CN105259847A - Energy management control method and system based on energy consumption historical data analysis - Google Patents
Energy management control method and system based on energy consumption historical data analysis Download PDFInfo
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- G05B19/00—Programme-control systems
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Abstract
The invention provides an energy management control method and system based on energy consumption historical data analysis. The method comprises steps of: A, acquiring current energy consumption information and historical energy consumption data of a specific monitoring point; B, generating a corresponding energy use plan according to the historical energy consumption data of the monitoring point; giving an early warning signal when the current energy consumption information of the monitoring point satisfies an early warning condition, wherein the early warning condition is that an computed energy use curve cannot complete the energy use plan according to the current energy consumption information; and D, sending an alarm signal when the current energy consumption information of the monitoring point reaches a limit value of the energy use plan. The method may effectively analyze energy consumption by acquiring the historical energy consumption data and the current energy consumption information, sets the corresponding energy use plan, and timely adjusts the energy consumption case of equipment by sending the early warning signal.
Description
Technical field
The present invention relates to energy control system technical field, particularly relate to a kind of energy management control method based on energy consumption historical data analysis and system thereof.
Background technology
In the control and management system of the existing energy and energy consumption equipment, general can be divided into two following types.
The first is the energy monitoring platform based on internet thinking, the bottom of its system is only made up of measuring instrument (such as ammeter, water meter, gas meter etc.), can not compatible (order wire and agreement incompatible) with control system, can only cabling be provided separately during construction.It carries out measurement and metrology by above-mentioned instrument, thus realizes the monitoring function to equipment energy consumption.But this platform does not possess PLC, cannot realize the control to equipment, scheduling and management, the situation of also only simple reflection raw data or work be contrast or statistics simply, does not possess analytic function, is not easy to the use of user.
The second is the control system based on Industry Control thinking, and the bottom of its system is made up of concrete equipment (such as switch, motor, frequency converter) and PLC, can realize the control to equipment easily.But owing to adopting industrial controlling software, there is no database, can not carry out analyzing or arrange the functions such as energy management plan, use also exists certain defect equally.
Therefore, prior art need development.
Summary of the invention
In view of above-mentioned the deficiencies in the prior art part, the object of the present invention is to provide a kind of energy management control method based on energy consumption historical data analysis and system thereof, be intended to solve in prior art that energy management system cannot to data analysis, without early warning information, be unfavorable for the problem effectively realizing energy consumption control.
In order to achieve the above object, this invention takes following technical scheme:
Based on the energy management control method based on energy consumption historical data analysis of energy monitoring platform, wherein, described method comprises:
A, the current consumption information obtaining specific monitoring point and history energy consumption data;
B, history energy consumption data according to described monitoring point, generate corresponding energy application plan;
C, when the current consumption information of monitoring point reaches early-warning conditions, send early warning signal; Described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan;
D, when the current consumption information of monitoring point reaches the limit value of energy application plan, send alerting signal.
The described energy management control method based on energy consumption historical data analysis, wherein, described method also comprises:
A1, according to described history energy consumption data, the energy consumption between research and application point year and year on year-on-year basis; And described energy consumption is shown to user with specific output.
The described energy management control method based on energy consumption historical data analysis, wherein, described steps A 1 specifically comprises: according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.
The described energy management control method based on energy consumption historical data analysis, wherein, described method also comprises:
D, more current consumption information and history energy consumption data, generate energy consumption control strategy and export and show to user.
Based on the energy management control system based on energy consumption historical data analysis of energy monitoring platform, wherein, the described energy management control system based on energy consumption historical data analysis comprises:
Acquisition module, for obtaining current consumption information and the history energy consumption data of specific monitoring point;
Energy planning generation module, for the history energy consumption data according to described monitoring point, generates corresponding energy application plan;
Warning module, for when the current consumption information of monitoring point reaches early-warning conditions, sends early warning signal; Described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan;
Alarm module, for when the current consumption information of monitoring point reaches the limit value of energy application plan, sends alerting signal.
The described energy management control system based on energy consumption historical data analysis, wherein, described system also comprises energy consumption module on year-on-year basis, and for according to described history energy consumption data, the energy consumption between research and application point year and year is on year-on-year basis;
And output module, for described energy consumption is shown to user with specific output.
The described energy management control system based on energy consumption historical data analysis, wherein, described energy consumption on year-on-year basis module also for, according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.
The described energy management control system based on energy consumption historical data analysis, wherein, described system also comprises energy consumption policy generation module, for more current consumption information and history energy consumption data, generates energy consumption control strategy; Described output module, also for exporting described energy consumption control strategy and showing to user.
Beneficial effect: a kind of energy management control method based on energy consumption historical data analysis provided by the invention and system thereof, by obtaining history energy consumption data and current consumption information, effectively can analyze energy consumption, corresponding energy consumption plan is set and adjusts the energy consumption of equipment timely by sending early warning signal, achieve visual, information-based, intelligent, the standardization of energy management, standardize, become more meticulous, have a good application prospect.
Accompanying drawing explanation
Fig. 1 is the schematic diagram of the energy control platform of the specific embodiment of the invention.
Fig. 2 is the method flow diagram of the energy management control method based on energy consumption historical data analysis of the specific embodiment of the invention.
Fig. 3 is the structured flowchart of a kind of energy management control system based on energy consumption historical data analysis of the specific embodiment of the invention.
Fig. 4 is the schematic diagram of the specific embodiment of the function mode of energy control platform of the present invention.
Embodiment
The invention provides a kind of energy management control method based on energy consumption historical data analysis and system thereof.For making object of the present invention, technical scheme and effect clearly, clearly, developing simultaneously referring to accompanying drawing, the present invention is described in more detail for embodiment.Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.
As shown in Figure 1, in the specific embodiment of the invention, for performing the described energy control platform based on the energy management control system of energy consumption historical data analysis.Described energy control platform can comprise: polytype multiple energy consumption equipment 100(such as shown in figure for throw light on, central air conditioner etc.), intelligent instrument 200 and control the switch board 300 of energy consumption equipment.
Described intelligent instrument 200 is corresponding with energy consumption equipment 100 to be arranged, for obtaining energy consumption measure information.Described intelligent instrument 200 comprises existing conventional measuring instrument, such as ammeter, water meter, gas meter etc.Its intelligent instrument type specifically used, by corresponding, needs the energy consumption equipment of carrying out measuring to determine.An energy consumption equipment can also be arranged multiple intelligent instrument to complete the metering (such as arranging ammeter and water meter in water resource system) of dissimilar energy resource consumption situation simultaneously.
According to the type of energy consumption equipment, described energy consumption equipment 100, intelligent instrument 200 and switch board 300 can use 584 fieldbus to be connected to form ground floor subsystem.Certainly, other suitable order wires also can be used to carry out connecting thus form the ground floor subsystem representing a certain type, such as illuminator, central air conditioner system etc. as shown in Figure 1.The criteria for classification of described type can determine according to the actual service condition of enterprise or factory.
After having built described ground floor subsystem, described ground floor subsystem can be connected to form described second layer subsystem by netting twine and CAN-BUS bus.Energy-saving control module 10, energy management module 20 and Surveillance center 30 is included in described second layer subsystem.Certainly, can also increase or delete some other functional module.
Wherein, described Surveillance center 30 is the module that platform and user carry out man-machine interaction, such as, for showing current energy consumption measure information to user, the concrete condition of each energy consumption equipment, the energy consumption of ground floor subsystem, performance of energy consumption plan etc.
Described energy-saving control module 10, for receiving user instruction, controls the running of described energy consumption equipment by switch board.It specifically can be arranged in scene or relevant factory, facilitates field personnel to control.
Described energy management module 20, for arranging energy consumption plan for user, manages the energy consumption of described ground floor subsystem.General, be arranged in office block, also can combine with Surveillance center 30, be operated by managerial personnel.
Described platform also comprises a real-time data base.Described real-time data base may be used for uploading and downlink data between buffer memory ground floor subsystem and second layer subsystem, thus the speed that lifting downlink command and continuous data are uploaded.Described real-time data base is also for storing energy consumption historical record; Described energy management module is specifically for carrying out phase-splitting quantitative statistics to the energy consumption of described ground floor subsystem and according to described energy consumption historical record, generating energy resource consumption rule and energy consumption analysis result.
Described energy management module has certain data analysis and integration function, can analyze, suggestion providing energy planning etc. with regard to the user instruction of the historical record of energy resource consumption and input.Described energy management module can be run in any suitable computing machine.Described second layer subsystem is also connected with other system (such as other industrial control systems, environmental monitoring system, intelligent mobile phone terminal etc.) by Ethernet (TCP/IP).
As shown in Figure 2, be the energy management control method based on energy consumption historical data analysis of the specific embodiment of the invention.Described method comprises the steps:
S1, the current consumption information obtaining specific monitoring point and history energy consumption data.In the present embodiment, a certain specific energy consumption equipment in described specific monitoring point that is above-mentioned platform and the intelligent instrument of correspondence thereof.Certainly, described monitoring point also can also be the integration between multiple energy consumption equipment, and such as illuminator also can be described specific monitoring point.Concrete foundation actual conditions determined.
S2, history energy consumption data according to described monitoring point, generate corresponding energy application plan.Described energy application plan specifically refers to the target energy consumption in section sometime, and it can comprise week plan, daily planning, monthly plan, yearly plan even timesharing plan.The generating mode of described energy application plan, mainly according to the history energy consumption data of monitoring point, by the energy consumption trend of algorithm generation forecast, and generated in conjunction with energy conservation object or actual service condition.Such as, after utilizing fitting algorithm to calculate the minimum regression equation of the energy consumption trend of monitoring point, be 10% to formulate corresponding energy application plan in conjunction with energy conservation object.
S3, when the current consumption information of monitoring point reaches early-warning conditions, send early warning signal.Wherein, described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan.Described energy consumption use curve can be the energy consumption trend of above-mentioned prediction.When system discovery is according to current consumption information, when monitoring point cannot realize current energy source application plan, it can send early warning information.Described early warning information can be sent in the mobile phone terminal be connected with above-mentioned second layer subsystem by the mode of note, or is sent to by the mode of mail on the personal computer terminal that is connected with above-mentioned second layer subsystem.
S4, when the current consumption information of monitoring point reaches the limit value of energy application plan, send alerting signal.With above-mentioned similar, described limit value is the target energy consumption in current slot.If reached the limitation value, show that energy application plan cannot complete, therefore needed to send more high-grade alerting signal, monitoring point is controlled or revises energy application plan.Described alerting signal equally also can adopt the mode of note or mail to send.Certainly, other any suitable way of outputs can also be adopted.
Such as, the air-conditioning daily planning energy consumption of meeting room is 100 degree, when actual power consumption reaches 80 degree, will send short messages and notify that related personnel reminds.Also the system that can arrange is given an order, and meeting room air-conditioner temperature is raised (namely originally can be set as 24 degree, when energy early warning, just can only be set to more than 26 degree)
And when power consumption reaches 100 degree, can give an order by initialization system, meeting room air-conditioner temperature is continued raise (such as more than 28 degree) or close the various ways such as meeting room air-conditioning to complete energy planning.
In a particular embodiment of the present invention, described method also comprises the steps: that, according to described history energy consumption data, the energy consumption between research and application point year and year on year-on-year basis; And described energy consumption is shown to user with specific output.
More specifically, above-mentioned steps also specifically comprises: according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.The same when chain rate data of above-mentioned energy consumption better can embody the energy consumption of monitoring point, after exporting to user, user can be made better to perform energy application plan or reasonably change described plan.
It is preferred that described method also comprises: more current consumption information and history energy consumption data, generate energy consumption control strategy and export and show to user.There is provided merely early warning or warning message possibly cannot meet the demand of user.As mentioned above, the prediction of energy consumption trend that can generate according to history energy consumption data and the difference of current consumption information provide the suggestion how realizing energy application plan further.Such as, when equipment breaks down, the energy consumption sometime in section rises rapidly, can send the suggestion (that is energy consumption control strategy) of closing or overhauling this equipment (that is monitoring point) by modes such as notes to user.
As shown in Figure 3, be a kind of energy management control system based on energy consumption historical data analysis of the specific embodiment of the invention.Wherein, the described energy management control system based on energy consumption historical data analysis comprises: acquisition module 100, for obtaining current consumption information and the history energy consumption data of specific monitoring point; Energy planning generation module 200, for the history energy consumption data according to described monitoring point, generates corresponding energy application plan; Warning module 300, for when the current consumption information of monitoring point reaches early-warning conditions, sends early warning signal.Wherein, described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan; Alarm module 400, for when the current consumption information of monitoring point reaches the limit value of energy application plan, sends alerting signal.
Concrete, as shown in Figure 1, described system also comprises energy consumption module 500 on year-on-year basis, and for according to described history energy consumption data, the energy consumption between research and application point year and year on year-on-year basis; And output module 600, for described energy consumption is shown to user with specific output.
More specifically, described energy consumption on year-on-year basis module 500 also for, according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.
It is preferred that described system also comprises energy consumption policy generation module 700, for more current consumption information and history energy consumption data, generate energy consumption control strategy.Described output module 600 is also for exporting described energy consumption control strategy and showing to user.
As shown in Figure 4, be the schematic diagram of the specific embodiment of the function mode of above-mentioned energy control platform.Energy management control method based on energy consumption historical data analysis of the present invention is incorporated in this function mode.In actual use, the described energy management control method based on energy consumption historical data analysis can be added or some optional step of economization (that is mentioned by this function mode) or be incorporated in some other program.
First for running detecting portion (A10).It is mainly for detection of overall operation situation.Specifically comprise following several part:
Running status (A100), user can check the real time data that the intelligent instrument collection of each monitoring point (i.e. energy consumption equipment) obtains intuitively after clicking.
Data are reported to the police (A200), according to actual service condition, can preset suitable data alarm threshold value.When a threshold is reached, corresponding monitoring point is by automatic alarm, and prompting exceeds threshold value.
Original value analyzes (A300), provides simple and analyzes and comparing.Also the raw data gathered by monitoring point over time situation displays situation of change, the situation of change of data in 10 minutes of data (in such as 1 minute) by the form of chart.
Optionally, map display function (A400) can also be set.When an enterprise to have a lot of subsidiary factory in various places or a large organization mechanism has a lot of solitary building, this function will demarcate each subsidiary factory or buildings on map, the power consumption state of each subsidiary factory of displaying independently or buildings.
Secondly be energy auditing part (B10), it is mainly used in further analyzing energy consumption, provides the more implicit information in data behind etc.It specifically comprises following several part:
Energy subanalysis (B100): carry out subitem energy consumption statistic with government directed principle.For with electric consumption: be divided into air conditioning electricity, points light electricity consumption, power electricity consumption, the energy consumption accounting of each several parts such as other electricity consumption consumes, and is shown by various ways such as pie chart, broken line graph, histograms.User can find out the number percent of each several part energy consumption intuitively after clicking, and electricity consumption quantity.
Energy consumption trend analysis (B200): the consumption trend of being shown the energy by histogram etc., such as illuminator use electric consumption trend.
Comparison of Energy Consumption (B300): the contrast (such as electric consumption on lighting and power electricity consumption) of energy service condition between different subitem.
Chain rate analysis on year-on-year basis (B400): between display year and year on year-on-year basis, the chain rate between the moon and the moon or chain rate between day and day.Can also further to check among one day hour and hour between chain rate.
Period comparative analysis (B500): can select the energy consumption comparison between arbitrary period, analyzes peak valley and puts down energy resource consumption situation in each time period or energy expenditure Expenditure Levels.
Be energy planning (C10) again, it is mainly used in providing following energy application plan and providing early warning timely.It specifically comprises:
Time energy planning (comprising daily planning, monthly plan and yearly plan) C100.According to every energy consumption index, the energy consumption data of monitoring point, historical records etc. arrange energy planning, plan day energy consumption quantity, the moon energy consumption quantity, year energy consumption quantity.When actual consumption is close to setting value, system can pass through note, the mode early warning such as mail.And system also can be reported to the police by modes such as note mails when reaching setting value.
Certainly, for effectively hitting the target, system also can take control measure when energy consumption reaches early warning.
Warning complete list (C200): after above-mentioned time energy planning has set, can inquire about close to early warning or exceed the state after warning, also can select the state status of checking each monitoring point.
Warning message inquiry (C300): the alarm parameters providing each alert detecting point, warning time of origin, whether concrete numerical value, pass through the warning message query function confirmed.
Finally, for running form (D10).It is for reflecting above-mentioned all types of data and displaying with the form of list or form, and it specifically can comprise the energy consumption that each monitoring point of energy consumption consumption indicators detail list D100(consumes), energy consumption statistic form D200(reflects plan energy consumption and the difference of actual consumption), equipment energy consumption form D300(reflects the energy consumption situation over time of monitoring point) and equipment complex energy consumption comprise (the average energy consumption level reflecting monitoring point).Above-mentioned operation form all can be printed by the printer of system or make and form form derivation, checks and carry out data analysis for user.
Be understandable that, for those of ordinary skills, can be equal to according to technical scheme of the present invention and the present invention's design and replace or change, and all these change or replace the protection domain that all should belong to the claim appended by the present invention.
Claims (8)
1. based on an energy management control method for energy consumption historical data analysis, it is characterized in that, described method comprises:
A, the current consumption information obtaining specific monitoring point and history energy consumption data;
B, history energy consumption data according to described monitoring point, generate corresponding energy application plan;
C, when the current consumption information of monitoring point reaches early-warning conditions, send early warning signal; Described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan;
D, when the current consumption information of monitoring point reaches the limit value of energy application plan, send alerting signal.
2. the energy management control method based on energy consumption historical data analysis according to claim 1, it is characterized in that, described method also comprises:
A1, according to described history energy consumption data, the energy consumption between research and application point year and year on year-on-year basis; And described energy consumption is shown to user with specific output.
3. the energy management control method based on energy consumption historical data analysis according to claim 2, it is characterized in that, described steps A 1 specifically comprises: according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.
4. the energy management control system based on energy consumption historical data analysis according to claim 1, is characterized in that, described method also comprises:
D, more current consumption information and history energy consumption data, generate energy consumption control strategy and export and show to user.
5. based on the energy management control system based on energy consumption historical data analysis of energy monitoring platform, it is characterized in that, the described energy management control system based on energy consumption historical data analysis comprises:
Acquisition module, for obtaining current consumption information and the history energy consumption data of specific monitoring point;
Energy planning generation module, for the history energy consumption data according to described monitoring point, generates corresponding energy application plan;
Warning module, for when the current consumption information of monitoring point reaches early-warning conditions, sends early warning signal; Described early-warning conditions is specially: according to current consumption information, calculates the energy consumption use curve obtained and cannot complete described energy application plan;
Alarm module, for when the current consumption information of monitoring point reaches the limit value of energy application plan, sends alerting signal.
6. the energy management control system based on energy consumption historical data analysis according to claim 5, is characterized in that, described system also comprises energy consumption module on year-on-year basis, and for according to described history energy consumption data, the energy consumption between research and application point year and year on year-on-year basis;
And output module, for described energy consumption is shown to user with specific output.
7. the energy management control system based on energy consumption historical data analysis according to claim 6, it is characterized in that, described energy consumption on year-on-year basis module also for, according to described history energy consumption data, the chain rate between the research and application point moon and the moon, the chain rate between day and day and among one day hour and hour between chain rate.
8. the energy management control system based on energy consumption historical data analysis according to claim 5, is characterized in that, described system also comprises energy consumption policy generation module, for more current consumption information and history energy consumption data, generates energy consumption control strategy; Described output module, also for exporting described energy consumption control strategy and showing to user.
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