CN105091076B - Energy-saving effect computational methods and device - Google Patents
Energy-saving effect computational methods and device Download PDFInfo
- Publication number
- CN105091076B CN105091076B CN201510260125.2A CN201510260125A CN105091076B CN 105091076 B CN105091076 B CN 105091076B CN 201510260125 A CN201510260125 A CN 201510260125A CN 105091076 B CN105091076 B CN 105091076B
- Authority
- CN
- China
- Prior art keywords
- energy
- interval
- section
- effect
- value
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24D—DOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
- F24D19/00—Details
- F24D19/10—Arrangement or mounting of control or safety devices
- F24D19/1006—Arrangement or mounting of control or safety devices for water heating systems
- F24D19/1009—Arrangement or mounting of control or safety devices for water heating systems for central heating
- F24D19/1039—Arrangement or mounting of control or safety devices for water heating systems for central heating the system uses a heat pump
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24D—DOMESTIC- OR SPACE-HEATING SYSTEMS, e.g. CENTRAL HEATING SYSTEMS; DOMESTIC HOT-WATER SUPPLY SYSTEMS; ELEMENTS OR COMPONENTS THEREFOR
- F24D19/00—Details
- F24D19/10—Arrangement or mounting of control or safety devices
- F24D19/1006—Arrangement or mounting of control or safety devices for water heating systems
- F24D19/1009—Arrangement or mounting of control or safety devices for water heating systems for central heating
- F24D19/1048—Counting of energy consumption
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D23/00—Control of temperature
- G05D23/19—Control of temperature characterised by the use of electric means
- G05D23/1919—Control of temperature characterised by the use of electric means characterised by the type of controller
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F25—REFRIGERATION OR COOLING; COMBINED HEATING AND REFRIGERATION SYSTEMS; HEAT PUMP SYSTEMS; MANUFACTURE OR STORAGE OF ICE; LIQUEFACTION SOLIDIFICATION OF GASES
- F25D—REFRIGERATORS; COLD ROOMS; ICE-BOXES; COOLING OR FREEZING APPARATUS NOT OTHERWISE PROVIDED FOR
- F25D17/00—Arrangements for circulating cooling fluids; Arrangements for circulating gas, e.g. air, within refrigerated spaces
- F25D17/02—Arrangements for circulating cooling fluids; Arrangements for circulating gas, e.g. air, within refrigerated spaces for circulating liquids, e.g. brine
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02B—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO BUILDINGS, e.g. HOUSING, HOUSE APPLIANCES OR RELATED END-USER APPLICATIONS
- Y02B30/00—Energy efficient heating, ventilation or air conditioning [HVAC]
- Y02B30/70—Efficient control or regulation technologies, e.g. for control of refrigerant flow, motor or heating
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Thermal Sciences (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Business, Economics & Management (AREA)
- Air Conditioning Control Device (AREA)
- Health & Medical Sciences (AREA)
- Economics (AREA)
- Human Resources & Organizations (AREA)
- Water Supply & Treatment (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- Tourism & Hospitality (AREA)
- General Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
Abstract
Amendment or the approximation of energy-saving effect is not required in the energy-saving effect computational methods and device of the present invention, and the influence of external condition is few, can calculate more accurately energy-saving effect.The segmentation effect computing interval is multiple sections set as unit by Energy Saving Control switching part (15A), switch the invalidating of Energy Saving Control, the external condition variate-value that interval censored data record portion (15B) will measure in the section, the invalidating of Energy Saving Control in the section, and the energy input of the equipment measured in the section is recorded in as the interval censored data (14B) in each section in storage part (14), the group of valid interval and invalid interval of the difference of energy-saving effect calculating part (15E) mutual external condition variate-value of selection from interval censored data (14B) in the range of determinating reference value, the difference of energy input based on these respective valid intervals of group and invalid interval, calculate the energy-saving effect in the effect computing interval.
Description
Technical field
It is carried out the present invention relates to energy-conserving control technology more particularly to for equipment such as air conditioner, heat sources with energy input, energy
In the case of Energy Saving Control for the purpose of the reduction of amount cost, for calculating the energy-saving effect computing technique of the energy-saving effect.
Background technology
It is taken for energy saving for the purpose of the reduction of energy input, cost of energy for equipment such as air conditioner, heat sources
Countermeasure in, there are following methods:The operating parameters of equipment are changed successively, not being carried out at the same time will be for example outmoded and low
The refrigerator of efficiency is changed to equipment changing as state-of-the art product etc., thus reaches energy saving.It in the present invention, will be this
It is known as energy-conserving control technology by changing the operating parameters of equipment to reach energy saving technology.
In the past, as this energy-conserving control technology, such as propose have by coolant-temperature gage being sent to carry out VWT controls heat resource equipment
It makes and changes (mitigation), thus reach energy saving technology (for example, referring to patent document 1 etc.).Also, by changing (mitigation)
The design temperature of air conditioner is also suggested (for example, referring to patent document 2 etc.) to reach energy saving technology.
Prior art literature
Patent document
1 Japanese Unexamined Patent Publication 2010-236786 publications of patent document
2 Japanese Unexamined Patent Publication 2013-029273 publications of patent document
3 Japanese Unexamined Patent Publication 11-328152 publications of patent document
No. 3783929 publication of 4 patent of patent document
The content of the invention
The subject that the invention solves
In the case where calculating the energy-saving effect based on this energy-conserving control technology, as general method, consideration has ratio
Compared with import the Energy Saving Control before and after energy input method.
However, since actual energy input is not only driven by the enabledisable of Energy Saving Control, also by external air temperature,
Water temperature, building utilization of capacity etc. are largely effected on around the external condition of equipment, therefore even if when merely more effective and invalid
When energy input, can not also calculate the effect of the Energy Saving Control.
For example, it is assumed that last month does not import certain Energy Saving Control, imported since this month.But in the sheet compared with last month
In the case of month being heat, it although there is the effect of Energy Saving Control, can not reach energy saving, can may also increase energy on the contrary
Consumption.
Therefore, in patent document 3, using actual achievement data of Energy Saving Control when invalid and it is effective when actual achievement data solve
Approximate expression calculates to simulation the effect under identical external condition.In patent document 4, before being imported for Energy Saving Control
External condition (extraneous air information), using the approximate expression calculated according to the external condition after importing and amount of power,
Compared with the amount of power actual achievement before importing, the energy-saving effect under identical external condition so as to simulate is calculated.
It is determined mostly by the operator of air-conditioning equipment in fact, the application of a other Energy Saving Control whether there is (invalidating)
It is fixed.In this case it is assumed that for operator, reach energy saving motivation although having, do not possess Energy Saving Control detailed in itself
Thin knowledge, on effect calculating process detailed knowledge.
Here, in the case where calculated as the prior art based on amendment, approximate simulation effect, it is mixed into
It, will be while considering to miss per secondary control based on amendment, approximate error, therefore for not possessing for the operator of detailed knowledge
The influence of difference, while determining, judging the presence or absence of effect size, this becomes the larger burden in practice.Also, structure does not introduce as far as possible
High-precision innovation representation as error or approximate expression need huge labour in itself, and for complicated object
For be unpractical.
On the other hand, if it is possible to without amendment or approximate, based on actual achievement value relatively, it is beneficial to reduce the heavy burdens,
But since actual achievement value is driven by external condition, this is also unpractical.
The present invention, it is intended that providing a kind of energy-saving effect computing technique, need not save for solving this problem
The amendment of energy effect or approximation, the influence of external condition is minimum, can more accurately calculate energy-saving effect.
Means for solving the problems
In order to reach such purpose, energy-saving effect computational methods according to the present invention are in energy-saving effect calculator
The energy-saving effect computational methods used, the energy-saving effect calculator is in the preassigned effect computing interval, based on will be right
The energy input that the equipment consumes respectively when the Energy Saving Control of equipment is set to invalidating calculates the energy saving of the Energy Saving Control
Effect, the energy-saving effect computational methods have:Energy Saving Control switch step, Energy Saving Control switching part will be at least described energy saving
It is multiple sections set as unit that time span that effect can show, which splits the effect computing interval, described in switching
The invalidating of Energy Saving Control in equipment;Interval censored data recording step, interval censored data record portion for each section,
It shows to influence by the section what is measured described in the external condition variate-value of the external condition of the energy-saving effect, the section
The invalidating of Energy Saving Control and the energy input of the equipment measured in the section are as showing to be implemented on the section
The interval censored data of control content is recorded in storage part;And energy-saving effect calculation procedure, energy-saving effect calculating part is from the area
Between valid interval of the difference of mutual external condition variate-value in the range of determinating reference value and invalid is selected in data respectively
The group in section, the difference of the energy input based on these respective valid intervals of group and invalid interval, calculates the effect and calculates
Energy-saving effect in period.
Also, a configuration example of above-mentioned energy-saving effect computational methods according to the present invention also has:External condition is predicted
Step when external condition prediction section section new within the effect computing interval starts, is predicted in the new section in advance
The external condition variate-value;And invalidating determination step, invalidating determination unit confirm from the interval censored data
The Energy Saving Control is set to the presence of the invalid interval (or valid interval) of invalid (either effectively), also, the dead space
Between (or valid interval) external variate-value with passing through the external condition variate-value for predicting the obtained new section
Difference in the range of the determinating reference value, whether there is according to the invalid interval (or valid interval), to described energy saving
Control switching part indicates the invalidating of the Energy Saving Control in the new section.
Also, a configuration example of involved above-mentioned energy-saving effect computational methods according to the present invention, in the energy-saving effect
In calculation procedure, belong to what is specified by the external condition variate-value of the accumulative valid interval with each group and invalid interval
The related difference of the group of scope, calculates the energy-saving effect being layered in the effect computing interval.
Also, a configuration example of involved above-mentioned energy-saving effect computational methods according to the present invention, the determinating reference value
It is made of the respective allowed band set respectively to each external condition variate-value.
Also, a configuration example of above-mentioned energy-saving effect computational methods according to the present invention also has set-up procedure, in institute
It states in interval censored data, the poor valid interval and invalid interval in the range of determinating reference value of mutual external condition variate-value
Group ratio or quantity below threshold value in the case of, adjustment section expands the scope of the determinating reference value.
Also, a configuration example of above-mentioned energy-saving effect computational methods according to the present invention also has set-up procedure, in institute
It states in interval censored data, the poor valid interval and invalid interval in the range of determinating reference value of mutual external condition variate-value
Group ratio or quantity below threshold value in the case of, adjustment section shortens the time span in the section.
Also, energy-saving effect calculator according to the present invention is in the preassigned effect computing interval, based on will be right
The energy input that the equipment consumes respectively when the Energy Saving Control of equipment is set to invalidating calculates the energy saving of the Energy Saving Control
The energy-saving effect calculator of effect, the energy-saving effect calculator have:Energy Saving Control switching part, Energy Saving Control switching part
The time span that can be shown using at least described energy-saving effect is split into the effect computing interval as multiple sections set
As unit, switch the invalidating of the Energy Saving Control in the equipment;Interval censored data record portion, interval censored data record portion pair
In each section, show to influence the external condition variable of the external condition of the energy-saving effect by the section what is measured
Value, the invalidating of the Energy Saving Control in the section and the energy input of the equipment measured in the section are used as and show
The interval censored data for going out to be implemented on the control content in the section is recorded in storage part;And energy-saving effect calculating part, energy-saving effect
Calculating part selects the difference of mutual external condition variate-value in the range of determinating reference value respectively from the interval censored data
The group of valid interval and invalid interval, the difference of the energy input based on these respective valid intervals of group and invalid interval, calculates
Go out the energy-saving effect in the effect computing interval.
Invention effect
According to the present invention, for each section in effect computing interval, the invalidating of Energy Saving Control is switched, based on this
Mutual external condition can be counted as the respective energy input difference of group of identical valid interval and invalid interval in a little sections,
Calculate the energy-saving effect in the effect computing interval.
It therefore, there is no need to amendment or the approximation of energy-saving effect, the influence of external condition is few, can calculate more accurately
Energy-saving effect.
Description of the drawings
Fig. 1 is the block diagram for the structure for showing the energy-saving effect calculator involved by this implementation form.
Fig. 2 is the setting example of determinating reference value.
Fig. 3 is the configuration example of interval censored data.
Fig. 4 is the configuration example for comparing data.
Fig. 5 is the flow chart of determination processing whether showing energy saving need.
Fig. 6 is to show the flow chart for comparing data recording and processing.
Fig. 7 is the action example of the energy-saving effect calculator involved by this implementation form.
Fig. 8 is that energy-saving effect shows picture example (accumulation).
Fig. 9 is that energy-saving effect shows picture example (level).
Specific embodiment
[inventive principle]
In the case where calculating the effect of Energy Saving Control of the equipment for becoming object, in order to calculate the effect, examine
Effect computing interval of the setting such as 1 year to a certain degree is considered, by the energy input of 1 year for implementing Energy Saving Control and no reality
Apply the method that the energy input of the whole of last year of Energy Saving Control is compared.However, since annual temperature on average is different, and exist
Warm winter or heat etc., it is possible to be easily envisioned, it is difficult to which regarding these effect computing intervals as both sides in 1 year is all
Identical external condition.Also, even if the effect computing interval is being set as one month, the energy of this month of Energy Saving Control will be implemented
In the case that the energy input of consumption and the last month without implementing Energy Saving Control are compared, due to there are the transition in season,
It is difficult to all regarding both sides into identical external condition as.
On the other hand, it is also considered that using amendment, approximation, simulation calculates the side of the energy-saving effect under identical external condition
Method.However, structure do not introduce error as far as possible as high-precision innovation representation or approximate expression need in itself it is huge
Labour, and be unpractical for complicated object.Also, it is considered that for example using the actual achievement data creating in cold summer
Innovation representation or approximate expression, in the case of the energy-saving effect for simulating the summer for calculating heat, based on correct, it is approximate
Error will become larger.
Thus, it can be known that for the computational methods of these energy-saving effects, the external condition in the effect computing interval compared is not
Together, this just becomes the reason for generating error when energy-saving effect calculates.
Even if here, in the presence of the time location difference in effect computing interval, external item during Energy Saving Control is carried out to equipment
Part also roughly equal situation.For example, with before 30 minutes on the same day and now or the phase in same week at least saves in the same time etc.
The time span that energy effect can show, will by piecemeal be divided into multiple short sections, selects these areas in the effect computing interval
Between in some section, there are many situation for being regarded as identical external condition.
Present invention contemplates that such the reason for calculating the error generated during energy-saving effect, is that the effect compared calculates
During external condition difference and existing select the segmentation effect computing interval it is interior for multiple sections set just
Regard the situation of identical external condition as.According to this, to the external condition in next section successively pre- measurement equipment, based on the prediction knot
Whether fruit judges to need for the application of the Energy Saving Control in next section, external condition is identical in these sections by comparing
Section in obtained energy input, calculate energy-saving effect.
Next, the implementation form of the present invention is illustrated referring to the drawings.
[energy-saving effect calculator]
First, with reference to Fig. 1, the energy-saving effect calculator 10 involved by this implementation form is illustrated.Fig. 1 is to show
The block diagram of the structure of energy-saving effect calculator involved by this implementation form.
Energy-saving effect calculator 10 is made of as a whole information processing units such as server unit or PCs,
With following functions:Within the preassigned effect computing interval, based on being set by the Energy Saving Control for becoming the equipment 30 of object
For invalidating when the energy input that consumes respectively of the equipment, calculate the energy-saving effect based on the Energy Saving Control.
Apparatus control system 20 has:The function of the operating of control device 30;According to from energy-saving effect calculator 10
Instruction, switch the invalidating i.e. function that whether there is of application for the Energy Saving Control of equipment 30;To the section to equipment 30 be shown
The external condition variate-value for the external condition that energy effect impacts notifies to apparatus control system 20 or detects that equipment 30 disappears
The energy input of consumption and the function of being notified to apparatus control system 20.
Equipment 30 is the equipment for the object that air-conditioning equipment set in high building or factory etc. becomes Energy Saving Control.It is in the following, right
In the equipment 30 being made of heat source system, such as the energy saving control recorded in aforementioned patent literature 1 is applicable in apparatus control system 20
It is illustrated in case of system (VWT controls).
In energy-saving effect calculator 10, as main function part, communication I/F portions 11, operation inputting part are provided with
12nd, picture display part 13, storage part 14 and arithmetic processing section 15.
I/F portions 11 communicate between its 20 grade external equipment of apparatus control system being connected with by communication line L
Into the function of row data communication.
Operation inputting part 12 is made of the operation inputs device such as keyboard, mouse, touch tablet, has the behaviour of detection operator
The function of making and exported to arithmetic processing section 15.
Picture display part 13 is made of picture display devices such as LCD, has the operation dish to being exported from arithmetic processing section 15
List, setting screen, energy-saving effect show that the various picture datas such as picture carry out the function that picture is shown.
Storage part 14 is made of storage devices such as hard disk, semiconductor memories, is had to the section in arithmetic processing section 15
The function that the various processing data or program 14P used in energy effect calculating processing are stored.
Program 14P is by being performed at arithmetic processing section 15 so as to fulfill for the various of energy-saving effect calculating processing
The program of processing unit is read and is stored beforehand and stored from the external device (ED) or storage medium for being connected to communication I/F portions 11
In portion 14.
As the main processing data being stored in storage part 14, have determinating reference value 14A, interval censored data 14B and
Compare data 14C.
Determinating reference value 14A is shown for judging the whether identical allowed band of external condition between different sections
Value before energy-saving effect calculating, such as is operated by the operator of operation inputting part 12 and is preset.Fig. 2 is to judge base
The setting example of quasi- value.Here, using cooling water temperature [DEG C] and load heat [kWh] as external condition variable, they are divided
Do not preset to be determined as the allowed band of identical external condition.
External condition refers to, the external condition of influence is given on being suitable for the energy-saving effect of Energy Saving Control of equipment 30.Example
Such as, in the case where equipment 30 is heat source system, if the cooling water temperature that heat resource equipment is utilized is low, heat source is efficient, if
Cooling water temperature is high, then heat source efficiency is low.Also, the difference of the size of the load heat supplied, heat source effect are needed according to equipment 30
Rate, energy input change.
In this way, in the case of external condition difference, even if using same Energy Saving Control, the energy input then needed
Also it is different.Therefore, even if comparing the energy input that is obtained under different external conditions, accurate energy saving effect can not also be calculated
Fruit.
The determinating reference value 14A of present invention setting as shown in Figure 2, mutually compares and is meeting determinating reference value 14A's
Thus the energy input obtained in section calculates accurate energy-saving effect.
Interval censored data 14B is the data for the control content implemented in each section to be recorded as resume.Fig. 3 is
The configuration example of interval censored data.Here, for each for identifying the section ID in section, the Start Date and time in the section are somebody's turn to do
The invalidating (application whether there is) of Energy Saving Control in section, the cooling as the external condition variate-value measured in the section
Coolant-temperature gage and load heat and the energy input of the equipment 30 measured in the section are by group suppression.
It is to judge base for recording the difference of external condition variate-value from each other from interval censored data to compare data 14C
The data of the group of valid interval and invalid interval in the range of quasi- value 14A.Fig. 4 is the configuration example for comparing data.Here, for
Each in these valid intervals and invalid interval, record have section ID, cooling water temperature, load heat and energy consumption
Amount.
Arithmetic processing section 15 has CPU and its peripheral circuit, has the program 14P by performing storage part 14, realizes section
The function of the various processing units used in the calculating of energy effect.
As the main processing unit realized by arithmetic processing section 15, Energy Saving Control switching part 15A, interval censored data are provided with
Record portion 15B, external condition prediction section 15C, invalidating determination unit 15D, energy-saving effect calculating part 15E and adjustment section
15F.Energy Saving Control switching part 15A has following functions:By communicating, I/F portions 11 are indicated to apparatus control system 20, by
This, is multiple sections set as single by the time span segmentation effect computing interval that can be shown using at least energy-saving effect
, the invalidating of the Energy Saving Control in switching equipment 30.
In the case of heat source system, although also relying upon equipment scale, change heat resource equipment send coolant-temperature gage to set
After fixed, if heat resource equipment follows sending after change coolant-temperature gage acts about 30 minutes, energy-saving effect is just present with, therefore at this
In implementation form, the time span in section is set to 30 minutes.Also, in order to calculate energy-saving effect, to switch for equipment 30
Energy Saving Control invalidating, the effect computing interval is set to 2 weeks.
Interval censored data record portion 15B has to be obtained for each section from communication I/F portions 11 and apparatus control system 20
Data below is as the interval censored data 14B shown in the control content of section implementation and is recorded in the function in storage part:
Cooling water temperature (section is average) and load heat that the section measures, as the external condition variate-value for showing external condition
The energy input of (section adds up), the invalidating of the Energy Saving Control in the section and the equipment measured in the section, such as
It is the energy input of heat resource equipment and circulating pump if air-conditioning equipment.
When external condition prediction section 15C starts with section new within the effect computing interval, the new area is predicted in advance
Between the function of middle cooling water temperature (section is average) as external condition variate-value and load heat (section adds up).
On the prediction of external condition variate-value, general prediction model is used.For example, based on past external
In the case that conditional-variable value is predicted, self regression model can be used, that is, predicts the coolant water temperature in 30 minutes from now on
The external condition variate-value of degree and load heat as next section.
In addition, on prediction model, self regression model can also be substituted, use its for also using that slave device 30 obtains
The physical model of his explanatory variable or using learning by rote such as neutral net, support vector regressions, can also will be meteorological pre-
The application plan of count off evidence or building is used for explanatory variable.Also, the distribution of prediction can also be represented with possibility model.
Invalidating determination unit 15D has following functions:Invalid interval (or effective district is confirmed from interval censored data 14B
Between) existing function, Energy Saving Control is regarded as invalid (or effectively) in the invalid interval (either valid interval), also,
The external variate-value of the invalid interval (or valid interval) and the external condition variate-value by predicting obtained new section
Difference in the range of determinating reference value 14A, which is counted as the section condition phase new with this
Together;And whether there is according to the invalid interval (or valid interval), by effective/nothing of the Energy Saving Control in the new section
Effect is indicated to the function of Energy Saving Control switching part 15A.
Energy-saving effect calculating part 15E has following functions:Select mutual external item respectively from interval censored data 14B
The group of valid interval and invalid interval of the difference of part variate-value in the range of determinating reference value 14A, and be recorded in and compare data
Function in 14C;And the valid interval of each group by total record in relatively data 14C and the energy input of invalid interval
Difference, calculate the function of the energy-saving effect (energy-saving effect amount and reduction rate) in the effect computing interval.
Adjustment section 15F has following functions:In interval censored data 14B, the difference of mutual external condition variate-value is judging
In the case that the ratio or quantity of the group of valid interval and invalid interval in the range of a reference value 14A are below threshold value, expansion
The function of the scope of determinating reference value 14A;With in interval censored data 14B, the difference of mutual external condition variate-value is judging base
In the case that the ratio or quantity of the group of valid interval and invalid interval in the range of quasi- value 14A are below threshold value, shorten area
Between time span function.
[action of this implementation form]
Next, referring to the drawings, the various actions of the energy-saving effect calculator 10 involved by this implementation form are carried out
Explanation.
[determination processing whether energy saving needs]
First, with reference to Fig. 5, determination processing illustrates whether the energy saving needs performed when starting to section.Fig. 5 is to show
The flow chart of determination processing whether energy saving needs.
When section new within the effect computing interval external condition prediction section 15C starts, predict in advance in the new section
External condition variate-value, herein be cooling water temperature and load heat (step 100).
Energy Saving Control is set to invalid, is based on next, invalidating determination unit 15D is retrieved from interval censored data 14B
Determinating reference value 14A is counted as the invalid interval (step 101) identical with new section condition.
Here, (the step 102 in the case where finding invalid interval:"Yes"), invalidating determination unit 15D is to energy saving control
Switching part 15A processed indicates effective (having application) (step 103) of Energy Saving Control in new section.
On the other hand, (the step 102 in the case where not finding invalid interval:"No"), invalidating determination unit 15D
Invalid (the not applying) (step 104) of the Energy Saving Control in new section is indicated to Energy Saving Control switching part 15A.
In this way, after the invalidating of the Energy Saving Control in new section is determined, by Energy Saving Control switching part 15A roots
According to needing to indicate and after the switching of the invalidating of the relevant Energy Saving Control in new section, section starts.
In this way, after new section starts, interval censored data record portion 15B is from communication I/F portions 11 and apparatus control system 20
Cooling water temperature, load heat and energy input are obtained, is recorded in successively in the interval censored data 14B of storage part 14, until the area
Between terminate (step 105), terminate it is a series of it is energy saving need whether determination processing.
In addition, in a flow chart in figure 5, although retrieved invalid interval in a step 101, on the contrary, can also
Stopping (the step 104) of Energy Saving Control is indicated in the case where retrieval valid interval and valid interval are found, is not being found
Beginning (the step 103) of Energy Saving Control is indicated in the case of valid interval.
[comparing data recording and processing]
Next, with reference to Fig. 6, to section at the end of the comparison data recording and processing that performs illustrate.Fig. 6 is to show to compare
Compared with the flow chart of data recording and processing.
Energy-saving effect calculating part 15E is the valid interval for applying Energy Saving Control at the end of new section, in the section
In the case of (step 110:"Yes"), external condition variate-value is retrieved from interval censored data 14B and the external condition in the section becomes
Invalid interval (step 111) of the difference of magnitude in the range of determinating reference value 14A.
Here, (the step 112 in the case where finding invalid interval:"Yes"), the group of the section and invalid interval is recorded
In comparing (step 113) in data 14C, terminate a series of relatively data recording and processing.
Also, (the step 112 in the case where not finding invalid interval:"No"), not to data 14C records are compared, terminate
A series of relatively data recording and processing.
On the other hand, (step 110 in the case of being to apply the invalid interval of Energy Saving Control in the section:"No"), from
External condition variate-value is retrieved in interval censored data 14B with the difference of the external condition variate-value in the section determinating reference value 14A's
In the range of valid interval (step 114).
Here, (the step 115 in the case where finding valid interval:"Yes"), the group of the section and invalid interval is recorded
In comparing (step 116) in data 14C, terminate a series of relatively data recording and processing.
Also, (the step 115 in the case where not finding valid interval:"No"), not to data 14C records are compared, terminate
A series of relatively data recording and processing.
Fig. 7 is the action example of the energy-saving effect calculator involved by this implementation form.
Here, the example that n (n is positive integer) a section S1~Sn is provided within the effect computing interval is shown, from area
Between S1 start each section and arrive sequentially in time.Here, in the S1~Sn of section, the section for having drawn oblique hachure represents not apply
Energy Saving Control, the section of blank represent to apply Energy Saving Control.
Therefore, in section S1, S2, since the difference of the external condition variate-value with being predicted is determinating reference value 14A's
In the range of invalid interval be not present always before this, therefore show that these sections S1, S2 are judged as invalid interval.Also,
In the S3 of section, since section S1 is as the poor in the range of determinating reference value 14A of the external condition variate-value with being predicted
Invalid interval and exist, therefore display interval S3 is judged as valid interval.
Therefore, at the end of the S3 of section, the external condition variate-value of external condition variate-value and the section S3 surveyed
Invalid interval of the difference in the range of determinating reference value 14A is again retrieved, and section S1 is selected again, as a result, these sections
S1, S3 are selected as group P1, and are recorded in and are compared in data 14C.
Also, on section S8, since section S6 is as external condition variate-value and the external condition variate-value being predicted
Invalid interval of the difference in the range of determinating reference value 14A and exist, therefore section S8 is judged as valid interval.But
At the end of the S8 of section, the difference of the external condition variate-value of retrieval external condition variate-value and the section S3 surveyed is in determinating reference
In the case of invalid interval in the range of value 14A, section S5 is chosen rather than section S6, as a result, these sections S5, S8
It is selected as group P2, and is recorded to and compares in data 14C.
In addition, in invalidating determination unit 15D, energy-saving effect calculating part 15E, it is right in the case of the group in selection section
In the section being chosen as group, can also forbid being repeated selection as group with other section.Thereby, it is possible to avoid
In the reuse for the energy input that identical section measures.
In this way, the energy input for comparing the valid interval of each group in data 14C and invalid interval is recorded in by energy saving effect
Fruit calculating part 15E is counted, and the energy-saving effect in the effect computing interval is computed, and shows picture in picture by energy-saving effect
Display unit 13 carries out picture to operator and shows.
Fig. 8 is that energy-saving effect shows picture example (accumulation).Here, compare in data 14C, the energy input of each invalid interval
The aggregate-value of the energy input of aggregate-value and each valid interval is computed by energy-saving effect calculating part 15E, is shown with column diagram
Show.Also, the difference of these aggregate-values is shown according to energy reduction amount and reduction rate based on Energy Saving Control by column diagram
Show.Operator can easily confirm the energy-saving effect for all external condition accumulations as a result,.
Fig. 9 is that energy-saving effect shows picture example (layering).Here, it is provided with the cooling water temperature scope as external condition
With the input field of load thermal range, operator can specify desirable level.Compare as a result, in data 14C, belong to operation
The aggregate-value of the energy input of the invalid interval for the level that person specifies and belong to the level valid interval energy input aggregate-value
It is calculated by energy-saving effect calculating part 15E, is shown with column diagram.Also, the difference of these aggregate-values is according to based on energy saving control
The energy reduction amount and reduction rate of system, are shown by column diagram.Operator can be easily confirmed for belonging to as a result,
The energy-saving effect of the external condition accumulation for the level being arbitrarily designated.
It will confirm that device 10 is used in the evaluation of new Energy Saving Control using energy effect involved by this implementation form
In the case of, by 2 weeks for example as the effect computing interval, energy-saving effect was computed, and was obtained in expected energy-saving effect
To at the time of confirmation, the row for the national games of Energy Saving Control is just transitioned into.At this point, in row for the national games, due to fully obtaining Energy Saving Control
Benefit preferably always makes Energy Saving Control effective.Alternatively, it is also possible to confirm the situation for not obtaining expected energy-saving effect
Under, cancel the row for the national games of Energy Saving Control, carry out the adjustment of Energy Saving Control.
Also, for example in the way in effect computing interval or at the end of, in interval censored data 14B, mutual external condition
The ratio or quantity of valid interval of the difference in the range of determinating reference value 14A of variate-value and the group of invalid interval threshold value with
In the case of lower, adjustment section 15F can also expand the scope of the determinating reference value 14A of storage part 14.It alternatively, can also be in section
In data 14B, the poor valid interval and invalid interval in the range of determinating reference value 14A of mutual external condition variate-value
Group ratio or quantity below threshold value in the case of, shorten the time span in section.In addition, determinating reference value 14A's
In the case that the change of the time span in change or section is performed, the new effect computing interval is just set and calculates energy saving effect
Fruit.
As a result, can be counted as the identical section of external condition it is less in the case of, the scope quilt of determinating reference value 14A
The time span in expansion or section is shortened.Therefore, it is possible to be counted as the identical valid interval of external condition and invalid interval
Group just increase, as a result, it is possible to calculate it is more accurate and tool reliability energy-saving effect.
[effect of this implementation form]
In this way, according to this implementation form, by Energy Saving Control switching part 15A, by what can be shown at least energy-saving effect
The time span segmentation effect computing interval is multiple sections set as unit, the Energy Saving Control of switching equipment it is effective/
It is invalid, by interval censored data record portion 15B, to each section, it is shown to what is influenced with energy-saving effect by what is measured in the section
The external condition variate-value of external condition, the invalidating of the Energy Saving Control in the section and the equipment in section measure
Energy input, as showing to be recorded in storage part 14 in the interval censored data 14B of control content that the section is implemented, by energy saving
Effect calculating part 15E selects the difference of mutual external condition variate-value in the model of determinating reference value respectively from interval censored data 14B
The group of valid interval and invalid interval in enclosing, the difference of the energy input based on these respective valid intervals of group and invalid interval
Point, calculate the energy-saving effect in the effect computing interval.
Accordingly, for each section in effect computing interval, the invalidating of Energy Saving Control is switched, based on these sections
In mutual external condition can be counted as the respective energy input difference of group of identical valid interval and invalid interval, calculate
Energy-saving effect in the effect computing interval.
It therefore, there is no need to amendment or the approximation of energy-saving effect, the influence of external condition is few, can calculate more accurately
Energy-saving effect.
Also, in this embodiment, it can also be by external condition prediction section 15C, the new area in the effect computing interval
Between when starting, the external condition variate-value in the new section is predicted in advance, by invalidating determination unit 15D, from interval number
Energy Saving Control is set to the presence of invalid invalid interval according to confirmation in 14B, also, the external variate-value of the invalid interval is with leading to
The difference of the external condition variate-value in the new section that prediction obtains is crossed in the range of determinating reference value, is according to the invalid interval
The invalidating of Energy Saving Control in the new section is indicated to Energy Saving Control switching part 15A by no presence.
The invalid interval identical with new section can be counted as according to external condition as a result, to whether there is, new section
The invalidating of interior Energy Saving Control is automatically determined, therefore can with extreme efficiency be generated external condition and can be counted as phase
Same valid interval and invalid interval are possibly realized as a result, more accurately calculating energy-saving effect.
Also, in this embodiment, can also by energy-saving effect calculating part 15E, pair with the valid interval in each group and
The relevant difference of group that the external condition variate-value of invalid interval belongs to the scope specified is added up, and thus calculates effect meter
The energy-saving effect being layered in during calculation.
As a result, operator can easily confirm for belong to the level being arbitrarily designated external condition accumulate it is energy saving
Effect.
Also, in this embodiment, it can also be by the respective permission model to each external condition variate-value individual settings
It encloses and forms determinating reference value.Thereby, it is possible to the identical sex determination of the external condition between set interval in more detail, as a result,
More accurately energy-saving effect is calculated to be possibly realized.
Also, in this embodiment, it can also be by adjusting portion 15F, in interval censored data 14B, mutual external condition
The ratio or quantity of the group of valid interval and invalid interval of the difference of variate-value in the range of determinating reference value are below threshold value
In the case of, the scope of expansion determinating reference value.Also, can also in interval censored data 14B, mutual external condition variate-value
Difference in the case where the valid interval in the range of determinating reference value and the ratio or quantity of the group of invalid interval are below threshold value,
Shorten the time span in section.
As a result, can be counted as the identical section of external condition it is less in the case of, the scope quilt of determinating reference value 14A
The time span in expansion or section is shortened.Therefore, it is possible to be counted as the identical valid interval of external condition and invalid interval
Group just increase, as a result, it is possible to calculate it is more accurate and tool reliability energy-saving effect.
Also, as new problem solved by the invention, there are the needs of following such application supplier:It is energy saving at this
Control method as the other software application utilized by apparatus control system 20 it is imported in the case of, such as in free examination
Energy-saving effect is confirmed to user in the phase, if obtaining effect to a certain degree, it would be desirable to which user formally uses software with compensation
Using.
In this case, the effect for being not based on the viewpoint of the comprehensive energy consumption amount of whole year or one month etc calculates, energy
Reach in short time to confirm as far as possible that the independent effect of the application is more related to the interests of application supplier.
According to the present invention, since different other Energy Saving Controls when user is different can be matched with, count to relatively short-term
The actual achievement of energy-saving effect is calculated, therefore user can confirm effect in short time.Therefore, it becomes possible to which user is paid formal to continuing
Ground is guided using the direction of software application.
[expansion of implementation form]
More than, with reference to implementation form, the present invention is described, but the present invention is not limited to above-mentioned implementation forms.This
The structure and details of invention, the technical staff that can be made within the scope of the invention in technical field are intelligible each
The change of kind various kinds.
Symbol description
10:Energy-saving effect calculator, 11:Communicate I/F portions, and 12:Operation inputting part, 13:Picture display part, 14:Storage
Portion, 14A:Determinating reference value, 14B:Interval censored data, 14C:Compare data, 14P:Program, 15:Arithmetic processing section, 15A:Energy saving control
Switching part processed, 15B:Interval censored data record portion, 15C:External condition prediction section, 15D:Invalidating determination unit, 15E:Energy saving effect
Fruit calculating part, 15F:Adjustment section, 20:Apparatus control system, 30:Equipment, L:Communication line.
Claims (7)
1. a kind of energy-saving effect computational methods are the energy-saving effect computational methods used in energy-saving effect calculator, described
Energy-saving effect calculator is in the preassigned effect computing interval, based on will be set to effectively/nothing for the Energy Saving Control of equipment
The energy input that the equipment consumes respectively during effect calculates the energy-saving effect of the Energy Saving Control,
The energy-saving effect computational methods are characterized in that having:
Energy Saving Control switch step, Energy Saving Control switching part split the time span that can show at least described energy-saving effect
The effect computing interval is multiple sections set as unit, switches effective/nothing of the Energy Saving Control in the equipment
Effect;
Interval censored data recording step, interval censored data record portion show to influence for each section by what is measured in the section
The external condition variate-value of the external condition of the energy-saving effect, the Energy Saving Control in the section invalidating and
It is recorded in the energy input for the equipment that the section measures as the interval censored data for the control content for showing to be implemented on the section
In storage part;
Energy-saving effect calculation procedure, energy-saving effect calculating part select mutual external condition variable respectively from the interval censored data
Valid interval of the difference in the range of determinating reference value of value and the group of invalid interval, based on these respective valid intervals of group and
The difference of the energy input of invalid interval calculates the energy-saving effect in the effect computing interval;
External condition prediction steps, it is pre- in advance when external condition prediction section section new within the effect computing interval starts
Survey the external condition variate-value in the new section;And
Invalidating determination step, invalidating determination unit confirms from the interval censored data is set to nothing by the Energy Saving Control
The presence of effect/effective invalid interval/valid interval, also, the external variate-value of the invalid interval/valid interval is with passing through institute
The difference of the external condition variate-value in the new section that prediction obtains is stated in the range of the determinating reference value, according to the nothing
Effect section/valid interval whether there is, and the Energy Saving Control in the new section is indicated to the Energy Saving Control switching part
Invalidating.
2. energy-saving effect computational methods as claimed in claim 1, wherein, which is characterized in that
In the energy-saving effect calculation procedure, pass through the accumulative valid interval with each group and the external item of invalid interval
Part variate-value belongs to the related difference of group for the scope specified, and calculates the section being layered in the effect computing interval
It can effect.
3. energy-saving effect computational methods as claimed in claim 1, wherein, which is characterized in that
In the energy-saving effect calculation procedure, pass through the accumulative valid interval with each group and the external item of invalid interval
Part variate-value belongs to the related difference of group for the scope specified, and calculates the section being layered in the effect computing interval
It can effect.
4. energy-saving effect computational methods as claimed in claim 1, wherein, which is characterized in that
The determinating reference value is made of the respective allowed band set respectively to each external condition variate-value.
5. the energy-saving effect computational methods as recorded in any one in 1~claim 4 of claim, which is characterized in that
Also have
Set-up procedure, in the interval censored data, the difference of mutual external condition variate-value is in the range of determinating reference value
In the case that the ratio or quantity of the group of valid interval and invalid interval are below threshold value, adjustment section expands the determinating reference value
Scope.
6. the energy-saving effect computational methods as recorded in any one in 1~claim 4 of claim, which is characterized in that
Also have
Set-up procedure, in the interval censored data, the difference of mutual external condition variate-value is in the range of determinating reference value
In the case that the ratio or quantity of the group of valid interval and invalid interval are below threshold value, adjustment section shortens the time in the section
Length.
7. it is in the preassigned effect computing interval, based on will be for the energy saving of equipment a kind of energy-saving effect calculator
Control is set to the energy input that the equipment consumes respectively during invalidating, calculates the energy saving effect of the energy-saving effect of the Energy Saving Control
Fruit computing device,
The energy-saving effect calculator is characterized in that having:
The time span that can be shown at least described energy-saving effect is split institute by Energy Saving Control switching part, Energy Saving Control switching part
It is multiple sections set as unit to state the effect computing interval, switches the invalidating of the Energy Saving Control in the equipment;
Interval censored data record portion, interval censored data record portion show influence institute for each section by what is measured in the section
State the invalidating of the external condition variate-value of the external condition of energy-saving effect, the Energy Saving Control in the section, Yi Ji
The energy input for the equipment that the section measures is recorded in as the interval censored data for the control content for showing to be implemented on the section to be deposited
In storage portion;
Energy-saving effect calculating part, energy-saving effect calculating part select mutual external condition variate-value respectively from the interval censored data
Valid interval of the difference in the range of determinating reference value and invalid interval group, based on these respective valid intervals of group and nothing
The difference of the energy input in section is imitated, calculates the energy-saving effect in the effect computing interval;
External condition prediction section when external condition prediction section section new within the effect computing interval starts, is predicted in advance
The external condition variate-value in the new section;And
Invalidating determination unit, invalidating determination unit confirms from the interval censored data is set to nothing by the Energy Saving Control
The presence of effect/effective invalid interval/valid interval, also, the external variate-value of the invalid interval/valid interval is with passing through institute
The difference of the external condition variate-value in the new section that prediction obtains is stated in the range of the determinating reference value, according to the nothing
Effect section/valid interval whether there is, and the Energy Saving Control in the new section is indicated to the Energy Saving Control switching part
Invalidating.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2014-104942 | 2014-05-21 | ||
JP2014104942A JP6374702B2 (en) | 2014-05-21 | 2014-05-21 | Energy saving effect calculation method and apparatus |
Publications (2)
Publication Number | Publication Date |
---|---|
CN105091076A CN105091076A (en) | 2015-11-25 |
CN105091076B true CN105091076B (en) | 2018-06-01 |
Family
ID=54572074
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201510260125.2A Active CN105091076B (en) | 2014-05-21 | 2015-05-20 | Energy-saving effect computational methods and device |
Country Status (4)
Country | Link |
---|---|
JP (1) | JP6374702B2 (en) |
KR (1) | KR101676957B1 (en) |
CN (1) | CN105091076B (en) |
SG (1) | SG10201503931PA (en) |
Families Citing this family (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP6533952B2 (en) * | 2015-09-01 | 2019-06-26 | 中国電力株式会社 | Apparatus and method for predicting cooling water temperature of heat source equipment operating with cooling water, and program |
CN105488302A (en) * | 2015-12-24 | 2016-04-13 | 曹岭 | Energy saving amount measuring method for energy saving reconstruction of public building |
CN105570866A (en) * | 2015-12-29 | 2016-05-11 | 北京市燃气集团有限责任公司 | Adjusting method and system for load parameters of gas-fired boiler used for heat supply |
CN105570867A (en) * | 2015-12-29 | 2016-05-11 | 北京市燃气集团有限责任公司 | Regulating method and system for direct heat supply flue gas boiler load parameters |
CN107246705B (en) * | 2017-05-02 | 2019-11-05 | 青岛海尔空调器有限总公司 | A kind of air-conditioning power consumption estimation method and device |
CN108375105B (en) * | 2018-03-02 | 2020-01-07 | 北京华大智宝电子系统有限公司 | Shared energy-saving allocation method and device based on household heat metering |
JP7431535B2 (en) * | 2019-09-06 | 2024-02-15 | シャープ株式会社 | Server and control system and control program |
WO2024219328A1 (en) * | 2023-04-18 | 2024-10-24 | ダイキン工業株式会社 | Control apparatus, air conditioning control method, and program |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102252400A (en) * | 2010-05-21 | 2011-11-23 | 株式会社山武 | Setting value controlling method and device |
JP5287478B2 (en) * | 2009-02-13 | 2013-09-11 | 株式会社明電舎 | Power energy monitoring system |
Family Cites Families (10)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH11328152A (en) | 1998-05-14 | 1999-11-30 | Toshiba Corp | Energy saving effect calculation device |
JP4523124B2 (en) * | 2000-07-14 | 2010-08-11 | 日立アプライアンス株式会社 | Energy service business system |
JP3783929B2 (en) | 2001-08-21 | 2006-06-07 | ダイキン工業株式会社 | Energy saving effect estimation method and apparatus |
JP4147204B2 (en) * | 2004-06-01 | 2008-09-10 | 北斗電子工業株式会社 | Evaluation support method for power consumption reduction, evaluation support device, and power control device |
JP2006207929A (en) * | 2005-01-28 | 2006-08-10 | Daikin Ind Ltd | Optimum operation control system and optimum operation control method for air conditioning system |
JP4634242B2 (en) * | 2005-07-08 | 2011-02-16 | 株式会社山武 | Energy saving amount estimation apparatus, method, and program |
US8996183B2 (en) * | 2007-08-28 | 2015-03-31 | Consert Inc. | System and method for estimating and providing dispatchable operating reserve energy capacity through use of active load management |
JP5320128B2 (en) | 2009-03-31 | 2013-10-23 | アズビル株式会社 | Water supply temperature control apparatus and method |
JP5793364B2 (en) | 2011-07-29 | 2015-10-14 | アズビル株式会社 | Set value automatic relaxation support apparatus and method |
CN102520679A (en) * | 2011-11-07 | 2012-06-27 | 朱建斌 | Energy saving data metering and calculating method |
-
2014
- 2014-05-21 JP JP2014104942A patent/JP6374702B2/en active Active
-
2015
- 2015-05-19 SG SG10201503931PA patent/SG10201503931PA/en unknown
- 2015-05-19 KR KR1020150069511A patent/KR101676957B1/en active IP Right Grant
- 2015-05-20 CN CN201510260125.2A patent/CN105091076B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP5287478B2 (en) * | 2009-02-13 | 2013-09-11 | 株式会社明電舎 | Power energy monitoring system |
CN102252400A (en) * | 2010-05-21 | 2011-11-23 | 株式会社山武 | Setting value controlling method and device |
Also Published As
Publication number | Publication date |
---|---|
JP2015218995A (en) | 2015-12-07 |
SG10201503931PA (en) | 2015-12-30 |
KR101676957B1 (en) | 2016-11-16 |
CN105091076A (en) | 2015-11-25 |
JP6374702B2 (en) | 2018-08-15 |
KR20150134278A (en) | 2015-12-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105091076B (en) | Energy-saving effect computational methods and device | |
US9638435B2 (en) | Systems and methods for optimizing the efficiency of HVAC systems | |
US10180672B2 (en) | Demand control device and computer readable medium | |
US9429921B2 (en) | Method and system for energy control management | |
US20170211830A1 (en) | Air-conditioning control system, air-conditioning planning device, and planning method | |
CN103574839B (en) | Air conditioning control device and method | |
JP5914891B2 (en) | Energy saving evaluation device, energy saving evaluation method, server device, program | |
CN110175778B (en) | Unit energy efficiency planning system | |
Fannou et al. | Modeling of a direct expansion geothermal heat pump using artificial neural networks | |
JP2012149839A (en) | Air conditioner linkage control system, air conditioner linkage control method, and air conditioner linkage control program | |
US11029052B2 (en) | Operation device and method to control an air conditioner based on weather change patterns | |
TW202030617A (en) | Data center infrastructure optimization method based on causal learning | |
Dai et al. | A reinforcement learning-enabled iterative learning control strategy of air-conditioning systems for building energy saving by shortening the morning start period | |
JP6705716B2 (en) | Power demand forecasting method and power demand forecasting program | |
JP2016067125A (en) | Energy equipment operation controller and energy equipment operation control method | |
JP5936714B2 (en) | System controller, facility management system, demand control method and program | |
CN111128357A (en) | Monitoring method and device for hospital logistics energy consumption target object and computer equipment | |
US11143426B2 (en) | Thermal demand adjustment device for energy network and thermal demand adjustment method for energy network | |
Aravelli et al. | Energy optimization in chiller plants: A novel formulation and solution using a hybrid optimization technique | |
Odufuwa et al. | Application of artificial neural networks in predicting the performance of ice thermal energy storage systems | |
EP4083723B1 (en) | Evaluation apparatus, evaluation method, evaluation program, and control apparatus | |
CN103574856B (en) | Airconditioning control solution display unit and method | |
US20200278130A1 (en) | Operation control method, storage medium, and operation control device | |
JP7286360B2 (en) | Power calculation device, power calculation method, and computer program | |
CN106529736A (en) | Method and apparatus for predicting energy load of building |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |