CN106952010A - A kind of demand response system and method based on multi-tenant technology - Google Patents

A kind of demand response system and method based on multi-tenant technology Download PDF

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CN106952010A
CN106952010A CN201710003920.2A CN201710003920A CN106952010A CN 106952010 A CN106952010 A CN 106952010A CN 201710003920 A CN201710003920 A CN 201710003920A CN 106952010 A CN106952010 A CN 106952010A
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demand response
tenant
power consumer
power
user
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孙明峰
赵治文
王尧
邢广峰
陈宋宋
李德智
郑君
赵健
赵健一
马聪聪
段培冬
韦古强
李世豪
何胜
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Ducheng Weiye Group Co Ltd
State Grid (shanghai) Smart Grid Research & Development Investment Co Ltd
State Grid Corp of China SGCC
China Electric Power Research Institute Co Ltd CEPRI
Economic and Technological Research Institute of State Grid Jiangsu Electric Power Co Ltd
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Ducheng Weiye Group Co Ltd
State Grid (shanghai) Smart Grid Research & Development Investment Co Ltd
State Grid Corp of China SGCC
China Electric Power Research Institute Co Ltd CEPRI
Economic and Technological Research Institute of State Grid Jiangsu Electric Power Co Ltd
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Priority to CN201710003920.2A priority Critical patent/CN106952010A/en
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Abstract

The present invention provides a kind of demand response system and method based on multi-tenant technology, including using electric energy supplier, energy services Shang Deng demand responses exploiting entity as the tenant of software systems, each tenant has multiple power consumers under its command;The user's registration included using the demand response system logs in management module, electricity consumption data collection acquisition module, demand response Potentials module, demand response solution formulation and signal release module, demand response business execution module and demand response recruitment evaluation module, it is had reserved energy data acquisition, demand response Potentials, demand response solution formulation and signal issue, demand response business and performs and the function such as demand response recruitment evaluation;The system and method that the application is proposed support multi-user operation, and there is cascade connection between different tenants and electricity consumption user, multiple tenant datas can be achieved and carry out the data analyses such as demand response potentiality, demand response recruitment evaluation, so as to be prevented effectively from the waste of address multiplex and resource.

Description

A kind of demand response system and method based on multi-tenant technology
Technical field
The present invention relates to demand response field, more particularly to a kind of need for being based on multi-tenant (multi-tenancy) technology Ask response system and method.
Background technology
Electricity needs response refers to usual when peak of power consumption period or system security reliability there is risk, power consumer According to electricity rates signal or incentive mechanism, voluntarily selection reduces or increases certain period power load, so as to promote electric power The equilibrium of supply and demand, safeguards system safe and reliable operation.China is in the rapid economic development stage, on long terms, and national electric power is supplied Need to be overall tight slightly, some areas, partial period short of electricity are than more serious.Therefore, by excavating the tune lotus ability of Demand-side, electricity is utilized The elasticity of power demand reduces the load of power surges period, and the situation for alleviating power supply shortage is significant.According to Response signal property that Demand-side is faced is different, demand response can be divided into the demand response based on price and based on swashing The demand response encouraged.
Demand response system is efficiently to realize the information-based support system of the especially automatic demand response of demand response, and it is carried Between power supply network, equal energy source service provider of sale of electricity company and the information exchange between power consumer, power consumer efficiency is analyzed Situation and demand response potentiality, support power consumer side burdened resource participate in the demand response under several scenes.
Multi-tenant technology (multi-tenancy technology) or multiple leasing techniques, are a kind of software architecture skills Art, it refers to share identical system or program assembly in the environment of multi-user, while ensureing the isolation of data between each user Property.In multi-tenant technology, tenant (tenant) refers to the client using system or computer calculation resources, while included in system In can recognize that for specify user all data, such as account and statistical information, the Various types of data that user creates in systems, and The customization application environment of user in itself etc., belongs to the scope of tenant;And be then to be based on supplier used in tenant The application system or operation resource developed or provided.The user that application system designed by supplier can accommodate more than several exists Used under same environment, be that this application program has to be specifically designed with running environment, except system platform can allow together When make the operation of many parts of identical application programs outer, the privacy and safety of protecting tenant data are also the key of multi-tenant technology One.
Existing demand response system is either deployed in own server, Cloud Server or cloud PaaS platform, deposits In following shortcoming or deficiency:
1) an energy services business is only used for as demand response exploiting entity, it is impossible to while supporting multiple main bodys;
2) can only as some energy services business's demand response exploiting entity specialized requirement response system, and can not conduct Demand response supports public service platform;
3) all kinds of Energy Efficiency Analysis based on demand response system are only limitted to the system data, and can not be by other uniform machines The data resource of structure, analysis or forecasting reliability, accuracy are limited;
If 4) in the similar demand response system of each province and city (area) repeated construction, easily form the waste of investment.
As can be seen here, shortage supports multiple energy services business demand response exploiting entities and can be public as demand response at present Service platform, is capable of the demand response system of reliable accurate data analysis result altogether.
The content of the invention
In order to solve the above problems, the present invention provides a kind of demand response system and method based on multi-tenant technology, purport An energy services business is only used for as demand response exploiting entity solving current demand response system, it is impossible to supported simultaneously The defect of multiple exploiting entities;Or, it is only particular demands response implementation unit service, it is impossible to be used as the public clothes of demand response Business platform, it is impossible to effectively comprehensive multiple demand response exploiting entities information resources, and the defect that data analysis predicts the outcome is provided.
To realize object above, the present invention is adopted the following technical scheme that:
A kind of demand response system based on multi-tenant technology, the need being connected with each other with multiple tenants and power consumer Seeking response system includes:User's registration logs in management module, electricity consumption data collection acquisition module, demand response Potentials mould Block, demand response solution formulation and signal release module, demand response business execution module and demand response recruitment evaluation module; Wherein,
The user's registration logs in management module, and the request for receiving tenant or power consumer is different brackets tenant Or power consumer addition role's label, access rights are set, to realize the user's registration and register of demand response system;
The electricity consumption data gathers acquisition module, the electricity consumption data for obtaining power consumer;
The demand response Potentials module, for predicting power consumer demand response potentiality and following power consumption;
The demand response solution formulation and signal release module, please for receiving the demand response that electric energy supplier sends Signal is sought, and combines tenant's self-demand resource response and demand response Potential Prediction result, demand response scheme is formulated;
The demand response business execution module, for according to tenant's response condition, performing demand response scheme;
The demand response recruitment evaluation module, for being obtained from the power consumer under the specific tenant for participating in demand response History electricity consumption data, determines electricity consumption data and base-line data during electricity consumption baseline, contrast demand response, evaluation requirement response effect Really.
It is preferred that, the tenant, including electric energy supplier and energy services business;
The power consumer, including industrial enterprise, commercial undertaking and resident;
The power consumer can be connected with each other with other one or more power consumers, for count tenant and tenant it Between, and sale of electricity/electricity consumption relation between tenant and power consumer;
The tenant can be connected with each other with other one or more tenants, for binding one or more tenants as certainly The electric energy supplier of body;The tenant can also be connected by demand response system with one or more power consumers simultaneously, be used for Power consumer of one or more tenants as itself is bound, the information and electricity consumption data of the power consumer is obtained.
It is preferred that, the user's registration logs in management module, including receiving unit, setting unit, domestic consumer's management list Member, examination & approval service management unit and administrator's administrative unit;Wherein,
The receiving unit, registration, logging request for judging tenant or power consumer;
The setting unit, for identifying, managing for tenant or power consumer addition role's label, including examination & approval user Member user mark and the common user identifiers in addition to examination & approval user and keeper;
Domestic consumer's administrative unit, for for for carry common user identifiers user, its identity information is entered Row checking;
The examination & approval service management unit, for being examined to demand response scheme;
Administrator's administrative unit, for performing user management and system configuration operation.It is preferred that, the electricity consumption Data acquisition acquisition module is connected with each other with intelligent electric meter, the electricity consumption data for obtaining power consumer;
The electricity consumption data collection acquisition module is public by internet and power consumer side energy management system or power network Department is connected with energy service platform, in the way of automatic regular polling, is gathered power consumer history electricity consumption data, is synchronized to shared data In storehouse;
Wherein, the shared data bank is arranged in demand response system, for depositing power consumer information, access right Limit, demand response business and user power utilization information.
Further, the shared data bank includes some sub- memory cell, the use for individually preserving each power consumer Electric data, and the interaction data generated between system and tenant.
It is preferred that, the demand response Potentials module, including single tenant's analytic unit and multi-tenant analytic unit;
Single tenant's analytic unit, for obtaining multiple power consumer electricity consumption datas under single tenant, using association point Analyse algorithm and obtain load classification characteristic and particular power user's history part throttle characteristics, perform power consumer electric power similar with its Load comparisons' analysis of user;
The multi-tenant analytic unit, is used for more electric power according to multi-tenant analysis mode comprehensively multiple tenants Family electricity consumption data, the particular power user's history load for obtaining load classification characteristic and specific tenant using association analysis algorithm is special Property, perform load comparisons' analysis of its power consumer similar with its of the power consumer.
It is preferred that, the demand response scheme, including selection participate in the power consumer list of demand response, and in list Record each power consumer send demand response information, target requirement respond style, target load adjustment amount, pricing information and Excitation information.
It is preferred that, the demand response business execution module, including automatic demand response unit and non-automatic demand response Unit;
The automatic demand response unit, obtains demand response signal for being provided from the dynamic tenant for participating in demand response, sentences Disconnected respond style;
The non-automatic demand response unit, determines whether to participate in this demand response for power consumer;If so, then anti- Feedback participates in electrical equipment and load information, and load start and stop or regulation operation are manually performed under doubling.
It is preferred that, the demand response recruitment evaluation module, including single tenant's assessment unit and multi-tenant assessment unit;
Single tenant's assessment unit, for multiple power consumers for all participation demand responses under single tenant Demand response recruitment evaluation result carries out comprehensive statistics and compares analysis, obtains single tenant's demand response recruitment evaluation;
The multi-tenant assessment unit, for multiple power consumers for all participation demand responses under multiple tenants Demand response recruitment evaluation result carries out comprehensive analysis, obtains global demand response recruitment evaluation result.
A kind of demand response method based on multi-tenant technology, the described method comprises the following steps:
1) tenant and power consumer are determined, the user's registration and register of demand response system is completed;
2) power consumer electricity consumption data is gathered by data acquisition device;
3) electricity consumption data based on single or multiple tenants carries out demand response potentiality and following electricity demand forecasting;
4) tenant receives demand response request, formulates demand response scheme, issues demand response signal;
5) the demand response mode of power consumer is judged;
6) demand response recruitment evaluation is performed.
It is preferred that, the determination tenant and power consumer include, and the demand responses such as electric energy supplier, energy services business is real Unit definition is applied for tenant, electricity consumption mechanism, resident are defined as power consumer so that between tenant and user, between tenant and tenant Form electricity supply and demand relation;
The user's registration and register of the demand response system include:When the registration for receiving tenant or power consumer During request, identity information is obtained, is addition role's label of different brackets tenant or power consumer, access rights are set;
After tenant succeeds in registration, itself electric energy supplier and power consumer are inputted;
After power consumer succeeds in registration, selection system tenant is used as itself electric energy supplier;
When receiving the logging request of tenant or power consumer, user gradation and authority are determined according to role's label, and it is right Its identity information is verified;If consistent with log-on message, login successfully;Wherein,
Role's label includes:Common user identifiers, examination & approval user mark and keeper's mark.
It is preferred that, described is specially power consumer power load by data acquisition device collection power consumer electricity consumption data Equipment or multiple equipment polymerize the electricity consumption data of power circuit;It includes voltage, load and power factor;With the side of automatic regular polling Formula is according to the frequency acquisition of setting, automatic data collection power consumer history electricity consumption data;It is synchronized in shared data bank, including storage Power consumer information, access rights, demand response business and user power utilization information.
It is preferred that, the electricity consumption data based on multiple power consumers under single tenant is obtained using association analysis algorithm Load classification characteristic and particular power user's history part throttle characteristics;It is negative according to its similar power consumer for single power consumer Lotus comparative analysis, predicts the power consumer demand response potentiality and following power consumption prediction;
For multiple tenants, load classification characteristic and the particular power user of specific tenant are obtained using association analysis algorithm Historical load characteristic, is analyzed by the load comparisons of power consumer power consumer similar with its, predicts the power consumer demand Respond potentiality, and following power consumption;Wherein,
The association analysis algorithm, including regression analysis and similarity analysis method.
Further, the prediction of the demand response Potentials and following power consumption is directly proportional to data scale, is based on The analysis of multi-tenant and predict the outcome better than based on single tenant data analysis and predict the outcome.
It is preferred that, the step 4) specifically include:Tenant obtains the demand response request letter that itself electric energy supplier sends Number, with reference to self-demand resource response and demand response Potentials result, formulate demand response scheme;The program includes participating in The power consumer list of demand response, expected load adjustment amount and price or excitation information, and tenant send to power consumer Demand response signal.
It is preferred that, the step 5) in, the demand response of the power consumer is divided into automatic participate in and non-automatic participation two The mode of kind;
It is if automatic demand response user, then automatic to participate in demand response;If non-automatic demand response user, by electric power User determines whether to participate in this demand response, if so, then feedback participates in electrical equipment and information on load, under doubling manually Perform load start and stop or regulation operation.
It is preferred that, the step 6) in, the power consumer under specific tenant for participating in demand response obtains its history Electricity consumption data, the power consumption average of n effectively electricity consumptions day before occurring using demand response is used as electricity consumption baseline, contrast demand response Period electricity consumption data and base-line data, evaluation requirement response effect;Wherein,
It is analyzed for multiple power consumer demand response effects that demand response is participated under single tenant, to many Multiple power consumer demand response recruitment evaluation results that demand response is participated under individual tenant are analyzed, and obtain global need Seek response recruitment evaluation result.
The present invention uses above technical scheme, and the present invention provides the demand being connected with each other with multiple tenants and power consumer and rung System is answered, based on multi-tenant technology, supports that multiple energy services business demand response exploiting entities share same demand response system, So as to avoid overlapping construction;The cascade of demand response exploiting entity is supported, demand response business demand is better met;
Numerous power consumer data of comprehensive multiple demand response exploiting entities, demand response Potentials are more accurate, from Demand response is implemented more targetedly, preferably to reach the demand response target such as peak load shifting;Comprehensive multiple demand responses are implemented Numerous power consumer data of unit, demand response recruitment evaluation is more accurately and reliably.
Aim to solve the problem that current demand response system is only used for an energy services business as demand response exploiting entity, nothing Method supports the defect of multiple exploiting entities simultaneously;Or, it is only particular demands response implementation unit service and cannot function as demand Respond public service platform, it is impossible to effectively comprehensive multiple demand response exploiting entities information resources, and data analysis prediction is provided As a result defect.
A kind of demand response method based on multi-tenant technology is also provided in the solution of the present invention, this method can be comprehensively multiple Tenant data carries out the data analyses such as demand response potentiality, demand response recruitment evaluation.By each demand response exploiting entity As the tenant of a demand response software systems, each tenant has multiple power consumers under its command, possess demand response resource management, The demand response function such as demand response plan and project management, demand response implementation, demand response Potentials and recruitment evaluation; May be present between different tenants the tenant of upstream and downstream cascade connection, i.e., one can as another tenant power consumer;This branch The cascade of demand response exploiting entity is held, demand response business demand is better met.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the demand response system structure diagram based on multi-tenant technology in the present invention;
Fig. 2 is demand response method flow diagram in the present invention;
Fig. 3 is different tenant's cascade connection structure charts in the present invention;
Fig. 4 is different tenant data relation schematic diagrams in embodiment in the present invention.
Embodiment
To make the object, technical solutions and advantages of the present invention clearer, technical scheme will be carried out below Detailed description.Obviously, described embodiment is only a part of embodiment of the invention, rather than whole embodiments.Base Embodiment in the present invention, those of ordinary skill in the art are resulting on the premise of creative work is not made to be owned Other embodiment, belongs to the scope that the present invention is protected.
A kind of demand response system based on multi-tenant technology, the need being connected with each other with multiple tenants and power consumer Seeking response system includes:User's registration logs in management module, electricity consumption data collection acquisition module, demand response Potentials mould Block, demand response solution formulation and signal release module, demand response business execution module and demand response recruitment evaluation module; Wherein,
The user's registration logs in management module, and the request for receiving tenant or power consumer is different brackets tenant Or power consumer addition role's label, access rights are set, to realize the user's registration and register of demand response system;
The electricity consumption data gathers acquisition module, the electricity consumption data for obtaining power consumer;
The demand response Potentials module, for predicting power consumer demand response potentiality and following power consumption;
The demand response solution formulation and signal release module, please for receiving the demand response that electric energy supplier sends Signal is sought, and combines tenant's self-demand resource response and demand response Potential Prediction result, demand response scheme is formulated;
The demand response business execution module, for according to tenant's response condition, performing demand response scheme;
The demand response recruitment evaluation module, for being obtained from the power consumer under the specific tenant for participating in demand response History electricity consumption data, determines electricity consumption data and base-line data during electricity consumption baseline, contrast demand response, evaluation requirement response effect Really.
Wherein, tenant, including electric energy supplier and energy services business;
Power consumer, including industrial enterprise, commercial undertaking and resident;
Power consumer can be connected with each other with other one or more power consumers, for counting between tenant and tenant, And the sale of electricity between tenant and power consumer/electricity consumption relation;
Tenant can be connected with each other with other one or more tenants, for bind one or more tenants as itself Electric energy supplier;The tenant can also be connected by demand response system with one or more power consumers simultaneously, for binding One or more tenants obtain the information and electricity consumption data of the power consumer as the power consumer of itself.Electricity consumption data includes Power consumer power load equipment or multiple equipment polymerize the electricity consumption data of power circuit, data include voltage, load, power because Number etc., data acquiring frequency be usually every 15 minutes once.Electricity consumption data is stored in Database Systems, data access authority and the electricity Power user account number is associated.
User's registration logs in management module, including receiving unit, setting unit, domestic consumer's administrative unit, examination & approval user Administrative unit and administrator's administrative unit;Wherein,
Receiving unit, registration, logging request for judging tenant or power consumer;
Setting unit, for being used for tenant or power consumer addition role's label, including examination & approval user mark, keeper Family is identified and the common user identifiers in addition to examination & approval user and keeper;
Domestic consumer's administrative unit, for for for carry common user identifiers user, its identity information is tested Card;
Service management unit is examined, for being examined to demand response scheme;
Administrator's administrative unit, for performing user management and system configuration operation.Electricity consumption data collection obtains mould Block is connected with each other with intelligent electric meter, the electricity consumption data for obtaining power consumer;
Electricity consumption data gathers acquisition module and passes through internet and power consumer side energy management system or grid company Connected with energy service platform, in the way of automatic regular polling, gather power consumer history electricity consumption data, be synchronized to shared data bank In;
Wherein, shared data bank is arranged in demand response system, for depositing power consumer information, access rights, need Ask response business and user power utilization information.
Shared data bank includes some sub- memory cell, the electricity consumption data for individually preserving each power consumer, Yi Jiyu The interaction data generated between system and tenant.
Demand response Potentials module, including single tenant's analytic unit and multi-tenant analytic unit;
Single tenant's analytic unit, for obtaining multiple power consumer electricity consumption datas under single tenant, using association point Analyse algorithm and obtain load classification characteristic and particular power user's history part throttle characteristics, perform power consumer electric power similar with its Load comparisons' analysis of user;
Multi-tenant analytic unit, is used for more power consumers according to multi-tenant analysis mode comprehensively multiple tenants Electric data, load classification characteristic and the particular power user's history part throttle characteristics of specific tenant are obtained using association analysis algorithm, Perform load comparisons' analysis of its power consumer similar with its of the power consumer.
Demand response scheme, including selection participate in the power consumer list of demand response, and each electricity recorded in list Demand response information, target requirement respond style, target load adjustment amount, pricing information and excitation information that power user sends.
Demand response business execution module, including automatic demand response unit and non-automatic demand response unit;Wherein,
Automatic demand response unit, obtains demand response signal for being provided from the dynamic tenant for participating in demand response, judges to ring Answer type;
Non-automatic demand response unit, determines whether to participate in this demand response for power consumer;If so, then feedback is joined With electrical equipment and load information, load start and stop or regulation operation are manually performed under doubling.
Demand response recruitment evaluation module, including single tenant's assessment unit and multi-tenant assessment unit;
Single tenant's assessment unit, for multiple power consumer demands for all participation demand responses under single tenant Respond recruitment evaluation result and carry out comprehensive statistics comparison analysis, obtain single tenant's demand response recruitment evaluation;
Multi-tenant assessment unit, for multiple power consumer demands for all participation demand responses under multiple tenants Respond recruitment evaluation result and carry out comprehensive analysis, obtain global demand response recruitment evaluation result.
A kind of demand response method based on multi-tenant technology is also provided in the embodiment of the present invention, as shown in figure 3, this method Comprise the following steps:
1) tenant and power consumer are determined, the user's registration and register of demand response system is completed;
Electric energy supplier, energy services Shang Deng demand responses exploiting entity are defined as tenant, by electricity consumption mechanism, Ju Minding Justice is power consumer so that between tenant and user, electricity supply and demand relation is formed between tenant and tenant;
The user's registration and register of the demand response system include:When the registration for receiving tenant or power consumer During request, identity information is obtained, is addition role's label of different brackets tenant or power consumer, access rights are set;
After tenant succeeds in registration, itself electric energy supplier and power consumer are inputted;
After power consumer succeeds in registration, selection system tenant is used as itself electric energy supplier;
When receiving the logging request of tenant or power consumer, user gradation and authority are determined according to role's label, and it is right Its identity information is verified;If consistent with log-on message, login successfully;Wherein,
Role's label includes:Common user identifiers, examination & approval user mark and keeper's mark.
I.e. domestic consumer with common user identifiers, mainly for most of domestic consumers;Possess except examination & approval user and Other functions outside administrator role's specific function;
I.e. examination & approval user with examination & approval user's mark, it is main to be responsible for examining demand response scheme;
The i.e. administrator identified with administrator, it is main to perform the operation such as user management and system configuration.
2) power consumer electricity consumption data is gathered by data acquisition device;
It is specially power consumer power load equipment or multiple to gather power consumer electricity consumption data by data acquisition device The electricity consumption data of device aggregation power circuit;It includes voltage, load and power factor;According to setting in the way of automatic regular polling Frequency acquisition, automatic data collection power consumer history electricity consumption data;Frequency acquisition is traditionally arranged to be 15 minutes/time.Meanwhile, it is synchronous Into shared data bank, including storage power consumer information, access rights, demand response business and user power utilization information.
3) electricity consumption data based on single or multiple tenants carries out demand response potentiality and following electricity demand forecasting;
Cascade connection can be formed between tenant, tenant 01, tenant 12, tenant 22 form the sale of electricity of cascade, electricity consumption relation.Example Such as:The sale of electricity of cascade structure between energy services business as shown in Figure 3 and electric energy supplier, electricity consumption relation, and as shown in Figure 4 , the sale of electricity of the cascade structure between Guo Wang xx provincial electric power companies and service provider of subordinate Utilities Electric Co., electricity consumption relation.
Based on the electricity consumption data of multiple power consumers under single tenant, load classification characteristic is obtained using association analysis algorithm And particular power user's history part throttle characteristics;For single power consumer, analyzed according to its similar power consumer load comparisons, in advance Survey the power consumer demand response potentiality and following power consumption prediction;
For multiple tenants, load classification characteristic and the particular power user of specific tenant are obtained using association analysis algorithm Historical load characteristic, is analyzed by the load comparisons of power consumer power consumer similar with its, predicts the power consumer demand Respond potentiality, and following power consumption;Wherein,
The association analysis algorithm, including regression analysis and similarity analysis method.
The prediction of demand response Potentials and following power consumption is directly proportional to data scale, the analysis based on multi-tenant with Predict the outcome better than the data analysis based on single tenant and predict the outcome.
4) tenant receives demand response request, formulates demand response scheme, issues demand response signal;
Tenant obtains the demand response request signal that itself electric energy supplier sends, with reference to self-demand resource response and need Response Potentials result is sought, demand response scheme is formulated;The program includes participating in the power consumer list of demand response, expected Load adjustment amount and price or excitation information, and the demand response signal that tenant sends to power consumer.Power consumer list Comprising power consumer or it is used as the tenant of subordinate energy services business.
5) the demand response mode of power consumer is judged;
The demand response of power consumer is divided into automatic participate in and non-automatic participation two ways;
It is if automatic demand response user, then automatic to participate in demand response;If non-automatic demand response user, by electric power User determines whether to participate in this demand response, if so, then feedback participates in electrical equipment and information on load, under doubling manually Perform load start and stop or regulation operation.
6) demand response recruitment evaluation is performed.
The power consumer under specific tenant for participating in demand response, obtains its history electricity consumption data, with demand response The power consumption average of n effective electricity consumptions day before generation contrasts electricity consumption data and baseline during demand response as electricity consumption baseline Data, evaluation requirement response effect;Wherein, n span is set to be self-defined, is traditionally arranged to be 3≤n≤5;Effective electricity consumption Day, that is, reject weekend, festivals or holidays, in addition, power consumption average can also be by rejecting highest in one section of electricity consumption day and minimum The mode of power consumption is obtained.
It is analyzed for multiple power consumer demand response effects that demand response is participated under single tenant, to many Multiple power consumer demand response recruitment evaluation results that demand response is participated under individual tenant are analyzed, and obtain global need Seek response recruitment evaluation result.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all be contained Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.

Claims (10)

1. a kind of demand response system based on multi-tenant technology, it is characterised in that mutually interconnected with multiple tenants and power consumer The demand response system connect includes:User's registration logs in management module, electricity consumption data collection acquisition module, demand response and dived Power analysis module, demand response solution formulation and signal release module, demand response business execution module and demand response effect Evaluation module;Wherein,
The user's registration logs in management module, and the request for receiving tenant or power consumer is different brackets tenant or electricity Power user adds role's label, access rights is set, to realize the user's registration and register of demand response system;
The electricity consumption data gathers acquisition module, the electricity consumption data for obtaining power consumer;
The demand response Potentials module, for predicting power consumer demand response potentiality and following power consumption;
The demand response solution formulation and signal release module, letter is asked for receiving the demand response that electric energy supplier sends Number, and tenant's self-demand resource response and demand response Potential Prediction result are combined, formulate demand response scheme;
The demand response business execution module, for according to tenant's response condition, performing demand response scheme;
The demand response recruitment evaluation module, for obtaining history from the power consumer under the specific tenant for participating in demand response Electricity consumption data, determines electricity consumption data and base-line data during electricity consumption baseline, contrast demand response, evaluation requirement response effect.
2. the system as claimed in claim 1, it is characterised in that:The tenant, including electric energy supplier and energy services business;
The power consumer, including industrial enterprise, commercial undertaking and resident;
The power consumer can be connected with each other with other one or more power consumers, for counting between tenant and tenant, And the sale of electricity between tenant and power consumer/electricity consumption relation;
The tenant can be connected with each other with other one or more tenants, and itself is used as binding one or more tenants Electric energy supplier;The tenant can also be connected by demand response system with one or more power consumers simultaneously, for tying up Fixed one or more tenants obtain the information and electricity consumption data of the power consumer as the power consumer of itself.
3. the system as claimed in claim 1, it is characterised in that:The user's registration login management module, including receiving unit, Setting unit, domestic consumer's administrative unit, examination & approval service management unit and administrator's administrative unit;Wherein,
The receiving unit, registration, logging request for judging tenant or power consumer;
The setting unit, for being used for tenant or power consumer addition role's label, including examination & approval user mark, keeper Family is identified and the common user identifiers in addition to examination & approval user and keeper;
Domestic consumer's administrative unit, for for for carry common user identifiers user, its identity information is tested Card;
The examination & approval service management unit, for being examined to demand response scheme;
Administrator's administrative unit, for performing user management and system configuration operation;
The electricity consumption data collection acquisition module is connected with each other with intelligent electric meter, the electricity consumption data for obtaining power consumer;
Electricity consumption data collection acquisition module passes through internet and power consumer side energy management system or grid company Connected with energy service platform, in the way of automatic regular polling, gather power consumer history electricity consumption data, be synchronized to shared data bank In;
Wherein, the shared data bank is arranged in demand response system, for depositing power consumer information, access rights, need Ask response business and user power utilization information;
The shared data bank includes some sub- memory cell, the electricity consumption data for individually preserving each power consumer, Yi Jiyu The interaction data generated between system and tenant;
The demand response Potentials module, including single tenant's analytic unit and multi-tenant analytic unit;
Single tenant's analytic unit, for obtaining multiple power consumer electricity consumption datas under single tenant, is calculated using association analysis Method obtains load classification characteristic and particular power user's history part throttle characteristics, performs power consumer power consumer similar with its Load comparisons analysis;
The multi-tenant analytic unit, is used for more power consumers according to multi-tenant analysis mode comprehensively multiple tenants Electric data, load classification characteristic and the particular power user's history part throttle characteristics of specific tenant are obtained using association analysis algorithm, Perform load comparisons' analysis of its power consumer similar with its of the power consumer;
The demand response scheme, including selection participate in the power consumer list of demand response, and each electricity recorded in list Demand response information, target requirement respond style, target load adjustment amount, pricing information and excitation information that power user sends;
The demand response business execution module, including automatic demand response unit and non-automatic demand response unit;
The automatic demand response unit, obtains demand response signal for being provided from the dynamic tenant for participating in demand response, judges to ring Answer type;
The non-automatic demand response unit, determines whether to participate in this demand response for power consumer;If so, then feedback is joined With electrical equipment and load information, load start and stop or regulation operation are manually performed under doubling;
The demand response recruitment evaluation module, including single tenant's assessment unit and multi-tenant assessment unit;
Single tenant's assessment unit, for multiple power consumer demands for all participation demand responses under single tenant Respond recruitment evaluation result and carry out comprehensive statistics comparison analysis, obtain single tenant's demand response recruitment evaluation;
The multi-tenant assessment unit, for multiple power consumer demands for all participation demand responses under multiple tenants Respond recruitment evaluation result and carry out comprehensive analysis, obtain global demand response recruitment evaluation result.
4. a kind of demand response method based on multi-tenant technology, it is characterised in that the described method comprises the following steps:
1) tenant and power consumer are determined, the user's registration and register of demand response system is completed;
2) power consumer electricity consumption data is gathered by data acquisition device;
3) electricity consumption data based on single or multiple tenants carries out demand response potentiality and following electricity demand forecasting;
4) tenant receives demand response request, formulates demand response scheme, issues demand response signal;
5) the demand response mode of power consumer is judged;
6) demand response recruitment evaluation is performed.
5. method as claimed in claim 4, it is characterised in that:The determination tenant and power consumer include, and electric energy is supplied Business, energy services Shang Deng demand responses exploiting entity are defined as tenant, and electricity consumption mechanism, resident are defined as into power consumer so that Between tenant and user, electricity supply and demand relation is formed between tenant and tenant;
The user's registration and register of the demand response system include:When the registration request for receiving tenant or power consumer When, identity information is obtained, is addition role's label of different brackets tenant or power consumer, access rights are set;
After tenant succeeds in registration, itself electric energy supplier and power consumer are inputted;
After power consumer succeeds in registration, selection system tenant is used as itself electric energy supplier;
When receiving the logging request of tenant or power consumer, user gradation and authority are determined according to role's label, and to its body Part information is verified;If consistent with log-on message, login successfully;Wherein,
Role's label includes:Common user identifiers, examination & approval user mark and keeper's mark.
6. method as claimed in claim 4, it is characterised in that:It is described that power consumer electricity consumption number is gathered by data acquisition device It polymerize the electricity consumption data of power circuit according to specially power consumer power load equipment or multiple equipment;It includes voltage, load And power factor;According to the frequency acquisition of setting in the way of automatic regular polling, automatic data collection power consumer history electricity consumption data;Together Step is into shared data bank, including storage power consumer information, access rights, demand response business and user power utilization information.
7. method as claimed in claim 4, it is characterised in that:The electricity consumption number based on multiple power consumers under single tenant According to using association analysis algorithm acquisition load classification characteristic and particular power user's history part throttle characteristics;Used for single electric power Family, is analyzed according to its similar power consumer load comparisons, predicts the power consumer demand response potentiality and following power consumption prediction;
For multiple tenants, load classification characteristic and the particular power user's history of specific tenant are obtained using association analysis algorithm Part throttle characteristics, is analyzed by the load comparisons of power consumer power consumer similar with its, predicts the power consumer demand response Potentiality, and following power consumption;Wherein,
The association analysis algorithm, including regression analysis and similarity analysis method;
The prediction of the demand response Potentials and following power consumption is directly proportional to data scale, the analysis based on multi-tenant with Predict the outcome better than the data analysis based on single tenant and predict the outcome.
8. method as claimed in claim 4, it is characterised in that:The step 4) specifically include:Tenant obtains the confession of itself electric energy The demand response request signal that business sends is answered, with reference to self-demand resource response and demand response Potentials result, formulating needs Seek response scheme;The program includes power consumer list, expected load adjustment amount and the price for participating in demand response or excitation letter Breath, and the demand response signal that tenant sends to power consumer.
9. method as claimed in claim 4, it is characterised in that:The step 5) in, the demand response point of the power consumer Participated in and non-automatic participation two ways to be automatic;
It is if automatic demand response user, then automatic to participate in demand response;If non-automatic demand response user, by power consumer Determine whether to participate in this demand response, if so, then feedback participates in electrical equipment and information on load, manually performed under doubling Load start and stop or regulation operation.
10. method as claimed in claim 4, it is characterised in that:The step 6) in, the specific rent for participating in demand response Power consumer under family, obtains its history electricity consumption data, the power consumption average of the n before occurring with demand response effective electricity consumptions day As electricity consumption baseline, electricity consumption data and base-line data during demand response, evaluation requirement response effect are contrasted;Wherein,
It is analyzed, is rented to multiple for multiple power consumer demand response effects that demand response is participated under single tenant Multiple power consumer demand response recruitment evaluation results that demand response is participated under family are analyzed, and obtain global demand and ring Answer recruitment evaluation result.
CN201710003920.2A 2017-01-04 2017-01-04 A kind of demand response system and method based on multi-tenant technology Pending CN106952010A (en)

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CN111047141A (en) * 2019-11-14 2020-04-21 中国电力科学研究院有限公司 Cloud data platform, handheld client and method for demand response resource census
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CN110163578A (en) * 2019-05-31 2019-08-23 国网上海市电力公司 A kind of batch carries out the virtual plant system of peak load shifting business
CN111047141A (en) * 2019-11-14 2020-04-21 中国电力科学研究院有限公司 Cloud data platform, handheld client and method for demand response resource census
CN111047141B (en) * 2019-11-14 2024-04-16 中国电力科学研究院有限公司 Cloud data platform, handheld client and method for demand response resource census
CN111045802A (en) * 2019-11-22 2020-04-21 中国联合网络通信集团有限公司 Redis cluster component scheduling system and method and platform device
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CN111582655A (en) * 2020-04-14 2020-08-25 广东卓维网络有限公司 Power utilization system based on multi-user schedulable potential analysis
CN111582911A (en) * 2020-04-14 2020-08-25 广东卓维网络有限公司 Multi-user and power grid friendly interactive power utilization system
CN111582911B (en) * 2020-04-14 2023-06-30 广东卓维网络有限公司 Friendly interactive power utilization system for multiple users and power grid
CN113033953B (en) * 2021-02-07 2023-08-25 国网浙江省电力有限公司金华供电公司 User side demand response decision suggestion method based on big data
CN113033953A (en) * 2021-02-07 2021-06-25 国网浙江省电力有限公司金华供电公司 Big data-based user side demand response decision suggestion method
CN114066076A (en) * 2021-11-22 2022-02-18 北京白龙马云行科技有限公司 Network taxi appointment prediction method and device based on multiple tenants
CN114069644B (en) * 2021-12-06 2023-08-15 国网山东省电力公司汶上县供电公司 Power demand response method, system, medium and equipment based on data matching algorithm
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