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E-grāmata: Case-Based Reasoning: Strategies, Developments and Applications

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  • Formāts: 187 pages
  • Izdošanas datums: 01-Jan-2016
  • Izdevniecība: Nova Science Publishers Inc
  • ISBN-13: 9781634837057
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  • Formāts: 187 pages
  • Izdošanas datums: 01-Jan-2016
  • Izdevniecība: Nova Science Publishers Inc
  • ISBN-13: 9781634837057
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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. 2iRelated 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 high-speed 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.
Preface vii
Chapter 1 A Reconciliation-Driven Approach of Case-based Prediction: State of the Art, Method Overview and Application in Food Science
1(30)
Fatiha Sais
Rallou Thomopoulos
Chapter 2 Application of Case-Based Reasoning and Group Decision-Making Methods for Planning in a Case of Failures of Technical Systems
31(14)
Aleksandr F. Berman
Olga A. Nikolaichuk
Galina S. Maltugueva
Aleksandr Yu. Yurin
Chapter 3 Semantic Similarity
45(14)
Rafael Batres
Chapter 4 Improvement of Small Signal Stability Early Warning Based on CBR and OAPID Theory
59(12)
Tao Lin
Rusi Chen
Xialing Xu
Jiannan Zhang
Chapter 5 Multiple Power Disturbances Recognition based on CBR and Complex Wavelet with Adjustable Window
71(10)
Tao Lin
Rusi Chen
Xialing Xu
Guangzheng Yu
Chapter 6 Transient Stability Assessment of Power System Based on CBR Technique
81(16)
Fei Tang
Chapter 7 Fault Diagnosis Expert System of Power Transformer Based on the Fault Tree Analysis
97(16)
Hui Peng
Chapter 8 Fault Diagnosis and Reliability Prediction of High-Speed Railway Traction Power Supply System Based on CBR Technique
113(46)
Zhengyou He
Hongbo Cheng
Qi Wang
Chapter 9 A Study of Applying Case-Based Reasoning on Diagnosing and Maintenance
159(18)
Yuo-Tern Tsai
Index 177