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- W7048249 abstract "The objective of the project is to investigate the application of the Transient Energy Function (TEF) method of transient stability analysis to power system dynamic security assessment using Expert System technology. The investigation covers the following areas: type and requirements of the knowledge base structure of the TEF-Expert System; use of the artificial intelligence concepts in processing TEF results for security-related decisions; and identification of the developments needed for successful implementation of a TEF-Expert scheme in an Energy Management System (EMS) of a stability-limited power network. The operator requirements in dynamic security assessment which can be addressed by Expert Systems were first identified and studied. This was followed by a comprehensive assessment of the TEF method capabilities which can be utilized to meet such requirements. The development of the TEF-Expert System was then carried out which includes description of the TEF knowledge base, the application rules, parameters, etc. Sample applications of the proposed technique have been considered for two North American power networks: a stability-limited, transmission constrained, area of Ontario Hydro system; and the transient-voltage-limited network of Northern States Power Company. The successful results achieved in the current project and the resolution of pertinent issues and problems have advanced themore » state of the art in dynamic security assessment and increased the level of understanding of the operators needs and problems which can be addressed by TEF Expert Systems. It is now believed that the development of a general large-scale implementation of the TEF-based Expert System is both achievable and beneficial in providing an advanced, artificial intelligence based capability to existing Energy Management Systems (EMS).« less" @default.
- W7048249 created "2016-06-24" @default.
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- W7048249 date "1990-04-01" @default.
- W7048249 modified "2023-09-27" @default.
- W7048249 title "Knowledge-based system for direct stability analysis" @default.
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