Artificial Intelligence in Power System Optimization
Title | Artificial Intelligence in Power System Optimization PDF eBook |
Author | Weerakorn Ongsakul |
Publisher | CRC Press |
Pages | 518 |
Release | 2016-04-19 |
Genre | Mathematics |
ISBN | 1466573422 |
With the considerable increase of AI applications, AI is being increasingly used to solve optimization problems in engineering. In the past two decades, the applications of artificial intelligence in power systems have attracted much research. This book covers the current level of applications of artificial intelligence to the optimization problems
Artificial Intelligence in Power System Optimization
Title | Artificial Intelligence in Power System Optimization PDF eBook |
Author | Weerakorn Ongsakul |
Publisher | |
Pages | 520 |
Release | 2016 |
Genre | |
ISBN |
With the considerable increase of AI applications, AI is being increasingly used to solve optimization problems in engineering. In the past two decades, the applications of artificial intelligence in power systems have attracted much research. This book covers the current level of applications of artificial intelligence to the optimization problems in power systems. This book serves as a textbook for graduate students in electric power system management and is also useful for those who are interested in using artificial intelligence in power system optimization.
Artificial Intelligence Techniques in Power Systems Operations and Analysis
Title | Artificial Intelligence Techniques in Power Systems Operations and Analysis PDF eBook |
Author | Nagendra Singh |
Publisher | CRC Press |
Pages | 207 |
Release | 2023-08-16 |
Genre | Computers |
ISBN | 1000921794 |
An electrical power system consists of a large number of generation, transmission, and distribution subsystems. It is a very large and complex system; hence, its installation and management are very difficult tasks. An electrical system is essentially a very large network with very large data sets. Handling these data sets can require much time to analyze and subsequently implement. An electrical system is necessary but also potentially very dangerous if not operated and controlled properly. The demand for electricity is ever increasing, so maintaining load demand without overloading the system poses challenges and difficulties. Thus, planning, installing, operating, and controlling such a large system requires new technology. Artificial intelligence (AI) applications have many key features that can support a power system and handle overall power system operations. AI-based applications can manage the large data sets related to a power system. They can also help design power plants, model installation layouts, optimize load dispatch, and quickly respond to control apparatus. These applications and their techniques have been successful in many areas of power system engineering. Artificial Intelligence Techniques in Power Systems Operations and Analysis focuses on the various challenges arising in power systems and how AI techniques help to overcome these challenges. It examines important areas of power system analysis and the implementation of AI-driven analysis techniques. The book helps academicians and researchers understand how AI can be used for more efficient operation. Multiple AI techniques and their application are explained. Also featured are relevant data sets and case studies. Highlights include: Power quality enhancement by PV-UPQC for non-linear load Energy management of a nanogrid through flair of deep learning from IoT environments Role of artificial intelligence and machine learning in power systems with fault detection and diagnosis AC power optimization techniques Artificial intelligence and machine learning techniques in power systems automation
Intelligent Renewable Energy Systems
Title | Intelligent Renewable Energy Systems PDF eBook |
Author | Neeraj Priyadarshi |
Publisher | John Wiley & Sons |
Pages | 484 |
Release | 2022-01-19 |
Genre | Computers |
ISBN | 1119786274 |
INTELLIGENT RENEWABLE ENERGY SYSTEMS This collection of papers on artificial intelligence and other methods for improving renewable energy systems, written by industry experts, is a reflection of the state of the art, a must-have for engineers, maintenance personnel, students, and anyone else wanting to stay abreast with current energy systems concepts and technology. Renewable energy is one of the most important subjects being studied, researched, and advanced in today’s world. From a macro level, like the stabilization of the entire world’s economy, to the micro level, like how you are going to heat or cool your home tonight, energy, specifically renewable energy, is on the forefront of the discussion. This book illustrates modelling, simulation, design and control of renewable energy systems employed with recent artificial intelligence (AI) and optimization techniques for performance enhancement. Current renewable energy sources have less power conversion efficiency because of its intermittent and fluctuating behavior. Therefore, in this regard, the recent AI and optimization techniques are able to deal with data ambiguity, noise, imprecision, and nonlinear behavior of renewable energy sources more efficiently compared to classical soft computing techniques. This book provides an extensive analysis of recent state of the art AI and optimization techniques applied to green energy systems. Subsequently, researchers, industry persons, undergraduate and graduate students involved in green energy will greatly benefit from this comprehensive volume, a must-have for any library. Audience Engineers, scientists, managers, researchers, students, and other professionals working in the field of renewable energy.
Artificial Intelligence Techniques in Power Systems
Title | Artificial Intelligence Techniques in Power Systems PDF eBook |
Author | Kevin Warwick |
Publisher | IET |
Pages | 324 |
Release | 1997 |
Genre | Computers |
ISBN | 9780852968970 |
The intention of this book is to give an introduction to, and an overview of, the field of artificial intelligence techniques in power systems, with a look at various application studies.
Artificial Intelligence for Smarter Power Systems
Title | Artificial Intelligence for Smarter Power Systems PDF eBook |
Author | Marcelo Godoy Simões |
Publisher | IET |
Pages | 273 |
Release | 2021-07-19 |
Genre | Technology & Engineering |
ISBN | 1839530006 |
This book covers the use of fuzzy logic for power grids. Power systems need to accommodate intermittent renewables and changes in loads while ensuring high power quality. Fuzzy logic uses values between 0 and 1 rather than binary ones, offering advantages in adaptability for energy systems with renewables.
Optimization of Power System Problems
Title | Optimization of Power System Problems PDF eBook |
Author | Mahmoud Pesaran Hajiabbas |
Publisher | Springer Nature |
Pages | 386 |
Release | 2020-01-06 |
Genre | Technology & Engineering |
ISBN | 3030340503 |
This book presents integrated optimization methods and algorithms for power system problems along with their codes in MATLAB. Providing a reliable and secure power and energy system is one of the main challenges of the new era. Due to the nonlinear multi-objective nature of these problems, the traditional methods are not suitable approaches for solving large-scale power system operation dilemmas. The integration of optimization algorithms into power systems has been discussed in several textbooks, but this is the first to include the integration methods and the developed codes. As such, it is a useful resource for undergraduate and graduate students, researchers and engineers trying to solve power and energy optimization problems using modern technical and intelligent systems based on theory and application case studies. It is expected that readers have a basic mathematical background.