CN103327010A - Novel electric power statute clustering analysis method of fuzzy pattern recognition - Google Patents
Novel electric power statute clustering analysis method of fuzzy pattern recognition Download PDFInfo
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- CN103327010A CN103327010A CN2013102015242A CN201310201524A CN103327010A CN 103327010 A CN103327010 A CN 103327010A CN 2013102015242 A CN2013102015242 A CN 2013102015242A CN 201310201524 A CN201310201524 A CN 201310201524A CN 103327010 A CN103327010 A CN 103327010A
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- stipulations
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- electric power
- pattern recognition
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Abstract
The invention discloses a novel electric power statute clustering analysis method of fuzzy pattern recognition. Statutes are classified through the clustering analysis method and are finally output through conduction of communication and analysis different in mode according to the difference of condition code. According to the novel electric power statute clustering analysis method of the fuzzy pattern recognition, after transmitted statutes enter equipment, corresponding communication channels can be chosen according to different types, the statutes enter an analysis main center, in the main center, corresponding statute analysis is conducted on corresponding condition codes, and then different output is further conducted.
Description
Technical field
The present invention relates to the home intelligent power field, power information management devices technical field of structures.
Background technology
Fast development along with intelligent grid, the extensive use of technology of Internet of things, emerge various intelligent automatic devices on the market, these devices are widely used in large power grid control field, so that interconnected chance becomes more and more between the different manufacturers, dissimilar device.Being on the increase of these " chances " proposed more and more higher requirement to regular maintenance and the operational management of the power automatic system of large electrical network, and this is mainly manifested in following several aspect:
(1) the communication protocol complexity is various, and communication between devices connects and variety of issue occurs, and the power automation attendant depends merely on manual type and has been difficult to effectively address these problems, and assists this work of finishing in the urgent need to the instrument of a intelligent and high-efficiency.
(2) message of communication protocol all is the data that show with hexadecimal (or binary system), read these data messages bothers time-consuming very much, have a strong impact on the accident analysis location, need to have a stipulations electronic dictionary that the communication data message can be translated into Chinese character in the work, the personnel that maintain easily are to the in-depth analysis of communication data.
(3) in arbitrary link of large electrical network, generally relate to data acquisition, the reciprocal process of many producers, many stipulations: typical in the same transformer station, the producer of substation equipment is different, difference also appears unavoidably on to the understanding of same stipulations, these differences tend to bring inconvenience to transformer station's examination, need a can compatible each stipulations difference, and more how soon in the course of receiving, provide easily Accreditation Tool of speed.
(4) in the line service of power automatic system, tend to occur some and do not have regular fault, for these faults, only depending on the data analysis that obtains by main station system at present is to be difficult to find, also difficulty relatively aspect searching, so aly can monitor online for a long time channel data in the urgent need to having, event catches and searches fast, and monitored data carried out labor, explanation, effectively auxiliary fault is the instrument of investigation fast.
(5) in the current power automatic system, generally lack data sharing and conversion links, its key lacks the instrument of a double data route and stipulations translation function, and often a very little intellectuality is changed and just needed more change owner operational outfit.
Summary of the invention
The objective of the invention is, the communication protocol complexity is various, communication between devices connects and variety of issue occurs, and the power automation attendant depends merely on manual type and has been difficult to effectively address these problems, and assists this work of finishing in the urgent need to the instrument of a intelligent and high-efficiency.The present invention just is aimed at the difficult problem of communication protocol parsing stipulations is classified, and carries out different channels and selects the stipulations analysis mode of different characteristic code to realize corresponding stipulations parsing.
To achieve these goals, the invention provides following technical scheme:
A kind of electric power stipulations clustering method of novel Fuzzy Pattern Recognition, feature of the present invention be, by the method for cluster analysis stipulations are classified, and according to the condition code difference carry out the communication of different modes and resolve and the most at last stipulations export.
Schematic diagram is seen accompanying drawing 1, is provided with that communication channel is selected and the module such as resolves according to condition code.
Sample points according to projecting among certain in advance selected feature space n, then is divided into several subspace power according to the distribution situation of characteristic point with n feature space is divided into several mutually disjoint subspaces.The foundation of its division mainly is that similar sample is classified as a class, and the large sample area of difference is separated, and realizes the parsing of communication protocol.
The invention has the beneficial effects as follows: the communication protocol complexity that a kind of electric power stipulations clustering method of novel Fuzzy Pattern Recognition can solve communication protocol is various, communication between devices connects and variety of issue occurs, generally lack data sharing and conversion links, novelly can carry out effective combing to stipulations by this, communication protocol carries out according to the difference of type and character code that respective transmissions is resolved and output and successfully using.
Description of drawings
Fig. 1 is principle schematic of the present invention.
Embodiment
A kind of electric power stipulations clustering method of novel Fuzzy Pattern Recognition, the present invention classifies to stipulations by the method for cluster analysis, and according to the condition code difference carry out the communication of different modes and resolve and the most at last stipulations export.
Schematic diagram is seen accompanying drawing 1, is provided with that communication channel is selected and the module such as resolves according to condition code.
Sample points according to projecting among certain in advance selected feature space n, then is divided into several subspace power according to the distribution situation of characteristic point with n feature space is divided into several mutually disjoint subspaces.The foundation of its division mainly is that similar sample is classified as a class, and the large sample area of difference is separated, and realizes the parsing of communication protocol.
For example the present invention is applied on the protocol conversion device, realizes a series of links such as input, parsing, output of stipulations by using the method.
Carry out the collection to multiple stipulations in the protocol conversion device, the total class of stipulations that gathers is divided into mutually disjoint subspace with stipulations kind quasi-equal, resolve through various stipulations parsing modules, and convert a kind of specification mode to, and then export general unified stipulations.The stipulations converter device has been realized the stipulations of multiple types to the conversion of unified stipulations by a kind of electric power stipulations clustering method of novel Fuzzy Pattern Recognition, has realized the analytic uniform conversion of stipulations.
Claims (1)
1. the electric power stipulations clustering method of a novel Fuzzy Pattern Recognition is characterized in that, by the method for cluster analysis stipulations are classified, and according to the condition code difference carry out the communication of different modes and resolve and the most at last stipulations export.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN2013102015242A CN103327010A (en) | 2013-05-27 | 2013-05-27 | Novel electric power statute clustering analysis method of fuzzy pattern recognition |
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| Application Number | Priority Date | Filing Date | Title |
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| CN2013102015242A CN103327010A (en) | 2013-05-27 | 2013-05-27 | Novel electric power statute clustering analysis method of fuzzy pattern recognition |
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| CN103327010A true CN103327010A (en) | 2013-09-25 |
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| CN2013102015242A Pending CN103327010A (en) | 2013-05-27 | 2013-05-27 | Novel electric power statute clustering analysis method of fuzzy pattern recognition |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106375291A (en) * | 2016-08-30 | 2017-02-01 | 国网山东省电力公司阳信县供电公司 | Transformer substation troubleshooting system and method based on original message monitoring |
| CN114615344A (en) * | 2022-02-08 | 2022-06-10 | 广东智有盈能源技术有限公司 | Intelligent protocol conversion method and device for electric power instrument |
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| US20110224816A1 (en) * | 2010-03-12 | 2011-09-15 | Pereira Ana Maria Dias Madureira | Multi-agent system for distributed manufacturing scheduling with genetic algorithms and tabu search |
| CN102904343A (en) * | 2012-10-16 | 2013-01-30 | 贵州电力试验研究院 | State monitoring system and method based on distributed multi-agent system |
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Patent Citations (4)
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| CN1400546A (en) * | 2001-07-31 | 2003-03-05 | 安捷伦科技有限公司 | Protocal mode recognizing method and device for protocol data unit |
| US20110224816A1 (en) * | 2010-03-12 | 2011-09-15 | Pereira Ana Maria Dias Madureira | Multi-agent system for distributed manufacturing scheduling with genetic algorithms and tabu search |
| CN101777769A (en) * | 2010-03-24 | 2010-07-14 | 上海交通大学 | Multi-agent optimized coordination control method of electric network |
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Non-Patent Citations (1)
| Title |
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| 蒋雪冬: "环境在线监测系统多规约信息转换通信子站的研究", 《中国优秀硕士论文全文数据库信息科技辑》 * |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106375291A (en) * | 2016-08-30 | 2017-02-01 | 国网山东省电力公司阳信县供电公司 | Transformer substation troubleshooting system and method based on original message monitoring |
| CN114615344A (en) * | 2022-02-08 | 2022-06-10 | 广东智有盈能源技术有限公司 | Intelligent protocol conversion method and device for electric power instrument |
| CN114615344B (en) * | 2022-02-08 | 2023-07-28 | 广东智有盈能源技术有限公司 | Intelligent protocol conversion method and device for electric power instrument |
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Application publication date: 20130925 |