Intelligent coordinated control of complex uncertain systems for power distribution network reliability / Xiangping Meng, Zhaoyu Pian.

Format:

Book

Author/Creator:

Meng, Xiangping, author.

Pian, Zhaoyu, author.

Language:

English

Subjects (All):

Electric power distribution--Reliability.

Electric power distribution.

Physical Description:

1 online resource (212 p.)

Edition:

1st edition

Place of Publication:

Amsterdam, [Netherlands] : Elsevier, 2016.

System Details:

text file

Summary:

Intelligent Coordinated Control of Complex Uncertain Systems for Power Distribution and Network Reliability discusses the important topics revolving around the control of complex uncertain systems using the intelligent coordination control mechanism, a topic that has become the research focus of current control and computer fields. The book provides theoretical guidance for power distribution network reliability analysis, focusing on practical problems and algorithms within the field. Provides effective solutions for complex control systems Presents theoretical guidance for power distribution network reliability analysis Focuses on practical problems and algorithms

Contents:

2.1.2 - Organizational Structure of Multiagent System2.1.3 - Development Methods and Tools of Multiagent System; 2.2 - Reinforcement learning of multiagent system; 2.2.1 - Outline of Reinforcement Learning; 2.2.2 - Principle of Reinforcement Learning; 2.2.3 - Multiagent Reinforcement Learning; 2.3 - Ant colony algorithm; 2.3.1 - Ants Foraging Behavior and Optimization; 2.3.2 - Artificial Ants and Real Ants; 2.3.3 - Mathematical Models of Ant Colony Algorithm; 2.3.4 - The Execution Process of Ant Colony Algorithm; 2.3.5 - Basic Ant Colony Algorithm; 2.4 - BP neural network

3.3.1 - Risk Assessment Indicators3.3.2 - Early-Warning Indicator of Voltage Stability; 3.3.3 - Safety Assessment Indicator of the Power Grid; 3.3.4 - Grid Safety Evaluation Index System; 3.3.5 - Frequency Vulnerability Indicator; 3.3.6 - Early-Warning Indicator of Natural Disaster; 3.4 - Advantages and disadvantages of each indicator and scope of application; Bibliography; Chapter 4 - Derivation of Distribution Network Vulnerability Indicators Based on Voltage Stability; 4.1 - Introduction; 4.2 - Overview of voltage stability; 4.2.1 - Definition of Voltage Stability

4.2.2 - Classification of Voltage Stability4.2.3 - Introduction of Voltage Stability Terms; 4.2.4 - Influential Factors of Voltage Stability; 4.3 - Evaluation indicator L of voltage stability in the power grid; 4.3.1 - Overview of Voltage Stability Assessment Indicator L; 4.3.2 - Derivation of Voltage Indicator L in Multinode System; 4.4 - The model for indicator calculation; 4.4.1 - Combination Point of the PSO and the BP network; 4.4.2 - Combination Procedure of the PSO and BP Network and Its Parameter Setting; 4.5 - Example analysis; 4.5.1 - Five-Node Circuit Diagram and Known Parameters

4.5.2 - BP Algorithm of Five-Node Samples and Improved BP Algorithm Simulation

Notes:

Description based upon print version of record.

Includes bibliographical references at the end of each chapters and index.

Description based on online resource; title from PDF title page (ebrary, viewed December 29, 2015).

ISBN:

9780128039588

0128039582

OCLC:

991530216