Power system state estimation : theory and implementation
Power system state estimation : theory and implementation
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DOI：
10.1201/9780203913673
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发表时间：
2004-03
期刊：
影响因子：
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通讯作者：
A. Abur;A. G. Expósito
中科院分区：
文献类型：
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作者：
A. Abur;A. G. Expósito
序言介绍电力系统电力系统安全分析的操作状态状态估计摘要加权最小二乘状态估计介绍组件建模和构建网络模型的最大似然估计估计测量模型和假设WLS状态估计算法解耦合WLS状态估计DC状态估计DC状态估计的公式模型问题参考了正常方程式正交分解的WLS状态估计弱点的替代公式彼得斯和威尔金森等值受限的WLS状态估计的混合方法方法增强矩阵方法阻止技术比较技术问题问题参考网络可观察性分析网络和图形网络网络循环方法的观察力分析方法基于基于分支变量的数字方法基于NODAL可变性方法配方拓扑可观察性分析方法确定关键测量测量设计摘要问题参考不良数据检测和测量残差的识别特性测量的分类不良数据检测和可及性不良数据检测归一化残差的差数据识别识别最大的标准化残差检验假设检验识别（HTI）摘要问题参考鲁棒状态估计鲁棒性稳健点的稳健点异常异位异常出现并利用点m估计数最低绝对价值（LAV）估计讨论问题参考网络参数估计引入的影响状态估计结果的参数错误鉴定了基于残基的参数估计方法参数估计的可疑参数分类！灵敏度分析参数参数估计基于基于状态矢量增强参数参数估计基于数据变形金刚的历史系列网络参数的可观察到网络参数的可观察性讨论问题参考拓扑错误处理类型拓扑错误检测拓扑错误的类型拓扑错误分类的拓扑分类错误分析误差分析预测拓扑验证分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支分支状态错误变电站配置错误变电站图和缩小模型隐式变电站模型：状态和状态估计可观察性分析重新审视问题参考状态估计使用AMPERE测量结果介绍AMPERE测量的模型在使用Ampere测量结果不等式限制状态估计f-＃解决方案唯一性算法算法确定解决方案独特性识别的唯一可观察到的分支识别的唯一性唯一性测量问题的启发性测定问题的启发式分类和数据识别问题参考APPENDIX A CREPSICE审查基本统计信息附录B稀疏线性方程解决方案参考索引的评论
Preface INTRODUCTION Operating States of a Power System Power System Security Analysis State Estimation Summary WEIGHTED LEAST SQUARES STATE ESTIMATION Introduction Component Modeling and Assumptions Building the Network Model Maximum Likelihood Estimation Measurement Model and Assumptions WLS State Estimation Algorithm Decoupled Formulation of the WLS State Estimation DC State Estimation Model Problems References ALTERNATIVE FORMULATIONS OF THE WLS STATE ESTIMATION Weaknesses of the Normal Equations Formulation Orthogonal Factorization Hybrid Method Method of Peters and Wilkinson Equality-Constrained WLS State Estimation Augmented Matrix Approach Blocked Formulation Comparison of Techniques Problems References NETWORK OBSERVABILITY ANALYSIS Networks and Graphs NetworkMatrices LoopEquations Methods of Observability Analysis Numerical Method Based on the Branch Variable Formulation Numerical Method Based on the Nodal Variable Formulation Topological Observability Analysis Method Determination of Critical Measurements Measurement Design Summary Problems References BAD DATA DETECTION AND IDENTIFICATION Properties of Measurement Residuals Classification of Measurements Bad Data Detection and IdentiRability Bad Data Detection Properties of Normalized Residuals Bad Data Identification Largest Normalized Residual Test Hypothesis Testing Identification (HTI) Summary Problems References ROBUST STATE ESTIMATION Introduction Robustness and Breakdown Points Outliers and Leverage Points M-Estimators Least Absolute Value (LAV) Estimation Discussion Problems References NETWORK PARAMETER ESTIMATION Introduction Influence of Parameter Errors on State Estimation Results Identification of Suspicious Parameters Classification of Parameter Estimation Methods Parameter Estimation Based on Residua! Sensitivity Analysis Parameter Estimation Based on State Vector Augmentation Parameter Estimation Based on Historical Series of Data Transformer Tap Estimation Observability of Network Parameters Discussion Problems References TOPOLOGY ERROR PROCESSING Introduction Types of Topology Errors Detection of Topology Errors Classification of Methods for Topology Error Analysis Preliminary Topology Validation Branch Status Errors Substation Configuration Errors Substation Graph and Reduced Model Implicit Substation Model: State and Status Estimation Observability Analysis Revisited Problems References STATE ESTIMATION USING AMPERE MEASUREMENTS Introduction Modeling of Ampere Measurements Difficulties in Using Ampere Measurements Inequality-Constrained State Estimation Heuristic Determination of F-# Solution Uniqueness Algorithmic Determination of Solution Uniqueness Identification of Nonuniquely Observable Branches Measurement Classification and Bad Data Identification Problems References Appendix A Review of Basic Statistics Appendix B Review of Sparse Linear Equation Solution References Index