Bio-Inspired Algorithms in PID Controller Optimization (Intelligent Signal Processing and Data Analysis)
暫譯: 生物啟發演算法在PID控制器優化中的應用(智能信號處理與數據分析)

Jagatheesan Kallannan, Anand Baskaran, Nilanjan Dey, Amira S. Ashour

  • 出版商: CRC
  • 出版日期: 2018-06-01
  • 售價: $3,060
  • 貴賓價: 9.5$2,907
  • 語言: 英文
  • 頁數: 90
  • 裝訂: Hardcover
  • ISBN: 113859816X
  • ISBN-13: 9781138598164
  • 相關分類: Data ScienceAlgorithms-data-structures
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms.

Key Features:

Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithms

Provides some applied applications/examples of the thermal power system

Focusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systems

Reports different cases on the interconnected power systems with providing optimal performance by optimizing the controller’s parameters

商品描述(中文翻譯)

這本書深入探討了優化在優化控制器參數中的角色,並參考了生物啟發算法。書中包含比較研究,以評估不同優化技術在頻率偏差、聯繫線功率流偏差和區域控制誤差的穩定時間、超調和欠調響應方面的性能,並附有範例。書中還包括了單區域和多區域熱電廠負載頻率控制器的不同情境,考慮了不同的算法。

主要特點:
強調調整電力系統控制器參數的重要性,並著重於生物啟發算法
提供一些熱電系統的應用範例
專注於基於優化算法的電力系統應用,包括不同的單區域和多區域熱電系統
報告了不同的互聯電力系統案例,通過優化控制器參數來提供最佳性能