Intelligent Systems for Stability Assessment and Control of Smart Power Grids

The smart grid is a complex system that integrates renewable energy resources, demand side participation, and electric vehicles. Conventional analysis tools are becoming less effective, and alternative tools are needed to deal with the high uncertainty and variability. Intelligent system techniques and their applications are presented in this book to support stability assessment and control of power systems. The major topics covered include intelligent system design and algorithms for on-line stability assessment, preventive stability control, real-time stability prediction, emergency stability control, and improving the robustness of intelligent systems against missing-data issues.

Format: Paperback / softback
Length: 290 pages
Publication date: 15 June 2022
Publisher: Taylor & Francis Ltd

The transition towards the Smart Grid paradigm is characterized by a significant integration of renewable energy resources, such as wind and solar power, a greater involvement of the demand side, and enhanced interaction with electric vehicles. While these emerging elements bring about promising opportunities, they also pose challenges to the stability and control of power systems. Conventional analysis tools, which were once sufficient, are now inadequate in addressing the high uncertainty and variability inherent in the smart grid.

To overcome these challenges, alternative tools are required that can effectively handle the complexity and unpredictability of the smart grid. One such tool is the intelligent system strategy. This approach involves the utilization of advanced sensing and communication infrastructure, such as phasor measurement units and smart meters, to collect vast amounts of data across various time and space scales. The challenge lies in effectively harnessing this data and extracting valuable knowledge to support advanced stability assessment and control of the smart grid.

To address this need, the intelligent system strategy has been identified as an effective solution. This book presents cutting-edge intelligent system techniques and their applications for stability assessment and control of power systems. The major topics covered in this book include:

Intelligent System Design and Algorithms for On-line Stability Assessment: This chapter focuses on designing intelligent systems that can perform fast stability assessment for credible contingencies using steady-state operating variables. By leveraging these variables, the systems can quickly identify potential stability issues and take appropriate actions to maintain system stability.

Intelligent System Design and Algorithms for Preventive Stability Control: This chapter explores the development of intelligent systems that can make transparent and interpretable decisions regarding preventive control actions. These systems aim to manipulate system operating conditions to mitigate potential contingencies before they occur, ensuring a more robust and reliable power grid.

The intelligent system strategy offers a promising approach to addressing the challenges posed by the smart grid. By leveraging advanced sensing and communication technologies, as well as intelligent system design and algorithms, power systems can become more resilient, efficient, and sustainable. This book provides valuable insights into the latest developments in intelligent system techniques and their applications, making it a must-read for researchers, practitioners, and policymakers interested in advancing the stability and control of power systems.

Weight: 557g
Dimension: 234 x 156 (mm)
ISBN-13: 9780367534745