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Research Of Machine Self-learning Methods For Intelligent Operating Sheet

Posted on:2012-03-31Degree:MasterType:Thesis
Country:ChinaCandidate:Z Y LiFull Text:PDF
GTID:2132330335954098Subject:Power system and its automation
Abstract/Summary:PDF Full Text Request
Case-based Reasoning is an important example of artificial intelligence reasoning and machine self-learning techniques, is also used in intelligent systems technologies. For the production rule-based Operation scheduling system's characteristics is not high versatility and maintainability, in this article case-based reasoning method will be introduced into the system's research and application,, knowledge of the hierarchical grid Division said, the focus group introduced the concept of break-switch group, simplifying the topology of the search process; study design of the different types of devices operating rules template structure; study design examples of different types of equipment, rules of operation of the database table structure; research and design of the Automatic billing based on case base reasoning loop self-learning process; Show the example of intelligent scheduling operation order system library construction, use and maintenance, and CBR-based self-learning how to operate voting methods used in engineering practice, Intelligent design and development of the regional power grid scheduling Intelligent Decision Support System Operation scheduling software, which has a variety of billing methods, basically changed from the "adapt to the system dispatcher" to "the system to adapt to the dispatcher,". Engineering applications show that the CBR-based Operation scheduling system, enhanced their self-learning ability, intelligence level is improved, initially solved the traditional rule-based reasoning system Operation versatility and maintainability of limitations issues. Operation scheduling is a smart intelligent scheduling technology is the core content, intelligent scheduling technology is an important part of the smart grid, this study for the safe and stable operation of power systems is significant, the development of smart grid will also play an active promotion of effect.
Keywords/Search Tags:Machine Self-Learning, Case-based Reasoning, Intelligent Dispatching, Dispatching Sheet
PDF Full Text Request
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