A framework for model-based diagnostic expert systems モデルに基づく診断型エキスパートシステムの枠組みに関する研究
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著者
書誌事項
- タイトル
-
A framework for model-based diagnostic expert systems
- タイトル別名
-
モデルに基づく診断型エキスパートシステムの枠組みに関する研究
- 著者名
-
Yusuf Wilajati Purna
- 著者別名
-
ユスフ ウィラジャティ プルナ
- 学位授与大学
-
静岡大学
- 取得学位
-
博士 (工学)
- 学位授与番号
-
甲第137号
- 学位授与年月日
-
1996-03-23
注記・抄録
博士論文
doctoral
電子科学研究科
甲第137号
目次
- Contents / p5 (0004.jp2)
- List of Figures / p9 (0006.jp2)
- List of Tables / p13 (0008.jp2)
- Acknowledgements / p15 (0009.jp2)
- Preface / p17 (0010.jp2)
- Abstract / p19 (0011.jp2)
- 1 Introduction / p1 (0012.jp2)
- 1.1 Background and Motivation / p1 (0012.jp2)
- 1.2 What is Diagnosis? / p3 (0013.jp2)
- 1.3 Model-Based Diagnosis / p5 (0014.jp2)
- 1.4 The Goal of the Research / p8 (0016.jp2)
- 1.5 The Organization of the Thesis / p10 (0017.jp2)
- 2 Related Research / p13 (0018.jp2)
- 2.1 Introduction / p13 (0018.jp2)
- 2.2 Davis' Constraint Suspension Approach / p13 (0018.jp2)
- 2.3 General Diagnostic Engine(GDE) / p17 (0020.jp2)
- 2.4 Knowledge Compiler(KCII) / p23 (0023.jp2)
- 2.5 Discussion / p27 (0025.jp2)
- 3 An Extended Model-Based Diagnosis Paradigm / p31 (0027.jp2)
- 3.1 Introduction / p31 (0027.jp2)
- 3.2 Three Information Sources for Diagnosis / p32 (0028.jp2)
- 3.3 Three Subtasks of Diagnosis / p34 (0029.jp2)
- 3.4 Conclusions / p37 (0030.jp2)
- 4 Hypothesis Generation / p39 (0031.jp2)
- 4.1 Introduction / p39 (0031.jp2)
- 4.2 Overview / p39 (0031.jp2)
- 4.3 Domain Model / p40 (0032.jp2)
- 4.4 Additional Domain Knowledge / p45 (0034.jp2)
- 4.5 Strategy / p47 (0035.jp2)
- 4.6 Hypothesis Generation Algorithm / p51 (0037.jp2)
- 4.7 Discussion / p56 (0040.jp2)
- 5 Hypothesis Testing / p59 (0041.jp2)
- 5.1 Introduction / p59 (0041.jp2)
- 5.2 Overview / p60 (0042.jp2)
- 5.3 Pseudo Fault Hypotheses / p60 (0042.jp2)
- 5.4 Contradicting Fault Hypotheses / p64 (0044.jp2)
- 5.5 Candidate Faults / p65 (0044.jp2)
- 5.6 Discussion / p69 (0046.jp2)
- 6 Hypothesis Classification / p73 (0048.jp2)
- 6.1 Introduction / p73 (0048.jp2)
- 6.2 Overview / p73 (0048.jp2)
- 6.3 Component Observability,Durability,and Failure Rates / p74 (0049.jp2)
- 6.4 Classification Based on a Single and Multiple Criteria / p76 (0050.jp2)
- 6.5 Binary Split Strategy / p78 (0051.jp2)
- 6.6 An Algorithm for Hypothesis Classification / p79 (0051.jp2)
- 6.7 Conclusions / p80 (0052.jp2)
- 7 MODEST:A Prototype MBD System / p81 (0052.jp2)
- 7.1 Introduction / p81 (0052.jp2)
- 7.2 An Elementary Refrigeration Plant / p82 (0053.jp2)
- 7.3 Implementation / p84 (0054.jp2)
- 7.4 Diagnosing A Structural Fault / p89 (0056.jp2)
- 7.5 Diagnosing A Behavioral Fault / p95 (0059.jp2)
- 7.6 Testing Faults / p97 (0060.jp2)
- 7.7 Conclusion / p103 (0063.jp2)
- 8 Conclusions / p105 (0064.jp2)
- 8.1 Summary / p105 (0064.jp2)
- 8.2 Limitations of the Framework / p108 (0066.jp2)
- 8.3 Future Work / p109 (0066.jp2)
- A Hypothesis Generator / p111 (0067.jp2)
- B Diagnostic Strategies / p117 (0070.jp2)
- C Sorts of Knowledge / p121 (0072.jp2)
- Bibliography / p129 (0076.jp2)
- List of Publications / p143 (0083.jp2)
- VITA / p147 (0085.jp2)