CN103530825A - Building energy consumption monitoring software system and realization method - Google Patents
Building energy consumption monitoring software system and realization method Download PDFInfo
- Publication number
- CN103530825A CN103530825A CN201210229771.9A CN201210229771A CN103530825A CN 103530825 A CN103530825 A CN 103530825A CN 201210229771 A CN201210229771 A CN 201210229771A CN 103530825 A CN103530825 A CN 103530825A
- Authority
- CN
- China
- Prior art keywords
- data
- energy consumption
- building
- assembly
- information
- 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.)
- Pending
Links
Images
Classifications
-
- 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
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Landscapes
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The invention discloses a building energy consumption monitoring software system and a realization method. The system comprises a data and message management module, an analysis display model, an information service module, a background management module and a database, wherein the data and message management module comprises a data acquisition assembly, a data processing module, a data receiving module, a data reporting assembly and a message management assembly; and the database comprises a data center and building basic situation database, a classification partial energy consumption database and an energy consumption acquisition terminal original database. The data acquisition assembly acquires energy consumption terminal data; the data processing assembly performs data verification parsing, normalization preprocessing and splitting calculating; the data reporting assembly extracts corresponding data from the classification partial energy consumption database, and combines, arranges, packs and uploads the data to a last-stage data center; and the data receiving assembly receives energy consumption data sent by a next-stage data center. The system and method provided by the invention has the advantages of high safety, accuracy and practicality, high expansibility, good compatibility and the like.
Description
Technical field
The present invention relates to infotech and energy technology field, particularly a kind of for building energy consumption information acquisition, processing and transmission, and carry out energy consumption classification metering separate, analyze and show and software systems and the implementation method of Real-Time Monitoring.
Background technology
Along with China's expanding economy, the problem of government offices' office building and large public building highly energy-consuming becomes increasingly conspicuous.According to statistics, government offices' office building and large public building year power consumption account for 22% of national cities and towns total power consumption, every square metre year power consumption be 10～20 times of ordinarily resident's house, carry out the administration of energy conservation work of government offices' office building and large public building, significant to realizing " 12 " building energy conservation object of planning.
Building energy consumption monitoring system is the integral body of " crisscross, interconnection up and down ", and the situation of each provincial, and municipal level platform independent development differs, need to carry out unified standard for each province's city-level platform database structure, to guarantee the consistance of each system data implication of each province and city.The originally exploitation of the relevant building energy consumption monitoring system in each province and city, concern practicality is more, within hardware, software systems supplier's type selecting is just only confined to corresponding regional extent, data acquisition, transmission and the analysis of whole nation unification being carried out to energy-consumption monitoring system have certain difficulty.And pay close attention to less to problems such as data disaster tolerance and the mandates of visitor's hierarchical layered.
Therefore, for carrying out " State Council is about printing and distributing the notice of the comprehensive programme of work of energy-saving and emission-reduction " (No. [2007] 15, promulgated by the State Council) spirit, according to " about strengthening the implementation guideline of government offices' office building and large public building administration of energy conservation work " (building section [2007] No. 245), strengthen the construction of government offices' office building and large public building supervisory system, utilize up to date technics means, carry forward vigorously the construction of government offices' office building and large public building energy consumption monitoring platform, realization is carried out energy consumption dynamic monitoring to important building, in the urgent need to a kind of for building energy consumption information acquisition, process and transmission, and carry out energy consumption classification metering separate, analyze software systems and the implementation method of displaying and Real-Time Monitoring.
Summary of the invention
The object of the invention is to: according to the development and application situation of the relevant building energy consumption distributed-network monitoring platform in current each province and city, overcome the lack of standard of data structure and agreement in existing various platform, provide a kind of for building energy consumption information acquisition, processing and transmission, and carry out software systems and the implementation method of metering separate energy consumption, analysis displaying and Real-Time Monitoring.
For reaching above object, embodiments of the invention are as follows:
A kind of building energy consumption monitoring software system and implementation method, it is characterized in that: comprise data and message management module, analyze display module, information service module, Back Administration Module and database, described data and message management module comprise data acquisition assembly, data handling component, data receiver assembly, data and report assembly and message management assembly, and described database comprises data center and building basic condition storehouse, classification subitem energy consumption storehouse and energy consumption acquisition terminal raw data base.
A. described data acquisition assembly gathers various energy consumption terminal datas, and described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store;
B. described data handling component, from described energy consumption acquisition terminal raw data base, extract data, described data are carried out data check, packet parsing, normalization pre-service, split and calculate and the processing procedure such as data persistence, and reduced data is sent to described classification subitem energy consumption storehouse stores;
C. described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, merge arrangement packing and are uploaded to upper level data center;
D. described data receiver assembly, receives the energy consumption data that next stage data center sends, and completes after the verification of data legitimacy and authentication, is saved in data center at the corresponding levels and building basic condition storehouse;
E. described message management assembly, completes the demand of message between each module and different system;
F. described analysis display module extracts data from data center at the corresponding levels and building basic condition storehouse, carries out general analyzes and integration, by the mode of static form or dynamic chart, shows energy consumption data information;
G. described information service module, provides the service of building energy consumption monitoring information for building owner and the public;
H. described Back Administration Module, provides the maintenance of Back ground Information, speciality information and temporal information, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
Described data acquisition assembly gathers various energy consumption terminal datas, and described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store.Described various energy consumption terminal data comprises electric weight, water consumption, gas quantity, central heating heat consumption, central cooling consumption cold and other energy source use amounts (central hot water supply amount, coal, oil, regenerative resource etc.).Described data acquisition assembly can carry out incoming road verification to described energy consumption terminal data, and the legal data of can a large amount of concurrent processing sending from data acquisition unit, and the data forward of supported data collector.The input of described data acquisition assembly is mainly the energy consumption data that automated manner gathers, and to the data of manual type typing, (coal consumption, oil consumption etc.) can carry out data validity inspection simultaneously, avoids producing people for typing mistake.
Described data handling component, extracts data from described energy consumption acquisition terminal raw data base, and described data are carried out data check, packet parsing, normalization pre-service, split the processing procedures such as calculating and data persistence; Described data handling component, acquisition time to data acquisition unit standardizes, and according to the energy model for situation structure of each energy consumption branches installation instrument, and according to splitting calculating with energy model to acquisition terminal raw data, obtain classification subitem energy consumption data, and reduced data is sent to described classification subitem energy consumption storehouse stores.Described data check comprises data packet format, packet information integrality, packet rs destination address, data acquisition time legitimacy, packet appointment building information matching etc.; It is the form that the raw data packets system of resolving to of the XML form receiving can be identified that described packet is resolved; Described normalization pre-service is the normalized of time format to data acquisition, frequency acquisition, measurement unit, for next step classification metering separate and analysis are prepared; Described fractionation is calculated, and is corresponding relation and relevant configuration file by energy branch road and subitem energy consumption according to corresponding building, and the energy consumption of these building is split to calculating; Described data persistence is forever to retain energy consumption data (original energy consumption data and classification subitem energy consumption data) to corresponding database.
Described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, and the data compression of described classification metering separate is XML packet, merges arrangement packing and is uploaded to upper level data center; Described data report assembly, mainly contain data extraction, data packing, data upload and receive the functions such as upper level data center feedback result.Described data receiver assembly, receives the energy consumption data that next stage data center sends, and completes after the verification of data legitimacy and authentication, is saved in data center at the corresponding levels and building basic condition storehouse; Described data receiver assembly, mainly contains that data receiver, data unpack, data check, data processing and the function such as storage, transmission and feedback result.
Described message management assembly, completes the demand of message between each module and different system; Described message comprises that system bulletin, data dictionary updating message and data upload the XML packet by compression between data center of message Deng， the superior and the subordinate with need and carry out message data exchange.
Described analysis display module extracts data from data center at the corresponding levels and building basic condition storehouse, can carry out pre-service to larger data volume, and carry out general analyzes and integration, by the mode of static form or dynamic chart, shows energy consumption data information;
Described information service module, provides the service of building energy consumption monitoring information for building owner and the public; Described building owner can authorize the information such as average energy consumption data of real-time original energy consumption data, classification subitem energy consumption data and the building of the same type of consulting this building in described information service module, and can derive corresponding energy consumption data information; The described public can recognize the building energy consumption monitoring information of data centers at different levels issue on internet site.
Described Back Administration Module, provides the maintenance of Back ground Information, speciality information and temporal information, comprises user and organizes the functions such as maintenance, user's maintenance, empowerment management, Authority Verification, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
As can be seen from the above technical solutions, embodiments of the invention are compared with existing energy consumption monitoring software systems, owing to adopting preferably modular design mode, and the continuous later development of the advanced technology such as calculation in absorption machine software engineering, electronic monitoring technology, data transmission technology, improve energy for building model and subitem energy consumption fractionation algorithm, possess good opening and extendability, provide a kind of for building energy consumption information acquisition, processing and transmission, and carried out software systems and the implementation method of metering separate energy consumption, analysis displaying and Real-Time Monitoring.
Accompanying drawing explanation
Fig. 1 is that the software systems of the embodiment of the present invention form schematic diagram;
Fig. 2 is that process flow diagram is shown in building energy consumption information acquisition, processing, transmission and the analysis of the embodiment of the present invention;
Fig. 3 is the building energy consumption information transmission process figure of the embodiment of the present invention
Embodiment
As shown in Figure 1, a kind of building energy consumption monitoring software system and implementation method, it is characterized in that: comprise data and message management module, analyze display module, information service module, Back Administration Module and database, described data and message management module comprise data acquisition assembly, data handling component, data receiver assembly, data and report assembly and message management assembly, and described database comprises data center and building basic condition storehouse, classification subitem energy consumption storehouse and energy consumption acquisition terminal raw data base.
A. described data acquisition assembly gathers various energy consumption terminal datas, and described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store;
B. described data handling component, from described energy consumption acquisition terminal raw data base, extract data, described data are carried out data check, packet parsing, normalization pre-service, split and calculate and the processing procedure such as data persistence, and reduced data is sent to described classification subitem energy consumption storehouse stores;
C. described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, merge arrangement packing and are uploaded to upper level data center;
D. described data receiver assembly, receives the energy consumption data that next stage data center sends, and completes after the verification of data legitimacy and authentication, is saved in data center at the corresponding levels and building basic condition storehouse;
E. described message management assembly, completes the demand of message between each module and different system;
F. described analysis display module extracts data from data center at the corresponding levels and building basic condition storehouse, carries out general analyzes and integration, by the mode of static form or dynamic chart, shows energy consumption data information;
G. described information service module, provides the service of building energy consumption monitoring information for building owner and the public;
H. described Back Administration Module, provides the maintenance of Back ground Information, speciality information and temporal information, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
Described data acquisition assembly gathers various energy consumption terminal datas, and described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store.Described various energy consumption terminal data comprises electric weight, water consumption, gas quantity, central heating heat consumption, central cooling consumption cold and other energy source use amounts (central hot water supply amount, coal, oil, regenerative resource etc.).Described data acquisition assembly can carry out incoming road verification to described energy consumption terminal data, and the legal data of can a large amount of concurrent processing sending from data acquisition unit, and the data forward of supported data collector.The input of described data acquisition assembly is mainly the energy consumption data that automated manner gathers, and to the data of manual type typing, (coal consumption, oil consumption etc.) can carry out data validity inspection simultaneously, avoids producing people for typing mistake.
Described data handling component, extracts data from described energy consumption acquisition terminal raw data base, and described data are carried out data check, packet parsing, normalization pre-service, split the processing procedures such as calculating and data persistence; Described data handling component, acquisition time to data acquisition unit standardizes, and according to the energy model for situation structure of each energy consumption branches installation instrument, and according to splitting calculating with energy model to acquisition terminal raw data, obtain classification subitem energy consumption data, and reduced data is sent to described classification subitem energy consumption storehouse stores.Described data check comprises data packet format, packet information integrality, packet rs destination address, data acquisition time legitimacy, packet appointment building information matching etc.; It is the form that the raw data packets system of resolving to of the XML form receiving can be identified that described packet is resolved; Described normalization pre-service is the normalized of time format to data acquisition, frequency acquisition, measurement unit, for next step classification metering separate and analysis are prepared; Described fractionation is calculated, and is corresponding relation and relevant configuration file by energy branch road and subitem energy consumption according to corresponding building, and the energy consumption of these building is split to calculating; Described data persistence is forever to retain energy consumption data (original energy consumption data and classification subitem energy consumption data) to corresponding database.
Described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, and the data compression of described classification metering separate is XML packet, merges arrangement packing and is uploaded to upper level data center; Described data report assembly, mainly contain data extraction, data packing, data upload and receive the functions such as upper level data center feedback result.Described data receiver assembly, receives the energy consumption data that next stage data center sends, and completes after the verification of data legitimacy and authentication, is saved in data center at the corresponding levels and building basic condition storehouse; Described data receiver assembly, mainly contains that data receiver, data unpack, data check, data processing and the function such as storage, transmission and feedback result.
Described message management assembly, completes the demand of message between each module and different system; Described message comprises that system bulletin, data dictionary updating message and data upload the XML packet by compression between data center of message Deng， the superior and the subordinate with need and carry out message data exchange.
Described analysis display module extracts data from data center at the corresponding levels and building basic condition storehouse, can carry out pre-service to larger data volume, and carry out general analyzes and integration, by the mode of static form or dynamic chart, shows energy consumption data information;
Described information service module, provides the service of building energy consumption monitoring information for building owner and the public; Described building owner can authorize the information such as average energy consumption data of real-time original energy consumption data, classification subitem energy consumption data and the building of the same type of consulting this building in described information service module, and can derive corresponding energy consumption data information; The described public can recognize the building energy consumption monitoring information of data centers at different levels issue on internet site.
Described Back Administration Module, provides the maintenance of Back ground Information, speciality information and temporal information, comprises user and organizes the functions such as maintenance, user's maintenance, empowerment management, Authority Verification, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
As shown in Figure 2, the building energy consumption information acquisition of the embodiment of the present invention, processing and analysis show that flow process is as follows:
Described data acquisition assembly, the real time energy consumption data that data acquisition unit is provided, carry out device configuration file coupling, generate corresponding original energy consumption data, and are stored in energy consumption acquisition terminal raw data base; Described data handling component, from described energy consumption acquisition terminal raw data base, extracts described original energy consumption data, and carries out branch road message file coupling, generates corresponding classification subitem energy consumption data, and is stored in classification subitem energy consumption storehouse; Described analysis display module, from described classification subitem energy consumption storehouse, extracts described classification subitem energy consumption data, generates static form or dynamic icon, is illustrated on the Web page, and is stored in data center and building basic condition storehouse.
As shown in Figure 3, the building energy consumption information transmission process of the embodiment of the present invention is as follows:
In building energy consumption data message transmission flow: start by set date data packing program, from described classification subitem energy consumption data storehouse, extract the data that need to report, according to interface standard, be packaged into the packet of XML form, and carry out data packet compressing, record Operation Log; To upper level data center, send handshaking information, state connects.If connect unsuccessfully, again initiate to connect.Record Operation Log.Call the data receiver network service (Web Services) of upper level data center, based on SOAP host-host protocol, the XML Packet Generation after compression is gone out.Transmission failure as caused because of network failure or the reason such as busy, regularly resends, until send successfully.Record Operation Log.
Building energy consumption data message receives in flow process: described data receive mode is passive reception, and Adoption Network service (Web Service) technology realizes, based on SOAP host-host protocol.To next stage data center, return to the message that receives success or not.After receiving successfully, packet is decompressed, be reduced to the XML packet of standard format.Record Operation Log.And the XML packet receiving is carried out to data layout verification and data content verification.Verification failure finishes this data receiver operation, record Operation Log, the laggard row data processing of verification succeeds, the building energy consumption information XML data of uploading are resolved, and the data after resolving are stored to corresponding database, and calling data analytic function carries out statistical study to uploading data, generated data warehouse record.Generating run daily record.And described data and annex are backed up, record Operation Log.
Generally speaking; above-described embodiment is preferably embodiment of the present invention; but embodiments of the present invention are not restricted to the described embodiments; other are any does not deviate from change, the modification done under Spirit Essence principle of the present invention, substitute, combination, simplify; all should be equivalent substitute mode, within being included in protection scope of the present invention.
Claims (9)
1. a building energy consumption monitoring software system and implementation method, it is characterized in that: comprise data and message management module, analyze display module, information service module, Back Administration Module and database, described data and message management module comprise data acquisition assembly, data handling component, data receiver assembly, data and report assembly and message management assembly, and described database comprises data center and building basic condition storehouse, classification subitem energy consumption storehouse and energy consumption acquisition terminal raw data base.
A. described data acquisition assembly gathers various energy consumption terminal datas, and described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store;
B. described data handling component, from described energy consumption acquisition terminal raw data base, extract data, described data are carried out data check, packet parsing, normalization pre-service, split and calculate and the processing procedure such as data persistence, and reduced data is sent to described classification subitem energy consumption storehouse stores;
C. described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, merge arrangement packing and are uploaded to upper level data center;
D. described data receiver assembly, receives the energy consumption data that next stage data center sends, and completes after the verification of data legitimacy and authentication, is saved in data center at the corresponding levels and building basic condition storehouse;
E. described message management assembly, completes the demand of message between each module and different system;
F. described analysis display module extracts data from data center at the corresponding levels and building basic condition storehouse, carries out general analyzes and integration, by the mode of static form or dynamic chart, shows energy consumption data information;
G. described information service module, provides the service of building energy consumption monitoring information for building owner and the public;
H. described Back Administration Module, provides the maintenance of Back ground Information, speciality information and temporal information, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
2. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described data acquisition assembly gathers various energy consumption terminal datas, described energy consumption terminal data is carried out to asynchronous process, and the described data of asynchronous process are sent to described energy consumption acquisition terminal raw data base store.Described various energy consumption terminal data comprises electric weight, water consumption, gas quantity, central heating heat consumption, central cooling consumption cold and other energy source use amounts (central hot water supply amount, coal, oil, regenerative resource etc.).Described data acquisition assembly can carry out incoming road verification to described energy consumption terminal data, and the legal data of can a large amount of concurrent processing sending from data acquisition unit.
3. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described data handling component, from described energy consumption acquisition terminal raw data base, extract data, described data are carried out data check, packet parsing, normalization pre-service, split the processing procedures such as calculating and data persistence; Described data handling component, acquisition time to data acquisition unit standardizes, and according to the energy model for situation structure of each energy consumption branches installation instrument, and according to splitting calculating with energy model to acquisition terminal raw data, obtain classification subitem energy consumption data, and reduced data is sent to described classification subitem energy consumption storehouse stores.
4. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described data report assembly, from described classification subitem energy consumption storehouse, extract classification metering separate data, the data compression of described classification metering separate is XML packet, merges arrangement packing and is uploaded to upper level data center; Described data report assembly, mainly contain data extraction, data packing, data upload and receive the functions such as upper level data center feedback result.
5. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described data receiver assembly, receive the energy consumption data that next stage data center sends, complete after the verification of data legitimacy and authentication, be saved in data center at the corresponding levels and building basic condition storehouse; Described data receiver assembly, mainly contains that data receiver, data unpack, data check, data processing and the function such as storage, transmission and feedback result.
6. a kind of building energy consumption monitoring software system and implementation method according to claim 1, is characterized in that: described message management assembly, completes the demand of message between each module and different system; Described message comprises that system bulletin, data dictionary updating message and data upload the XML packet by compression between data center of message Deng， the superior and the subordinate with need and carry out message data exchange.
7. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described analysis display module, from data center at the corresponding levels and building basic condition storehouse, extract data, can carry out pre-service to larger data volume, and carry out general analyzes and integration, by the mode of static form or dynamic chart, show energy consumption data information;
8. a kind of building energy consumption monitoring software system and implementation method according to claim 1, is characterized in that: described information service module, for building owner and the public provide the service of building energy consumption monitoring information; Described building owner can authorize the information such as average energy consumption data of real-time original energy consumption data, classification subitem energy consumption data and the building of the same type of consulting this building in described information service module, and can derive corresponding energy consumption data information; The described public can recognize the building energy consumption monitoring information of data centers at different levels issue on internet site.
9. a kind of building energy consumption monitoring software system and implementation method according to claim 1, it is characterized in that: described Back Administration Module, the maintenance of Back ground Information, speciality information and temporal information is provided, comprise user and organize the functions such as maintenance, user's maintenance, empowerment management, Authority Verification, and whole energy-consumption monitoring system is carried out to Real-Time Monitoring.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210229771.9A CN103530825A (en) | 2012-07-04 | 2012-07-04 | Building energy consumption monitoring software system and realization method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201210229771.9A CN103530825A (en) | 2012-07-04 | 2012-07-04 | Building energy consumption monitoring software system and realization method |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN103530825A true CN103530825A (en) | 2014-01-22 |
Family
ID=49932809
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201210229771.9A Pending CN103530825A (en) | 2012-07-04 | 2012-07-04 | Building energy consumption monitoring software system and realization method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN103530825A (en) |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104199961A (en) * | 2014-09-19 | 2014-12-10 | 北京建筑技术发展有限责任公司 | Data mining based public building energy consumption monitoring platform data processing method |
| CN104992288A (en) * | 2015-07-01 | 2015-10-21 | 上海众材工程检测有限公司 | Building energy consumption monitoring information system |
| CN105405071A (en) * | 2015-12-04 | 2016-03-16 | 国网浙江省电力公司 | Method for constructing unified data model for enterprise |
| CN105631606A (en) * | 2016-01-26 | 2016-06-01 | 济南大陆机电股份有限公司 | Energy data management system and energy data management method based on energy metering network diagram |
| CN105701738A (en) * | 2016-03-30 | 2016-06-22 | 上海上实龙创智慧能源科技股份有限公司 | Area architectural energy consumption platform data acquisition processing method and device for realizing same |
| CN107368606A (en) * | 2017-07-31 | 2017-11-21 | 北京中科金马科技股份有限公司 | Data classification method, device and data sorting system |
| CN107369122A (en) * | 2017-08-18 | 2017-11-21 | 潘金文 | A kind of efficient Building Energy Analysis system |
| CN107404483A (en) * | 2017-07-31 | 2017-11-28 | 北京中科金马科技股份有限公司 | Data processing method, device and data collecting system |
| CN107590022A (en) * | 2016-07-08 | 2018-01-16 | 上海东方延华节能技术服务股份有限公司 | A kind of instrument to collect data recovery method for building energy consumption metering separate |
| CN107742157A (en) * | 2017-08-25 | 2018-02-27 | 东莞市智物信息科技有限公司 | A kind of data collecting system and method |
| CN108510104A (en) * | 2018-03-02 | 2018-09-07 | 东南大学 | Building Energy Analysis based on cloud computing and optimizing operation method |
| CN108712452A (en) * | 2018-08-03 | 2018-10-26 | 苏州市建筑科学研究院集团股份有限公司 | Integrated performance index monitors corollary equipment and its implementer's method |
| CN109376941A (en) * | 2018-11-03 | 2019-02-22 | 中国建筑上海设计研究院有限公司 | Energy simulation and optimization method based on artificial neural network and BIM |
| CN110285855A (en) * | 2019-06-28 | 2019-09-27 | 江苏建筑职业技术学院 | Region building energy consumption monitoring method |
| CN111157787A (en) * | 2019-12-27 | 2020-05-15 | 重庆图广盛科技有限公司 | Building electric energy monitoring system |
| CN111182054A (en) * | 2019-12-27 | 2020-05-19 | 重庆图广盛科技有限公司 | Building energy consumption data monitoring system |
| CN111429040A (en) * | 2020-04-27 | 2020-07-17 | 西安建筑科技大学 | Optimized deployment method for metering equipment of building energy consumption detection system |
| CN111968356A (en) * | 2020-08-11 | 2020-11-20 | 重庆电子工程职业学院 | Intelligent building energy consumption monitoring system and method |
| CN112784208A (en) * | 2021-01-19 | 2021-05-11 | 深圳市紫衡技术有限公司 | Building energy consumption calculation method and system, electronic equipment and storage medium |
| CN113852676A (en) * | 2021-09-14 | 2021-12-28 | 交通运输部北海航海保障中心天津海事测绘中心 | Maritime hydrology information monitoring service system |
| CN115766280A (en) * | 2022-12-02 | 2023-03-07 | 广州市汇源通信建设监理有限公司 | Building data analysis method and system |
-
2012
- 2012-07-04 CN CN201210229771.9A patent/CN103530825A/en active Pending
Cited By (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104199961A (en) * | 2014-09-19 | 2014-12-10 | 北京建筑技术发展有限责任公司 | Data mining based public building energy consumption monitoring platform data processing method |
| CN104992288A (en) * | 2015-07-01 | 2015-10-21 | 上海众材工程检测有限公司 | Building energy consumption monitoring information system |
| CN105405071A (en) * | 2015-12-04 | 2016-03-16 | 国网浙江省电力公司 | Method for constructing unified data model for enterprise |
| CN105631606A (en) * | 2016-01-26 | 2016-06-01 | 济南大陆机电股份有限公司 | Energy data management system and energy data management method based on energy metering network diagram |
| CN105701738A (en) * | 2016-03-30 | 2016-06-22 | 上海上实龙创智慧能源科技股份有限公司 | Area architectural energy consumption platform data acquisition processing method and device for realizing same |
| CN107590022A (en) * | 2016-07-08 | 2018-01-16 | 上海东方延华节能技术服务股份有限公司 | A kind of instrument to collect data recovery method for building energy consumption metering separate |
| CN107368606A (en) * | 2017-07-31 | 2017-11-21 | 北京中科金马科技股份有限公司 | Data classification method, device and data sorting system |
| CN107404483A (en) * | 2017-07-31 | 2017-11-28 | 北京中科金马科技股份有限公司 | Data processing method, device and data collecting system |
| CN107369122A (en) * | 2017-08-18 | 2017-11-21 | 潘金文 | A kind of efficient Building Energy Analysis system |
| CN107742157A (en) * | 2017-08-25 | 2018-02-27 | 东莞市智物信息科技有限公司 | A kind of data collecting system and method |
| CN108510104A (en) * | 2018-03-02 | 2018-09-07 | 东南大学 | Building Energy Analysis based on cloud computing and optimizing operation method |
| CN108510104B (en) * | 2018-03-02 | 2021-06-25 | 东南大学 | Building energy consumption analysis and optimized operation method based on cloud computing |
| CN108712452A (en) * | 2018-08-03 | 2018-10-26 | 苏州市建筑科学研究院集团股份有限公司 | Integrated performance index monitors corollary equipment and its implementer's method |
| CN109376941A (en) * | 2018-11-03 | 2019-02-22 | 中国建筑上海设计研究院有限公司 | Energy simulation and optimization method based on artificial neural network and BIM |
| CN110285855A (en) * | 2019-06-28 | 2019-09-27 | 江苏建筑职业技术学院 | Region building energy consumption monitoring method |
| CN111157787A (en) * | 2019-12-27 | 2020-05-15 | 重庆图广盛科技有限公司 | Building electric energy monitoring system |
| CN111182054A (en) * | 2019-12-27 | 2020-05-19 | 重庆图广盛科技有限公司 | Building energy consumption data monitoring system |
| CN111429040A (en) * | 2020-04-27 | 2020-07-17 | 西安建筑科技大学 | Optimized deployment method for metering equipment of building energy consumption detection system |
| CN111429040B (en) * | 2020-04-27 | 2022-06-21 | 西安建筑科技大学 | Optimized deployment method for metering equipment of building energy consumption detection system |
| CN111968356A (en) * | 2020-08-11 | 2020-11-20 | 重庆电子工程职业学院 | Intelligent building energy consumption monitoring system and method |
| CN112784208A (en) * | 2021-01-19 | 2021-05-11 | 深圳市紫衡技术有限公司 | Building energy consumption calculation method and system, electronic equipment and storage medium |
| CN112784208B (en) * | 2021-01-19 | 2023-08-15 | 深圳市紫衡技术有限公司 | Building energy consumption calculation method, system, electronic equipment and storage medium |
| CN113852676A (en) * | 2021-09-14 | 2021-12-28 | 交通运输部北海航海保障中心天津海事测绘中心 | Maritime hydrology information monitoring service system |
| CN115766280A (en) * | 2022-12-02 | 2023-03-07 | 广州市汇源通信建设监理有限公司 | Building data analysis method and system |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN103530825A (en) | Building energy consumption monitoring software system and realization method | |
| CN103530354B (en) | geographic information data fusion system | |
| CN106203890B (en) | Battalion's auxiliary tone integration data modeling method based on CIM | |
| CN112698953A (en) | Power grid intelligent operation and detection platform based on micro-service | |
| CN106781455A (en) | A kind of region Expressway Information system based on cloud computing | |
| CN103771211A (en) | Elevator monitoring system based on Internet of Things | |
| CN105574640A (en) | Method for constructing unified and comprehensive management platform of application | |
| CN105373971A (en) | Method of building energy efficiency management on the basis of big data | |
| CN102518553A (en) | Remote real-time monitoring system used for wind power station group | |
| CN102332120A (en) | Power intelligent business hall management system | |
| CN102800033A (en) | Distribution production and marketing business integration system | |
| CN102938770A (en) | Method for realizing uniform interface for multi-protocol messages and related device and system | |
| CN114281790B (en) | Multi-type load resource aggregator access system and method | |
| CN101354577A (en) | Solar power station remote wireless monitoring method | |
| CN114446037A (en) | Carbon emission monitoring system and method based on Internet of things technology | |
| CN103051055A (en) | Convergence controller | |
| KR101074472B1 (en) | System for test-bed in integrated electricity | |
| CN105681460A (en) | Intelligent fuel gas device information collection method based on WeChat | |
| CN104104146A (en) | Large power grid transformation equipment online monitoring data model establishing method | |
| CN104883378A (en) | Electric appliance equipment state information inquiry method and system, and social network server | |
| CN106301893A (en) | The information interacting method safeguarded for BTS management and system | |
| CN210924670U (en) | Electromechanical construction management system based on BIM | |
| CN202637378U (en) | Coin-feed type massage chair | |
| CN102254101B (en) | Intelligent cloud analyzing system of power gird system and data analyzing method thereof | |
| CN102594889B (en) | Data-call-based data synchronization and analysis system |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| DD01 | Delivery of document by public notice |
Addressee: The energy-conservation science service of Guangzhou Kechuang company limited Document name: Notification that Application Deemed to be Withdrawn |
|
| C02 | Deemed withdrawal of patent application after publication (patent law 2001) | ||
| WD01 | Invention patent application deemed withdrawn after publication |
Application publication date: 20140122 |