Smart Power Distribution Network : Situation Awareness, Planning, and Operation / by Leijiao Ge, Yuanzheng Li.

Format:

Book

Author/Creator:

Ge, Leijiao.

Contributor:

Li, Yuanzheng.

Series:

Power Systems, 1860-4676

Language:

English

Subjects (All):

Electric power distribution.

Automatic control.

Machine learning.

Energy Grids and Networks.

Control and Systems Theory.

Machine Learning.

Local Subjects:

Energy Grids and Networks.

Control and Systems Theory.

Machine Learning.

Physical Description:

1 online resource (245 pages)

Edition:

1st ed. 2023.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2023.

Summary:

The surge in renewable and distributed energy sources has posed significant challenges for smart power distribution network (SPDN). These challenges fall into two main categories: the unpredictability of renewable energy sources and the complexities introduced by numerous electrical devices and their interdependencies, affecting forecasting and operational performance. As the emphasis on SPDN's economic and environmental aspects grows, this book focuses on the vital themes of sustainability and cost-efficiency in SPDN forecasting, planning, and operation. It is structured into three key parts: 1. SPDN Situation Awareness: This section assesses prior research methods, analyzes their shortcomings while dissecting SPDN's unique situation awareness characteristics. Then, some forecast and virtual collection methods are presented. 2. Boosting SPDN Planning: Addressing optimal planning challenges in SPDN, this part introduces advanced modelling and algorithm solvingtechniques, tailored to mitigate SPDN's inherent uncertainty. 3. Enhancing SPDN Operation: Considering a variety of equipment types and controllable loads, this section explores strategies to boost SPDN operational performance. It covers control methodologies for electric vehicles, flexible loads, energy storage, and related equipments, etc. Tailored for university researchers, engineers, and graduate students in electrical engineering and computer science, this book is a valuable resource for comprehending SPDN's situation awareness, planning, and operation intricacies in the context of sustainability and economic efficiency.

Contents:

Chapter 1. System overview

Chapter 2. Smart distribution power network situation awareness

Chapter 3. Photovoltaic prediction, virtual collection

Chapter 4. Multi-energy load forecasting of integrated energy system

Chapter 5. Optimal planning of energy storage considering uncertainty of load and wind generation

Chapter 6. Energy supplying facilities planning for electric vehicles

Chapter 7. Multiple equipment planning for integrated energy system

Chapter 8. ay-ahead risk averse market clearing considering demand response

Chapter 9. Optimal operation via cooperative energy and reserve scheduling

Chapter 10. Optimal interaction strategy for vehicle-to-grid

Chapter 11. Concluding remarks.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9789819967582

9819967589

OCLC:

1402739680