CN105320045B - Energy monitoring and management system and energy monitoring and management method - Google Patents
Energy monitoring and management system and energy monitoring and management method Download PDFInfo
- Publication number
- CN105320045B CN105320045B CN201510232108.8A CN201510232108A CN105320045B CN 105320045 B CN105320045 B CN 105320045B CN 201510232108 A CN201510232108 A CN 201510232108A CN 105320045 B CN105320045 B CN 105320045B
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- 238000007726 management method Methods 0.000 title claims abstract description 31
- 238000012544 monitoring process Methods 0.000 title abstract description 7
- 230000002452 interceptive effect Effects 0.000 claims abstract description 51
- 230000005611 electricity Effects 0.000 claims abstract description 44
- 238000004378 air conditioning Methods 0.000 claims description 37
- 238000010248 power generation Methods 0.000 abstract description 4
- 230000003238 somatosensory effect Effects 0.000 abstract 1
- 230000005855 radiation Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 3
- 238000005265 energy consumption Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 238000000034 method Methods 0.000 description 3
- 238000012423 maintenance Methods 0.000 description 2
- NJPPVKZQTLUDBO-UHFFFAOYSA-N novaluron Chemical compound C1=C(Cl)C(OC(F)(F)C(OC(F)(F)F)F)=CC=C1NC(=O)NC(=O)C1=C(F)C=CC=C1F NJPPVKZQTLUDBO-UHFFFAOYSA-N 0.000 description 2
- 238000004781 supercooling Methods 0.000 description 2
- 230000000007 visual effect Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 150000001875 compounds Chemical class 0.000 description 1
- 238000013461 design Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000007613 environmental effect Effects 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 238000012552 review Methods 0.000 description 1
- 230000035807 sensation Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/048—Monitoring; Safety
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
- G05D27/00—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00
- G05D27/02—Simultaneous control of variables covered by two or more of main groups G05D1/00 - G05D25/00 characterised by the use of electric means
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- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses an energy monitoring and management system and an energy monitoring and management method. The power consumption management system of the store provides power consumption information of the store, the ambient temperature and humidity meter measures temperature information and humidity information of the store, the solar power generation system provides power generation information, and the interactive energy-saving information display platform receives and displays at least one of the power consumption information of the store, the temperature information of the store, the humidity information of the store and the power generation information. According to the energy monitoring and management system and the energy monitoring and management method, a store service desk staff can master the temperature and the humidity of the environment of a store and the electricity utilization condition of the store at any time, calculate the manual air conditioner temperature setting interval according to the environment temperature and the somatosensory temperature, and dynamically adjust the air conditioner setting temperature.
Description
Technical field
The present invention relates to a kind of system and methods, and more particularly to a kind of energy monitor management system and energy monitor pipe
Reason method.
Background technology
High road service area, also known as rest station generally occur in the high highway such as highway, main purposes be for
Passerby takes a break, and provides service, such as the services such as lavatory, gas station, shop.
The information desk personnel of existing highway rest sales field service area need mobility adjustment sales field empty when platform is on duty
Temperature regulating setting value and air outlet angle, to safeguard sales field environmental degree of comfort, but often because carelessness is without adjusting air-conditioning setting temperature
Degree causes sales field air-conditioning to generate the meaningless energy consumption phenomenon such as overheat or supercooling.
To solve the above-mentioned problems, related field there's no one who doesn't or isn't painstakingly seeks solution, but for a long time always not
See that applicable mode is developed completion.Therefore, how sales field information desk personnel can grasp sales field environment and electricity consumption situation at any time, real
Belong to one of current important research and development project, also becoming currently associated field pole needs improved target.
Invention content
The object of the present invention is to provide a kind of energy monitor management systems and energy monitor management method, to solve existing skill
The problem of art.
Energy monitor management system provided by the present invention includes sales field power consuming administrative system, ambient temperature and humidity meter, the sun
Energy electricity generation system and interactive energy saving information display platform, interactive energy saving information display platform are electrically connected sales field power consumption management
System, ambient temperature and humidity meter and solar power system.Sales field power consuming administrative system provides sales field electricity consumption information, ambient temperature and humidity
Meter measures sales field temperature information and sales field humidity information, and solar power system provides generated energy information, interactive energy saving information
Display platform receives and shows in sales field electricity consumption information, sales field temperature information, sales field humidity information and generated energy information at least
One.
In one embodiment, it further includes power load prediction module that energy monitor, which manages system,.Power load prediction module
According to support vector regression (Support Vector Regression) to analyze sales field electricity consumption information, and then predict that sales field is used
Whether electricity is more than desired value, and when sales field electricity consumption is estimated is more than desired value, interactive energy saving information display platform display is used
Electricity warning information.
In one embodiment, it further includes air-conditioning strategic control module that energy monitor, which manages system,.Air-conditioning strategic control module
Based on sales field temperature information and it is aided with sales field humidity information and goes to calculate sendible temperature information, then by sales field temperature information and body-sensing temperature
Degree information calculates manual air conditioner temperature set interval so that interactive energy saving information display platform shows that manual air conditioner temperature is set
Determine section.
In one embodiment, when interactive energy saving information display platform receives in manual air conditioner temperature set interval
When air-conditioning set temperature value, interactive energy saving information display platform output air-conditioning set temperature value to air-conditioning strategic control module,
So that air-conditioning strategic control module controls input parameter based on air-conditioning set temperature with the temperature for adjusting sales field air conditioner.
In one embodiment, interactive energy saving information display platform separately shows the immediate interactives such as service contact information and highway
Information, and receive message for guests information, then by message for guests message transport to mobile device.
In one embodiment, energy monitor management system further includes rotary platform.Rotary platform connects interactive section
Energy information display platform, enables interactive energy saving information display platform 360 degree rotation.
On the other hand, energy monitor management method provided by the present invention includes the following steps：Electricity consumption information in sales field is provided；
Measure sales field temperature information and sales field humidity information；Generated energy information is provided；It goes to connect using interactive energy saving information display platform
By and at least one of show sales field electricity consumption information, sales field temperature information, sales field humidity information and generated energy information.
In one embodiment, energy monitor management method further includes：According to support vector regression to analyze sales field electricity consumption money
News, and then predict whether sales field electricity consumption is more than desired value, when sales field electricity consumption is estimated is more than desired value, interactive energy saving money
It interrogates display platform and shows that electricity consumption warns information.
In one embodiment, energy monitor management method further includes：Based on sales field temperature information and it is aided with sales field humidity money
News go to calculate sendible temperature information, then calculate manual air conditioner temperature by sales field temperature information and sendible temperature information and set area
Between so that interactive energy saving information display platform shows manual air conditioner temperature set interval.
In one embodiment, energy monitor management method further includes：When interactive energy saving information display platform receives
When air-conditioning set temperature value in manual air conditioner temperature set interval, based on air-conditioning set temperature to adjust the temperature of sales field air conditioner
Degree control input parameter.
In conclusion technical scheme of the present invention has clear advantage and advantageous effect compared with prior art.Pass through
Above-mentioned technical proposal can reach comparable technological progress, and with the extensive utility value in industry, at least have following excellent
Point：
1, information desk personnel in sales field can grasp sales field ambient temperature and humidity and sales field electricity consumption situation at any time, by environment temperature and body
Feel temperature computation manual air conditioner temperature set interval, dynamic adjusts air-conditioning set temperature；And
2, value added service, which includes passenger, still can get service contact information, highway etc. i.e. when information desk personnel leave
When interaction information, passenger can leave a message on platform, reach information desk personnel by network or save personnel's mobile phone mobile device from damage, can
Immediately passenger's consumer demand is grasped.
Above-mentioned explanation will be explained in detail with embodiment below, and to technical scheme of the present invention provide more into
The explanation of one step.
Description of the drawings
For above and other purpose, feature, advantage and the embodiment of the present invention can be clearer and more comprehensible, appended attached drawing is said
It is bright as follows：
Fig. 1 is a kind of block diagram of energy monitor management system according to an embodiment of the invention；
Fig. 2 is a kind of schematic diagram of interactive energy saving information display platform according to an embodiment of the invention；
Fig. 3 A are a kind of stereogram of the rotary platform according to an embodiment of the invention at a visual angle；And
Fig. 3 B are a kind of stereogram of the rotary platform in accordance with another embodiment of the present invention at another visual angle.
Specific implementation mode
In order to make the description of the present invention more exhaustive and complete, appended attached drawing and various implementations as described below be can refer to
, identical number represents same or analogous element in attached drawing.On the other hand, well-known element is not described with step
In embodiment, unnecessary limitation is caused to avoid to the present invention.
Fig. 1 is a kind of block diagram of energy monitor management system 100 according to an embodiment of the invention.As shown in Figure 1,
It is warm and humid including interactive energy saving information display platform 110, sales field power consuming administrative system 120, environment that energy monitor manages system 100
Degree meter 130 and solar power system 140.Architecturally, interactive energy saving information display platform 110 is electrically connected sales field electricity consumption
Management system 120, ambient temperature and humidity meter 130 and solar power system 140.
When in use, sales field power consuming administrative system 120 provides sales field electricity consumption information, and ambient temperature and humidity meter 130 measures sales field
Temperature information and sales field humidity information, solar power system 140 provide generated energy information, interactive energy saving information display platform
110 receive and at least one of show sales field electricity consumption information, sales field temperature information, sales field humidity information and generated energy information.
Whereby, sales field attendant can be by live air-conditioning cold degree demand, sales field ambient temperature and humidity and solar power generation situation, and dynamic adjusts
Air-conditioning set temperature reaches the sales field comfort level maintenance needs of information desk personnel.
In order to realize the Power Management of sales field, in one embodiment, it further includes power load that energy monitor, which manages system 100,
Prediction module 150.Architecturally, power load prediction module 150 is electrically connected interactive energy saving information display platform 110.
In use, power load prediction module 150 is sold according to support vector regression (Support Vector Regression) with analyzing
Field electricity consumption information, and then predict whether sales field electricity consumption is more than desired value, when sales field electricity consumption is estimated is more than desired value, interaction
The energy saving information display platform 110 of formula shows that electricity consumption warns information.Whereby, sales field attendant is assisted to learn that sales field electricity consumption is pre- early
Whether be more than desired value, which can adjust its actual number by system operator or other staff according to practical application elasticity if surveying
Value.Furthermore learns scheduling theory pattern using support vector regression device, make the hour grade energy consumption prediction in 30 days following.
Since sales field space cloth builds ambient temperature and humidity meter 130, in order to make full use of sales field epidemic disaster information, in a reality
Example is applied, it further includes air-conditioning strategic control module 160 that energy monitor, which manages system 100,.Architecturally, air-conditioning strategic control module
160 are electrically connected interactive energy saving information display platform 110.When in use, air-conditioning strategic control module 160 is based on sales field temperature
Information is simultaneously aided with sales field humidity information and goes to calculate sendible temperature information, with reflection since sales field personnel are to cold and hot temperature sensation,
When high temperature, after relative humidity increase, the heat that human body is really experienced can be more than real air temperature.Therefore, air-conditioning strategic control module
160 calculate manual air conditioner temperature set interval 210 (being illustrated in Fig. 2) by sales field temperature information and sendible temperature information so that
Interactive energy saving information display platform 110 shows manual air conditioner temperature set interval, and instrument is manually operated so as to being formed, as selling
Field personnel's air-conditioner temperature input reference, reaches suitable sales field comfort of air conditioner and power conservation requirement.
Mainly be bullied mild humidity of sendible temperature influences, also by wind speed and radiation left and right.Certain wind speed can make one to feel
It being flowed to air-flow, the heat that body gives out is all by the body surface that blows off, even if temperature is higher, but it is dryer and comfortableer；Solar radiation
People is shone directly into, may feel that and feel bad, if under tree shade or under sunshade, feeling differs completely with direct solar radiation
Sample, 4~6 DEG C of the temperature difference or even bigger at general cloudy day and fine day.Therefore, in one embodiment, air-conditioning strategic control module
160 based on sales field epidemic disaster information, the wind speed information of sales field air conditioner 170 and the sun measured by ambient temperature and humidity meter 130
The radiation information that energy electricity generation system 140 is provided goes to calculate sendible temperature information, then is provided by sales field temperature information and sendible temperature
News calculate manual air conditioner temperature set interval 210 (being illustrated in Fig. 2).
It holds, sales field personnel elasticity can select any air-conditioning setting in above-mentioned manual air conditioner temperature set interval 210
Temperature value inputs, when interactive energy saving information display platform 110 receives the sky in manual air conditioner temperature set interval 210
When adjusting set temperature value, interactive energy saving information display platform 110 exports air-conditioning set temperature value to air-conditioning strategic control module
160 so that air-conditioning strategic control module 160 controls input based on air-conditioning set temperature with the temperature for adjusting sales field air conditioner 170
Parameter so as to avoiding sales field air-conditioning from generating the meaningless energy consumption phenomenon such as overheat or supercooling, and is not influencing the comfortable feelings of air conditioner surroundings
Under condition, it can avoid 170 electricity consumption of sales field air conditioner and surpass about, to reach energy saving purpose.
Furthermore interactive energy saving information display platform 110 can be used as passenger consumer and information exhibition needed for information desk personnel
Now with the interactive media of communication, in one embodiment, interactive energy saving information display platform 110 shows service contact information and public affairs
The immediate interactives information such as road, whereby, passenger can still can get immediate interactive information when information desk personnel leave.Passenger can be
It leaves a message on interactive energy saving information display platform 110, interactive energy saving information display platform 110 receives message for guests information, then
The message for guests information is transferred into information desk personnel through network or saves the mobile device 180 of personnel from damage, with the trip of grasp immediately
Objective consumer demand.It is to make cardboard with hand to show to review known technology, can not immediate updating relevent information a few minutes for example away from keyboard
Clock, liaison staff's information etc., passenger can not be notified immediately to be replied；Therefore, the present invention is to provide one kind to have both simultaneously
Service reply demand, message service, the sales field comfort level maintenance needs with information desk personnel of passenger consumer.
Interactive energy saving information display platform 110 can connect rotary platform 300, as shown in Fig. 3 A, 3B, so as to making interaction
The energy saving information display platform of formula is able to 360 degree rotation, and rest sales field information desk personnel or the rotatable different angle of passenger are watched, and ten
It is convenient to divide.
Specifically, rotary platform 300 includes pedestal 310, rotary shaft 320, interconnecting piece 330, the first arm 340, the
Two arms 350, cross bar 360 and fixed part 370.In structure, rotary shaft 320 is articulated on pedestal 310, in interconnecting piece 330
Centre connection rotary shaft 320, the first arm 340 and the second arm 350 are respectively arranged at the opposite sides of interconnecting piece 330, cross bar 360
It is roughly parallel to interconnecting piece 330, the both ends of cross bar 360 are respectively connected to the tip portion of the first, second arm 340,350, Gu
Determine portion 370 to be arranged on cross bar 360 and for the interactive energy saving information display platform of detachable engagement 110.
In implementation, interactive energy saving information display platform 110 can be tablet computer or similar device.Electric loading predicts mould
Block 150 and the specific implementation mode of air-conditioning strategic control module 160 can be software, hardware and/or firmware.For example, if with
It is overriding concern to execute speed and accuracy, then such module substantially can be selected based on hardware and/or firmware；If to design bullet
Property be overriding concern, then such module substantially can be selected software based on；Alternatively, such module can use software, hardware simultaneously
And firmware work compound.It will be understood that these examples provided above are also not intended to limit there is no so-called point which is better and which is worse
The system present invention, any those skilled in the art can on demand, and elasticity selects the specific implementation mode of such module.Implement at one
Example, electric loading prediction module 150 can be integrated into computer system with air-conditioning strategic control module 160.
On the other hand, the present invention also provides a kind of energy monitor management method comprising the following steps：Sales field electricity consumption is provided
Information；Measure sales field temperature information and sales field humidity information；Generated energy information is provided；Utilize interactive energy saving information display platform
110 go to receive and show sales field electricity consumption information, sales field temperature information, sales field humidity information and at least one in generated energy information
Person.
In one embodiment, energy monitor management method further includes：According to support vector regression to analyze sales field electricity consumption money
News, and then predict whether sales field electricity consumption is more than desired value, when sales field electricity consumption is estimated is more than desired value, interactive energy saving money
It interrogates display platform 110 and shows that electricity consumption warns information.
In one embodiment, energy monitor management method further includes：Based on sales field temperature information and it is aided with sales field humidity money
News go to calculate sendible temperature information, then calculate manual air conditioner temperature by sales field temperature information and sendible temperature information and set area
Between so that interactive energy saving information display platform 110 shows manual air conditioner temperature set interval.
In one embodiment, energy monitor management method further includes：When interactive energy saving information display platform 110 receives
When air-conditioning set temperature value in manual air conditioner temperature set interval, based on air-conditioning set temperature to adjust sales field air conditioner
Temperature controls input parameter.
It will be understood that mentioned in this energy method for managing and monitoring the step of, in addition to especially chatting its bright sequence person,
Its tandem is adjusted according to actual needs, or even can be simultaneously or partially performed simultaneously.As for implement those steps hardware device,
Since above example specifically discloses, it is not repeated to describe.
Although the present invention is disclosed as above with embodiment, so it is not intended to limit the present invention, any art technology
Personnel can make a variety of different selections and modification, therefore the protection model of the present invention without departing from the spirit and scope of the present invention
It encloses and is limited by claims and its equivalents.
Claims (6)
1. a kind of energy monitor manages system, which is characterized in that the energy monitor manages system and includes：
Sales field power consuming administrative system provides sales field electricity consumption information；
Ambient temperature and humidity meter measures sales field temperature information and sales field humidity information；
Solar power system provides generated energy information；
Interactive energy saving information display platform, be electrically connected the sales field power consuming administrative system, the ambient temperature and humidity meter with
The solar power system, for receiving and showing that the sales field electricity consumption information, the sales field temperature information, the sales field are wet
Spend at least one of information and the generated energy information；
Power load prediction module according to support vector regression to analyze the sales field electricity consumption information, and then predicts sales field electricity consumption
Whether amount is more than desired value, and when the sales field electricity consumption is estimated is more than the desired value, the interactive energy saving information is shown
Platform shows that electricity consumption warns information；And
Air-conditioning strategic control module, based on the sales field temperature information and be aided with the sales field humidity information go calculate body-sensing temperature
Information is spent, then manual air conditioner temperature set interval is calculated by the sales field temperature information and the sendible temperature information so that
The interactive energy saving information display platform shows the manual air conditioner temperature set interval.
2. energy monitor as described in claim 1 manages system, which is characterized in that put down when the interactive energy saving information is shown
When platform receives the air-conditioning set temperature value in the manual air conditioner temperature set interval, the interactive energy saving information is shown
Platform exports the air-conditioning set temperature value to the air-conditioning strategic control module so that the air-conditioning strategic control module is based on
The air-conditioning set temperature value controls input parameter with the temperature for adjusting sales field air conditioner.
3. energy monitor as described in claim 1 manages system, which is characterized in that the interactive energy saving information display platform
Another display service contact information, and receive message for guests information, then by the message for guests message transport to mobile device.
4. energy monitor as described in claim 1 manages system, which is characterized in that the energy monitor management system is also wrapped
It includes：
Rotary platform connects the interactive energy saving information display platform, makes the interactive energy saving information display platform
It is able to 360 degree rotation.
5. a kind of energy monitor management method, which is characterized in that the energy monitor management method includes：
Electricity consumption information in sales field is provided；
Measure sales field temperature information and sales field humidity information；
Generated energy information is provided；And
Using interactive energy saving information display platform go to receive and show the sales field electricity consumption information, the sales field temperature information,
At least one of the sales field humidity information and the generated energy information；
According to support vector regression to analyze the sales field electricity consumption information, and then predict whether sales field electricity consumption is more than desired value,
When the sales field electricity consumption is estimated is more than the desired value, the interactive energy saving information display platform shows electricity consumption warning money
News；And
Based on the sales field temperature information and it is aided with the sales field humidity information and goes to calculate sendible temperature information, then by the sales field
Temperature information calculates manual air conditioner temperature set interval with the sendible temperature information so that the interactive energy saving information is aobvious
Show that platform shows the manual air conditioner temperature set interval.
6. energy monitor management method as claimed in claim 5, which is characterized in that the energy monitor management method is also wrapped
It includes：
When the interactive energy saving information display platform receives the setting of the air-conditioning in the manual air conditioner temperature set interval
When temperature value, input parameter is controlled with the temperature for adjusting sales field air conditioner based on the air-conditioning set temperature value.
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| TW103122304A TWI660323B (en) | 2014-06-27 | 2014-06-27 | Energy monitoring and management system, and energy monitoring and management method |
| TW103122304 | 2014-06-27 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN105320045A CN105320045A (en) | 2016-02-10 |
| CN105320045B true CN105320045B (en) | 2018-09-25 |
Family
ID=55247646
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510232108.8A Expired - Fee Related CN105320045B (en) | 2014-06-27 | 2015-05-07 | Energy monitoring and management system and energy monitoring and management method |
Country Status (2)
| Country | Link |
|---|---|
| CN (1) | CN105320045B (en) |
| TW (1) | TWI660323B (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107169596B (en) * | 2016-06-30 | 2024-02-09 | 国网江苏省电力公司南通供电公司 | Human comfort-based prediction method for daily electricity consumption of area |
| TWI699637B (en) * | 2019-07-10 | 2020-07-21 | 中華電信股份有限公司 | System for controlling environmental comfort using deep reinforcement learning and method thereof |
Family Cites Families (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6049180A (en) * | 1998-01-08 | 2000-04-11 | Mengel; Edward M. | High voltage regulated supply particularly suited for visual displays |
| US7216021B2 (en) * | 2003-10-30 | 2007-05-08 | Hitachi, Ltd. | Method, system and computer program for managing energy consumption |
| US8128673B2 (en) * | 2006-05-15 | 2012-03-06 | Tearscience, Inc. | System for inner eyelid heat and pressure treatment for treating meibomian gland dysfunction |
| CN102102891A (en) * | 2009-12-21 | 2011-06-22 | 胡洪耀 | Intelligent ecological central air conditioning system |
| CN102193525B (en) * | 2010-03-05 | 2014-07-02 | 朗德华信（北京）自控技术有限公司 | System and method for monitoring device based on cloud computing |
| CN101872185B (en) * | 2010-06-14 | 2013-05-22 | 香港应用科技研究院有限公司 | Intelligent matrix electric energy control system |
| JP6029587B2 (en) * | 2010-10-05 | 2016-11-24 | アレンコン・アクイジション・カンパニー・エルエルシー | High voltage energy harvesting and conversion renewable energy utility scale power system, and visual monitoring and control system for the system |
| CN201868898U (en) * | 2010-11-29 | 2011-06-15 | 沈阳工业大学 | Voltage stabilization prediction device of wind power grid system |
| CN102163052B (en) * | 2010-12-24 | 2012-12-26 | 江苏省烟草公司常州市公司 | Real-time monitoring system and method of work process |
| TWI482041B (en) * | 2011-04-08 | 2015-04-21 | Ind Tech Res Inst | Method and apparatus for evaluating efficiency of wind generator |
| CN102591315A (en) * | 2012-04-01 | 2012-07-18 | 广州睿慧新电子***有限公司 | Energy-saving control system and control method for superstores |
| CN102622657A (en) * | 2012-04-26 | 2012-08-01 | 上海市电力公司 | Annual maximum power load prediction method |
| CN202661812U (en) * | 2012-07-11 | 2013-01-09 | 贾琳 | Intelligent switch |
| CN202711025U (en) * | 2012-07-12 | 2013-01-30 | 江苏省英泰柯建筑节能科技股份有限公司 | System monitoring public energy consumption and indoor energy consumption and states |
| TWI451096B (en) * | 2012-09-04 | 2014-09-01 | Univ Nat Taiwan Normal | Integrated energy consumption control system and its method |
| CN102829533B (en) * | 2012-09-06 | 2015-02-04 | 兰州海红技术股份有限公司 | Monitoring unit for intelligent fresh air energy-saving system of communication base station |
| CN103809536B (en) * | 2012-11-09 | 2017-07-28 | 美新微纳传感***有限公司 | A kind of guest room intelligent management system |
| TWI544440B (en) * | 2012-12-04 | 2016-08-01 | 財團法人資訊工業策進會 | Demand response determination apparatus and demand response determination method thereof |
-
2014
- 2014-06-27 TW TW103122304A patent/TWI660323B/en active
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2015
- 2015-05-07 CN CN201510232108.8A patent/CN105320045B/en not_active Expired - Fee Related
Also Published As
| Publication number | Publication date |
|---|---|
| CN105320045A (en) | 2016-02-10 |
| TWI660323B (en) | 2019-05-21 |
| TW201601106A (en) | 2016-01-01 |
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