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Full Description
This book systematically discusses Case Based Reasoning (CBR) in the views of theories, methods, and related problems and experiences. The book can be used as a reference in actual applications, in which the research of a few scholars and engineers in the field are introduced. The book is divided into nine different chapters, mainly discussed in the following three aspects: 1) Advances and developments in strategies and specific areas of CBR theory, such as the research of semantic similarity, are introduced in Chapters One, Two and Three in detail; 2) Related research achievements of the applications of CBR in power system analysis, operation and control. These applications include small signal stability early warning, multiple power disturbance recognition, transient stability assessment, fault diagnosis expert system of power transformer, and fault diagnosis and reliability prediction of highspeed railway traction power supply system, which are concretely given out in Chapters Four, Five, Six, Seven and Eight; 3) Applications of CBR in other fields, such as food science, automatic control and mechanical industry, are specifically presented in Chapters One, Three and Nine, respectively.
Contents
Preface; A Reconciliation-Driven Approach of Case-based PredictionState of The Art, Method Overview & Application in Food Science; Application of Case-Based Reasoning & Group Decision-Making Methods for Planning in a Case of Failures of Technical Systems; Semantic Similarity; Improvement of Small Signal Stability Early Warning Based on CBR & OAPID Theory; Multiple Power Disturbances Recognition based on CBR & Complex Wavelet with Adjustable Window; Transient Stability Assessment of Power System Based on CBR Technique; Fault Diagnosis Expert System of Power Transformer Based on the Fault Tree Analysis; Fault Diagnosis & Reliability Prediction of HighSpeed Railway Traction Power Supply System based on CBR Technique; A Study of Applying Case-Based Reasoning on Diagnosing & Maintenance; Index.NER(01): GB IE
