CN102867276A - Interactive control method based on electric power operational system - Google Patents
Interactive control method based on electric power operational system Download PDFInfo
- Publication number
- CN102867276A CN102867276A CN2012102894917A CN201210289491A CN102867276A CN 102867276 A CN102867276 A CN 102867276A CN 2012102894917 A CN2012102894917 A CN 2012102894917A CN 201210289491 A CN201210289491 A CN 201210289491A CN 102867276 A CN102867276 A CN 102867276A
- Authority
- CN
- China
- Prior art keywords
- automatically
- voice
- main control
- recognition result
- interactive control
- 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.)
- Granted
Links
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
- Supply And Distribution Of Alternating Current (AREA)
- Telephonic Communication Services (AREA)
Abstract
The invention relates to an interactive control method based on an electric power operational system. The interactive control method comprises the following steps: (1) a system control host establishes a voice keyword database; (2) the system control host acquires voice data of operators through voice input equipment and identifies voice keywords in the voice data; and (3) the system control host is connected with the corresponding operational system according to the voice keywords and automatically searching the operational system to realize interactive control functions. The interactive control method is reasonable in design, the voice data and voice semantics of operators can be automatically identified by a voice recognition method, the method has the characteristic of high level of intelligence, the response speed of the system to the personnel operation is improved, the personnel more conveniently operate, the work load and the work pressure of the operators of electric power systems are greatly reduced, the operation time is saved, and the safe and stable operation and the power supply of power grids are ensured to the greatest extent.
Description
Technical field
The invention belongs to the power scheduling technical field, especially a kind of Interactive control method based on the power business system.
Background technology
The electric system figure is in large scale, complex structure, all kinds of number of elements are numerous, when the power dispatcher receives accident report or analyzes electrical network, need to click the mode that enters by catalogue step by step and check grid graph, the Search and Orientation figure is very difficult, has disperseed the yardman to process the notice of problem.Graphical interfaces is as presentation layer and operation user interactions, each application product all and graphical association, also affected the operating efficiency of other system in the time of the figure location difficulty, it is very important therefore carrying out accurate figure location, present exchange method in the urgent need to a kind of Quick positioning map shape.
In addition, automatic record process when the power dispatcher carries out quick accident treatment has stayed hidden danger for follow-up electric grid operating.Can operating personnel locate equipment fast, carry out correct operative relationship to the accident of electric system respond fast, the device security of electrical network and operating personnel's personal safety, in case operating efficiency is not high, can not finish emergency in setting time, have influence on the safety of electrical network.
Summary of the invention
The object of the invention is to overcome the deficiencies in the prior art, provide that a kind of intelligent degree is high, fast response time, be convenient to the Interactive control method based on the power business system of yardman's operation.
The present invention solves its technical matters and takes following technical scheme to realize:
A kind of Interactive control method based on the power business system may further comprise the steps:
⑴ system main control system is set up the voiced keyword database;
⑵ system main control system is identified the voiced keyword in the speech data by voice recording device acquisition operations personnel's speech data;
⑶ system main control system is connected to corresponding operation system according to voiced keyword, automatically transfers operation system and realizes function of interaction control.
And, comprise the steps: also behind the described step ⑶ that system's main control system is recorded in the speech data that gathers and the word content that converts in the similar network operation diary service system automatically.
And the function of interaction control of described step ⑶ comprises graphical interfaces function of interaction control and the electric power operation ticket interface alternation control function of electric system.
And, the method that described step ⑴ sets up the voiced keyword database is: system's main control system is by the data of EMS own, the svg file that EMS derives, the g file, the cim file, the cime file, information in the information that the EMS bus is obtained and other electric system files, extract key word, automatically set up the speech recognition Keyword List, again by manually setting up configuration file or configuration database, different configurations is adopted in different regions, by configuration electric power term, then according to the Keyword List of automatically setting up, human configuration, the corresponding relation of corresponding operating is set up the voiced keyword database.
And, the method of described step ⑵ acquisition operations personnel's speech data is: system's main control system gathers the waveform of speech data, according to the amplitude size of waveform and the frequency data of waveform, the filtering noise data, system's main control system automatic decision voice begin and finish, automatically with speech data staging treating on request.
And described voiced keyword is the voiced keyword of mandarin, or the voiced keyword of dialect.
And, the method of the voiced keyword in the described step ⑵ identification speech data is: carry out the identification of corresponding precision for the acceptance level of keyword recognition according to the electric system user, search for everyone during identification for the generic features of power system operation term voice, identify coupling universal phonetic feature, and then identify any electric power personnel's term voice and arbitrarily accent.
And, during literal is different if described step ⑶ voiced keyword is that pronunciation is identical key word, on the screen of system's main control system automatic spring according to the selective listing according to priority ordering that analyzes, professional accordingly for user selection.
And it is by calling the service bus interface of electric system EMS that described step ⑶ is connected to corresponding operation system according to voiced keyword, perhaps the disclosed Interface realization of other programs.
And, in step ⑶, if the recognition result of voiced keyword is that the figure of power system form and name of graphical interfaces claims, when line name, other device names, system's main control system finds the file at corresponding equipment place in the voiced keyword database according to title, automatically open the graph of a correspondence file, in figure, navigate to corresponding equipment; On EMS or other figures, when recognition result was equipment operating, system's main control system was selected operate automatically.
And, in step ⑶, if the recognition result of voiced keyword is the electric power operation ticket when comprehensively making, system's main control system automatically is converted to comprehensive order item by item the equipment operating order or is automatically converted to the comprehensive command context that meets the power system device operation according to the electric power topological analysis; Recognition result is listed the operation order under the various states when listing operation order automatically; When recognition result is the search operation ticket, search for the operation order of various conditions; Be tabulation sequence number or numbering at the list state recognition result, automatically open corresponding operation order; When being operating unit, editing operation ticket state recognition result automatically selects operating unit; When recognition result is the operation order content, by the automatic compilation operation order of voice identification result; Recognition result carries out the operation order preview automatically when being the operation order preview; Automatically carrying out the adjustment mode when recognition result is the adjustment mode operates; Recognition result is transferred relevant rules viewing content when checking corresponding rules automatically.
And in step ⑶, if when transferring the operation system realization function of interaction control of electric system, the picture function controlled in the device type that the use voice selecting will be drawn, the equipment group content realization voice of selecting to draw.
Advantage of the present invention and beneficial effect are:
The present invention is by setting up the voiced keyword database, adopt the automatic identifying operation personnel's of audio recognition method speech data and voice semanteme and carry out corresponding business function, have the high characteristics of intelligent degree, improved the response speed of system for personnel operation, so that personnel operation is convenient, greatly alleviate power system operation personnel's workload and working pressure, save the running time, guarantee to greatest extent power network safety operation and electric power supply.
Embodiment
Below the present invention is further described.
A kind of Interactive control method based on the power business system, be based on and realize in the Interactive control system of electric system figure, this Interactive control system is made of system's main control system and voice typing equipment connection, wherein, the voice recording device can be the MIC of computing machine, also can be telephone set or other voice recording devices that links to each other with computing machine, system's main control system obtains staff's speech data by the voice recording device, system's main control system carries out speech recognition, semantic identification and carries out corresponding business function speech data.System's main control system can be integrated in whole business functions on the computing machine as required, also speech recognition business, semantic identification services can be placed on respectively on the different computing machines and by network to connect the corresponding business function of realization.
A kind of Interactive control method based on the power business system may further comprise the steps:
1, system's main control system is set up the voiced keyword database.
In this step, system's main control system presets the speech data of order by related all of voice recording device typing electric system, generates voiced keyword and sets up the voiced keyword database according to the corresponding relation of itself and corresponding operating.This voiced keyword both can be the voiced keyword of mandarin, also can be the voiced keyword of dialect.
In this step, the method of setting up the voiced keyword database is: system's main control system is by the data of EMS own, the svg file that EMS derives, the g file, the cim file, the cime file, information in the information that the EMS bus is obtained and other electric system files, extract key word, automatically set up the speech recognition Keyword List, again by manually setting up configuration file or configuration database, different configurations is adopted in different regions, by configuration electric power term, then according to the Keyword List of automatically setting up, human configuration, the corresponding relation of corresponding operating is set up the voiced keyword database.
2, system's main control system is by voice recording device acquisition operations personnel's speech data, by the voiced keyword that comprises in the audio recognition method identification speech data.
In this step, operating personnel only need normally as at ordinary times speak continuously, system's main control system is by the automatic acquisition operations personnel's of voice recording device speech data, then adopt audio recognition method and voice and semanteme by comprising in the voiced keyword database identification speech data according to speech data, thereby reach voiced keyword.
The method of acquisition operations personnel's speech data is: system's main control system gathers the waveform of speech data, according to the amplitude size of waveform and the frequency data of waveform, the filtering noise data, system's main control system automatic decision voice begin and finish, automatically with speech data staging treating on request.
The method of the voiced keyword in the identification speech data is: preset key word by setting, literal when in short beginning by arranging, the agreement user necessarily says a kind of in a collection of word content that presets Speech Record is fashionable, is used for improving the accuracy rate of speech recognition; Find simultaneously everyone for the generic features of power system operation term voice, identify coupling universal phonetic feature, identify any electric power personnel's term voice and arbitrarily accent.
3, system's main control system root voiced keyword is connected to the graphical interfaces realization function of interaction control that corresponding operation system is transferred electric system automatically, and this function of interaction control comprises graphical interfaces function of interaction control and the control electric power operation ticket function of interaction control of transferring electric system.
In this step, when being connected to corresponding operation system according to voiced keyword, by calling the service bus interface of electric system EMS, perhaps the disclosed interface of other programs has the program of interface to operate to electric system EMS program or other; By the electric system user being set for the acceptance level of keyword recognition, be configured the strict degree of accuracy of detection.Simultaneously by whether detecting phonetically similar word, when running into identical but the key word that literal is different of pronunciation, then on the screen of system's main control system automatic spring according to the selective listing according to priority ordering that analyzes, professional accordingly for user selection.When adopting voice to control the picture operation, the device type that the use voice selecting will be drawn, the equipment group content of selecting picture.
The corresponding service system comprises graphical interface system and the control electric power operation ticket intersection control routine of electric system.When the recognition result of the voiced keyword of step ⑵ is that the figure of power system form and name claims, when line name, other device names, system's main control system finds the file at corresponding equipment place in database according to title, automatically open the graph of a correspondence file, in figure, navigate to corresponding equipment; On EMS or other figures, when recognition result was equipment operating, system's main control system was selected operate automatically;
When the recognition result of step ⑵ voiced keyword comprehensively made for the electric power operation ticket of controlling electric power operation ticket program, system's main control system can automatically be converted to comprehensive order item by item the equipment operating order or be automatically converted to the comprehensive command context that meets the power system device operation according to the electric power topological analysis; Recognition result is the operation order of automatically listing when listing operation order under the various states, when recognition result is the search operation ticket, searches for the operation order of various conditions; Be tabulation sequence number or numbering at the list state recognition result, automatically open corresponding operation order; When being operating unit, editing operation ticket state recognition result automatically selects operating unit; When recognition result is the operation order content, by the automatic compilation operation order of voice identification result; Recognition result carries out the operation order preview automatically when being the operation order preview; Automatically carrying out the adjustment mode when recognition result is the adjustment mode operates; Recognition result is automatically transferred relevant rules and the content such as is checked when checking corresponding rules.
4, system's main control system is recorded in the speech data that gathers and the word content that converts in the similar network operation diary service system automatically.
This step can be carried out record with the process that system's main control system is processed automatically by gathering speech data and converting thereof into literal, complete documentation processing procedure when the power dispatcher carries out quick accident treatment, for the analysis and solve problem provides the most original data, avoid having stayed hidden danger to follow-up electric grid operating.
It is emphasized that; embodiment of the present invention is illustrative; rather than determinate; therefore the present invention includes and be not limited to the embodiment described in the embodiment; every other embodiments that drawn by those skilled in the art's technical scheme according to the present invention belong to the scope of protection of the invention equally.
Claims (12)
1. Interactive control method based on the power business system is characterized in that: may further comprise the steps:
⑴ system main control system is set up the voiced keyword database;
⑵ system main control system is identified the voiced keyword in the speech data by voice recording device acquisition operations personnel's speech data;
⑶ system main control system is connected to corresponding operation system according to voiced keyword, automatically transfers operation system and realizes function of interaction control.
2. the Interactive control method based on the power business system according to claim 1 is characterized in that: comprise the steps: also behind the described step ⑶ that system's main control system is recorded in the speech data that gathers and the word content that converts in the similar network operation diary service system automatically.
3. the Interactive control method based on the power business system according to claim 1, it is characterized in that: the function of interaction control of described step ⑶ comprises graphical interfaces function of interaction control and the electric power operation ticket interface alternation control function of electric system.
4. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: the method that described step ⑴ sets up the voiced keyword database is: system's main control system is by the data of EMS own, the svg file that EMS derives, the g file, the cim file, the cime file, information in the information that the EMS bus is obtained and other electric system files, extract key word, automatically set up the speech recognition Keyword List, again by manually setting up configuration file or configuration database, different configurations is adopted in different regions, by configuration electric power term, then according to the Keyword List of automatically setting up, human configuration, the corresponding relation of corresponding operating is set up the voiced keyword database.
5. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: the method for described step ⑵ acquisition operations personnel's speech data is: system's main control system gathers the waveform of speech data, according to the amplitude size of waveform and the frequency data of waveform, the filtering noise data, system's main control system automatic decision voice begin and finish, automatically with speech data staging treating on request.
6. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: described voiced keyword is the voiced keyword of mandarin, or the voiced keyword of dialect.
7. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: the method for the voiced keyword in the described step ⑵ identification speech data is: carry out the identification of corresponding precision for the acceptance level of keyword recognition according to the electric system user, search for everyone during identification for the generic features of power system operation term voice, identify coupling universal phonetic feature, and then identify any electric power personnel's term voice and arbitrarily accent.
8. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: during literal is different if described step ⑶ voiced keyword is that pronunciation is identical key word, automatic spring supplies user selection professional accordingly according to the selective listing according to priority ordering that analyzes on the screen of system's main control system.
9. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: it is by calling the service bus interface of electric system EMS that described step ⑶ is connected to corresponding operation system according to voiced keyword, perhaps the disclosed Interface realization of other programs.
10. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: in step ⑶, if the recognition result of voiced keyword is that the figure of power system form and name of graphical interfaces claims, when line name, other device names, system's main control system finds the file at corresponding equipment place in the voiced keyword database according to title, automatically open the graph of a correspondence file, in figure, navigate to corresponding equipment; On EMS or other figures, when recognition result was equipment operating, system's main control system was selected operate automatically.
11. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: in step ⑶, if the recognition result of voiced keyword is the electric power operation ticket when comprehensively making, system's main control system automatically is converted to comprehensive order item by item the equipment operating order or is automatically converted to the comprehensive command context that meets the power system device operation according to the electric power topological analysis; Recognition result is listed the operation order under the various states when listing operation order automatically; When recognition result is the search operation ticket, search for the operation order of various conditions; Be tabulation sequence number or numbering at the list state recognition result, automatically open corresponding operation order; When being operating unit, editing operation ticket state recognition result automatically selects operating unit; When recognition result is the operation order content, by the automatic compilation operation order of voice identification result; Recognition result carries out the operation order preview automatically when being the operation order preview; Automatically carrying out the adjustment mode when recognition result is the adjustment mode operates; Recognition result is transferred relevant rules viewing content when checking corresponding rules automatically.
12. according to claim 1 and 2 or 3 described Interactive control methods based on the power business system, it is characterized in that: in step ⑶, if when transferring the operation system realization function of interaction control of electric system, the picture function controlled in the device type that the use voice selecting will be drawn, the equipment group content realization voice of selecting to draw.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210289491.7A CN102867276B (en) | 2012-08-14 | 2012-08-14 | Based on the Interactive control method of power business system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201210289491.7A CN102867276B (en) | 2012-08-14 | 2012-08-14 | Based on the Interactive control method of power business system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN102867276A true CN102867276A (en) | 2013-01-09 |
CN102867276B CN102867276B (en) | 2015-10-28 |
Family
ID=47446136
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201210289491.7A Active CN102867276B (en) | 2012-08-14 | 2012-08-14 | Based on the Interactive control method of power business system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN102867276B (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103152244A (en) * | 2013-01-30 | 2013-06-12 | 歌尔声学股份有限公司 | Communication method, device and communication system of controlling real-time communication platform |
CN104239043A (en) * | 2014-09-04 | 2014-12-24 | 百度在线网络技术(北京)有限公司 | Instruction execution method and device |
CN104969288A (en) * | 2013-01-04 | 2015-10-07 | 谷歌公司 | Methods and systems for providing speech recognition systems based on speech recordings logs |
CN107368541A (en) * | 2017-06-27 | 2017-11-21 | 国网浙江省电力公司宁波供电公司 | A kind of parsing and proofreading method based on regulation and control atypia data |
CN108447475A (en) * | 2018-03-02 | 2018-08-24 | 国家电网公司华中分部 | A kind of method for building up of the speech recognition modeling based on electric power dispatching system |
CN109190775A (en) * | 2018-09-05 | 2019-01-11 | 南方电网科学研究院有限责任公司 | A kind of intelligence operation management equipment and operation management method |
CN109213777A (en) * | 2017-06-29 | 2019-01-15 | 杭州九阳小家电有限公司 | A kind of voice-based recipe processing method and system |
CN110619876A (en) * | 2019-09-26 | 2019-12-27 | 山东鲁能软件技术有限公司 | Voice processing method and device based on power transmission mobile application |
CN111048080A (en) * | 2019-11-22 | 2020-04-21 | 广东电网有限责任公司 | Intelligent dispatching command system based on voice recognition technology |
CN111179928A (en) * | 2019-12-30 | 2020-05-19 | 上海欣能信息科技发展有限公司 | Intelligent control method for power transformation and distribution station based on voice interaction |
CN111755001A (en) * | 2020-05-07 | 2020-10-09 | 国网山东省电力公司信息通信公司 | Artificial intelligence-based power grid rapid dispatching and commanding system and method |
CN112507945A (en) * | 2020-12-18 | 2021-03-16 | 南方电网电力科技股份有限公司 | Method and device for managing and controlling behavior of operator, electronic equipment and storage medium |
CN113128228A (en) * | 2021-04-07 | 2021-07-16 | 北京大学深圳研究院 | Voice instruction recognition method and device, electronic equipment and storage medium |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101599270A (en) * | 2008-06-02 | 2009-12-09 | 海尔集团公司 | Voice server and voice control method |
CN101847406A (en) * | 2010-05-18 | 2010-09-29 | 中国农业大学 | Speech recognition query method and system |
CN101937693A (en) * | 2010-08-17 | 2011-01-05 | 深圳市子栋科技有限公司 | Video and audio playing method and system based on voice command |
KR101059813B1 (en) * | 2004-08-13 | 2011-08-26 | 삼성전자주식회사 | Electric equipment with voice recognition function and control method |
-
2012
- 2012-08-14 CN CN201210289491.7A patent/CN102867276B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
KR101059813B1 (en) * | 2004-08-13 | 2011-08-26 | 삼성전자주식회사 | Electric equipment with voice recognition function and control method |
CN101599270A (en) * | 2008-06-02 | 2009-12-09 | 海尔集团公司 | Voice server and voice control method |
CN101847406A (en) * | 2010-05-18 | 2010-09-29 | 中国农业大学 | Speech recognition query method and system |
CN101937693A (en) * | 2010-08-17 | 2011-01-05 | 深圳市子栋科技有限公司 | Video and audio playing method and system based on voice command |
Cited By (16)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104969288A (en) * | 2013-01-04 | 2015-10-07 | 谷歌公司 | Methods and systems for providing speech recognition systems based on speech recordings logs |
CN104969288B (en) * | 2013-01-04 | 2018-09-18 | 谷歌有限责任公司 | The method and system of voice recognition system is provided based on voice recording daily record |
CN103152244B (en) * | 2013-01-30 | 2015-12-02 | 歌尔声学股份有限公司 | A kind of method, device and communication system controlling immediate communication platform and communicate |
CN103152244A (en) * | 2013-01-30 | 2013-06-12 | 歌尔声学股份有限公司 | Communication method, device and communication system of controlling real-time communication platform |
CN104239043A (en) * | 2014-09-04 | 2014-12-24 | 百度在线网络技术(北京)有限公司 | Instruction execution method and device |
CN104239043B (en) * | 2014-09-04 | 2017-10-31 | 百度在线网络技术(北京)有限公司 | The execution method and apparatus of instruction |
CN107368541A (en) * | 2017-06-27 | 2017-11-21 | 国网浙江省电力公司宁波供电公司 | A kind of parsing and proofreading method based on regulation and control atypia data |
CN109213777A (en) * | 2017-06-29 | 2019-01-15 | 杭州九阳小家电有限公司 | A kind of voice-based recipe processing method and system |
CN108447475A (en) * | 2018-03-02 | 2018-08-24 | 国家电网公司华中分部 | A kind of method for building up of the speech recognition modeling based on electric power dispatching system |
CN109190775A (en) * | 2018-09-05 | 2019-01-11 | 南方电网科学研究院有限责任公司 | A kind of intelligence operation management equipment and operation management method |
CN110619876A (en) * | 2019-09-26 | 2019-12-27 | 山东鲁能软件技术有限公司 | Voice processing method and device based on power transmission mobile application |
CN111048080A (en) * | 2019-11-22 | 2020-04-21 | 广东电网有限责任公司 | Intelligent dispatching command system based on voice recognition technology |
CN111179928A (en) * | 2019-12-30 | 2020-05-19 | 上海欣能信息科技发展有限公司 | Intelligent control method for power transformation and distribution station based on voice interaction |
CN111755001A (en) * | 2020-05-07 | 2020-10-09 | 国网山东省电力公司信息通信公司 | Artificial intelligence-based power grid rapid dispatching and commanding system and method |
CN112507945A (en) * | 2020-12-18 | 2021-03-16 | 南方电网电力科技股份有限公司 | Method and device for managing and controlling behavior of operator, electronic equipment and storage medium |
CN113128228A (en) * | 2021-04-07 | 2021-07-16 | 北京大学深圳研究院 | Voice instruction recognition method and device, electronic equipment and storage medium |
Also Published As
Publication number | Publication date |
---|---|
CN102867276B (en) | 2015-10-28 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN102867276B (en) | Based on the Interactive control method of power business system | |
CN111326153A (en) | Power grid intelligent regulation and control auxiliary robot interaction method based on semantic understanding | |
CN104732974A (en) | Intelligent recording and recognizing system | |
CN111755001A (en) | Artificial intelligence-based power grid rapid dispatching and commanding system and method | |
CN102831894A (en) | Command processing method, command processing device and command processing system | |
CN103139623A (en) | Method for controlling intelligent television by using voice | |
CN205247194U (en) | Automatic control intelligent expert fault diagnostic | |
EP3040917B1 (en) | Speech recognition systems and methods for maintenance repair and overhaul | |
EP2897401B1 (en) | Method and device for guaranteeing consistency of planning data | |
CN110647131A (en) | Five-character integration analysis method based on model | |
CN111832977A (en) | Maintenance application automatic ticketing method based on natural language parsing | |
US20230252978A1 (en) | Systems and methods of material compliance | |
CN113140219A (en) | Regulation and control instruction generation method and device, electronic equipment and storage medium | |
CN104008107A (en) | Implement method of knowledge base on operation and maintenance management | |
CN113157795A (en) | Power grid regulation and control operation multi-source data modeling and management system suitable for mobile application | |
CN111145742A (en) | Plan command execution method and system based on voice instruction | |
CN104216986B (en) | The device and method of pre-operation raising efficiency data query is carried out with the data update cycle | |
CN110991812A (en) | Power grid data management system based on natural language processing technology | |
CN103336741A (en) | Method and device for testing stability of operation system of power secondary system | |
CN103793321A (en) | Method and system for detecting application programs | |
KR101433506B1 (en) | Operation method of energy management system using an isolated language voice recognition | |
CN113140213A (en) | Application method of AI voice function in power distribution automation master station | |
CN111158653B (en) | SQL language-based integrated development and execution system for real-time computing program | |
CN104331426A (en) | Quick retrieving method of power system retriever based on browser | |
CN114204530A (en) | AR technology-based power grid equipment remote overhaul method and device |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C41 | Transfer of patent application or patent right or utility model | ||
TA01 | Transfer of patent application right |
Effective date of registration: 20150910 Address after: 100085, A, building 9, Ka Wah building, 809 3rd Street, Beijing, Haidian District Applicant after: Beijing Yongshang Powersoft Ltd. Address before: 300010, Tianjin Nankai District northwest corner of Fuli City, Tian Yue garden, 9-1-501 Applicant before: Yu Lin |
|
C14 | Grant of patent or utility model | ||
GR01 | Patent grant |