed on relatively It by inner position, and fully considers that cargo goes out and is put in storage being associated with for the other factors such as frequency and region, seasonality, building is based on ABC The research model of class goods and materials storage goods yard distribution provides reference to solve goods and materials science distribution in goods yard under the conditions of evaluation index；Step 3: goods and materials storage goods yard distribution and goods and materials outbound degree of association researchBased on current storehouse raw material outbound historical data, relatively large number of data are recorded to outbound and are carried out using Apriori algorithm Comprehensive analysis, research goods and materials storage goods yard distribution and the goods and materials outbound degree of association, it is general that analysis storage goods and materials are received outbound together Property rule, for goods and materials storage goods yard planning reference frame is provided；Step 4: artificial goods yard distribution and the statistical comparison research of model allocative efficiencyIt, will by the efficiency calculation of the Efficiency Statistics calculating and the prediction of goods yard distribution model that distribute goods yard artificial in historical data The two is compared research, confirms that the operating efficiency of goods yard distribution model is distributed higher than artificial goods yard from gross data, under One step goods yard distribution system development and application provide practical theoretical guarantee；Step 5: goods and materials storage goods yard distribution and material Management System Integrated researchGoods and materials storage goods yard distribution is related to integrating with external material Management System, needs to investigate the integrated pass of combing between the two Material Management System relevant supplies warehouse historical work data, warehouse storage knot call by using WebService technology in system The information such as structure provide basic data support for theoretical research, software systems realization；Step 6: goods and materials storage goods yard distribution development of information system is realizedIt is analyzed based on warehouse historical data, distributes correlation model research achievement, construction goods and materials storage goods in conjunction with goods and materials storage goods yard Allocation information system, and realize and docked with material Management System, dynamic analysis and the optimal goods and materials of output storehouse raw material store goods Bit allocation scheme.
- The goods yard distribution method 2. the electric power enterprise goods and materials according to claim 1 based on technology of Internet of things are stored in a warehouse, feature It is that process is implemented in step 6 includes:One, Interface integration: by Interface integration, material Management System storage related data is obtained, as goods and materials storage goods yard point With algorithm model input condition；Two, model is arranged: establishing object goods and materials storage goods yard distribution model operational parameter setting area, mentions for model items operating parameter For manual maintenance functionThree, algorithm model and result output: solidification algorithm model, and can recommend optimal according to input condition, output operation result Goods and materials store goods yard allocation plan；Four, warehousing and storage activities efficiency comprehensive evaluation index is inquired: can check every operating index knot of specified warehousing and storage activities efficiency Fruit.
- The goods yard distribution method 3. the electric power enterprise goods and materials according to claim 1 based on technology of Internet of things are stored in a warehouse, feature Be: the method for realizing the research of warehouse homework efficiency model is that research can objectively respond in warehouse operation at business Business evaluation index whether reason is efficient constructs warehouse homework efficiency model.
- The goods yard distribution method 4. the electric power enterprise goods and materials according to claim 1 based on technology of Internet of things are stored in a warehouse, feature It is: realizes that the method based on ABC class goods and materials storage goods yard Research of Transportation Assignment Model is to meet all kinds of goods and materials in different storage items Part requires, idle capacity requires, in the case of different storage zone hardware condition feature, building various dimensions, the distribution of multi-level goods yard Model realizes goods and materials storage goods yard science distribution.
- The goods yard distribution method 5. the electric power enterprise goods and materials according to claim 1 based on technology of Internet of things are stored in a warehouse, feature Be: the method for realizing goods and materials storage goods yard distribution development of information system is by integrated, the dynamic acquisition with material Management System Material depot Historical Jobs data information, warehouse storage organization information establish goods and materials storage region planning algorithm model, export storehouse Library goods and materials memory utilization scheme,The design of software systems general frame is completed with this thinking, guidance exploitation is realized.
- 6. -5 any electric power enterprise goods and materials storage goods yard distribution method based on technology of Internet of things according to claim 1, It is characterized in that: the above method is based on technology of Internet of things, with mathematical modelling algorithm, the physical parameter that storehouse raw material is related to, It is put in storage data out, carries out various dimensions Modeling Research, analysis automated store interior stockpile according to storage frequency, quantity etc. is gone out The optimal case of goods yard storage is stored, goes out to be put in storage operating efficiency to maximally utilize existing warehouse storage capacity, effectively improving warehouse；Tool Body, using JAVA integrating and developing platform, study and abundant using based on ABC class goods and materials storage goods yard allocation algorithm, goods and materials Goods yard distribution store in a warehouse on the basis of goods and materials outbound algorithm of correlation degree, carries out mathematical modeling, exploitation and the unit testing of system, passes through Material Management System relevant supplies warehouse historical work data, warehouse storage organization data information are called using WebService, To obtain the target.
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| CN110525855A (en) * | 2019-08-19 | 2019-12-03 | 北京三快在线科技有限公司 | A kind of method and device of Storage of Goods |
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| CN111222827A (en) * | 2019-12-31 | 2020-06-02 | 云南电网有限责任公司楚雄供电局 | Goods position management method and device, storage medium and electronic equipment |
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| CN112278694A (en) * | 2020-10-16 | 2021-01-29 | 江苏智库智能科技有限公司 | Stacker warehouse-in and warehouse-out goods position scheduling system |
| WO2021135582A1 (en) * | 2019-12-30 | 2021-07-08 | 北京极智嘉科技股份有限公司 | Warehousing system and warehousing control method applied to warehousing system |
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| CN113537594A (en) * | 2021-07-16 | 2021-10-22 | 国网江苏省电力有限公司 | Construction method of regional power grid enterprise power equipment storage and distribution network system |
| WO2021233157A1 (en) * | 2020-05-20 | 2021-11-25 | 北京京东振世信息技术有限公司 | Warehousing method and apparatus for goods, and non-volatile computer-readable storage medium |
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| CN112009921A (en) * | 2019-05-30 | 2020-12-01 | 北京京东尚科信息技术有限公司 | Concentric polygon warehouse and method and device for loading and unloading articles |
| CN112116281A (en) * | 2019-06-19 | 2020-12-22 | 北京京东乾石科技有限公司 | Method and device for entering and exiting warehouse |
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| CN112100861B (en) * | 2020-09-22 | 2024-05-14 | 河南中烟工业有限责任公司 | Cigarette production material cargo space distribution method based on invasive weed optimization algorithm |
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| CN112278694A (en) * | 2020-10-16 | 2021-01-29 | 江苏智库智能科技有限公司 | Stacker warehouse-in and warehouse-out goods position scheduling system |
| CN113537594A (en) * | 2021-07-16 | 2021-10-22 | 国网江苏省电力有限公司 | Construction method of regional power grid enterprise power equipment storage and distribution network system |
| CN114626794A (en) * | 2022-05-17 | 2022-06-14 | 山东西曼克技术有限公司 | Internet of things-based warehousing vertical warehouse shuttle vehicle path planning method and system |
| CN116307568A (en) * | 2023-03-14 | 2023-06-23 | 国电南瑞南京控制系统有限公司 | Electric power material warehouse collaborative scheduling management system based on artificial intelligence |
| CN116307568B (en) * | 2023-03-14 | 2024-01-26 | 国电南瑞南京控制系统有限公司 | Electric power material warehouse collaborative scheduling management system based on artificial intelligence |
| CN117436674A (en) * | 2023-12-20 | 2024-01-23 | 国网浙江省电力有限公司金华供电公司 | Processing method and equipment based on multi-mode detection of electric power supplies |
| CN117436674B (en) * | 2023-12-20 | 2024-03-01 | 国网浙江省电力有限公司金华供电公司 | Processing method and equipment based on multi-mode detection of electric power supplies |
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