1 option
Artificial Intelligence in the Operation and Control of Digitalized Power Systems / edited by Sasan Azad, Morteza Nazari-Heris.
- Format:
- Book
- Author/Creator:
- Azad, Sasan.
- Series:
- Power Systems, 1860-4676
- Language:
- English
- Subjects (All):
- Electric power production.
- Electric power distribution.
- Renewable energy sources.
- Cooperating objects (Computer systems).
- Energy policy.
- Electrical Power Engineering.
- Energy Grids and Networks.
- Renewable Energy.
- Cyber-Physical Systems.
- Energy Policy, Economics and Management.
- Local Subjects:
- Electrical Power Engineering.
- Energy Grids and Networks.
- Renewable Energy.
- Cyber-Physical Systems.
- Energy Policy, Economics and Management.
- Physical Description:
- 1 online resource (399 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
- Summary:
- This book covers the practical application of AI-based methods in modern power systems. The complexity of current power system operations has dramatically increased due to the higher penetration of renewable energy sources and power electronic components. Therefore, providing efficient techniques is essential for secure and clean power system operation. This book focuses on the data-driven operation of the digitalized power system using machine language (ML). First, the basics of power system operation and control are presented, covering various areas of system control and operation. Next, significant advances in modern power systems and their corresponding challenges are discussed, and artificial intelligence (AI)-powered techniques, specifically machine learning, are introduced to address these issues. The book also explores AI-powered applications in the operation of power systems. These applications include various aspects of the data-driven process in both situational awareness and control areas. They are presented as practical examples indicating the implementation of an ML-based method to solve operational problems. Artificial Intelligence in the Operation and Control of Digitalized Power Systems is a valuable guide for students, researchers, and practicing engineers to AI-based techniques and real-world applications in power systems. Covers the practical application of artificial intelligence in modern power systems; Presents the basics of power system operation and control; Includes case studies. .
- Contents:
- Constant and Product-Cubic Systems
- Self-linear and Product-cubic systems
- Crossing-linear and Product-cubic systems.
- Notes:
- Description based on publisher supplied metadata and other sources.
- Other Format:
- Print version: Azad, Sasan Artificial Intelligence in the Operation and Control of Digitalized Power Systems
- ISBN:
- 9783031693588
- OCLC:
- 1472829984
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.