TY - BOOK AU - Momoh,James A. AU - El-Hawary,M.E. TI - Electric systems, dynamics, and stability with artificial intelligence applications T2 - Power engineering AV - TK1010 .M65 2000 PY - 2000/// CY - New York PB - M. Dekker KW - Electric power system stability KW - Mathematical models KW - Artificial intelligence KW - Electric power systems KW - Automatic control KW - Data processing N1 - Includes bibliographical references (pages 332-349) and index; Contents; Series Introduction; / H. Lee Willis; Preface; 1 Introduction; 2 Static Electric Network Models; 2.1 Complex Power Concepts; 2.2 Three-Phase Systems; 2.3 Synchronous Machine Modeling; 2.4 Reactive Capability Limits; 2.5 Static Load Models; 3 Dynamic Electric Network Models; 3.1 Excitation System Model; 3.2 Prime Mover and Governing System Models; 3.3 Modeling of Loads; 4 Philosophy of Security Assessment; 4.1 The Swing Equation; 4.2 Some Alternative Forms; 4.3 Transient and Subtransient Reactances; 4.4 Synchronous Machine Model in Stability Analysis; 4.5 Subtransient Equations; 4.6 Machine Models; 4.7 Groups of Machines and the Infinite Bus; 4.8 Stability Assessment; 4.9 Concepts in Transient Stability; 4.10 A Method for Stability Assessment; 4.11 Mathematical Models and Solution Methods in Transient Stability Assessment for General Networks; 4.12 Integration Techniques; 4.13 The Transient Stability Algorithm; 5 Assessing Angle Stability via Transient Energy Function; 5.1 Stability Concepts; 5.2 System Model Description; 5.3 Stability of a Single-Machine System; 5.4 Stability Assessment for n-Generator System by the TEF Method; 5.5 Application to a Practical Power System; 5.6 Boundary of the Region of Stability; 6 Voltage Stability Assessment; 6.1 Working Definition of Voltage Collapse Study Terms; 6.2 Typical Scenario of Voltage Collapse; 6.3 Time-Frame Voltage Stability; 6.4 Modeling for Voltage Stability Studies; 6.5 Voltage Collapse Prediction Methods; 6.6 Classification of Voltage Stability Problems; 6.7 Voltage Stability Assessment Techniques; 6.8 Analysis Techniques for Steady-State Voltage Stability Studies; 6.9 Parameterization; 6.10 The Technique of Modal Analysis; 6.11 Analysis Techniques for Dynamic Voltage Stability Studies; 7 Technology of Intelligent Systems; 7.1 Fuzzy Logic and Decision Trees; 7.2 Artificial Neural Networks; 7.3 Robust Artificial Neural Network; 7.4 Expert Systems; 7.5 Fuzzy Sets and Systems; 7.6 Expert Reasoning and Approximate Reasoning; 8 Application of Artificial Intelligence to Angle Stability Studies; 8.1 ANN Application in Transient Stability Assessment; 8.2 A Knowledge-Based System for Direct Stability Analysis; 9 Application of Artificial Intelligence to Voltage Stability Assessment and Enhancement to Electrical Power Systems; 9.1 ANN-Based Voltage Stability Assessment; 9.2 ANN-Based Voltage Stability Enhancement; 9.3 A Knowledge-Based Support System for Voltage Collapse Detection and Prevention; 9.4 Implementation for KBVCDP; 9.5 Utility Environment Application; 10 Epilogue and Conclusions; Glossary; Appendix: Chapter Problems; Bibliography; Index ER -