Advances in Electric Power and Energy Systems

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Advances in Electric Power and Energy Systems eBook Free Download

Advances in Electric Power and Energy Systems eBook PDF Free Download

Edited by Mohammed E. El-Hawary

Load and Price Forecasting

Published by Wiley

About the Book

This Advances in Electric Power and Energy Systems is edited by Mohammed E. El-Hawary. This First Edition  is a comprehensive review of state-of-the-art approaches to power systems forecasting from the most respected names in the field, internationally

Advances in Electric Power and Energy Systems is the first book devoted exclusively to a subject of increasing urgency to power systems planning and operations. Written for practicing engineers, researchers, and post-grads concerned with power systems planning and forecasting, this book brings together contributions from many of the world’s foremost names in the field who address a range of critical issues, from forecasting power system load to power system pricing to post-storm service restoration times, river flow forecasting, and more.

In a time of ever-increasing energy demands, mounting concerns over the environmental impacts of power generation, and the emergence of new, smart-grid technologies, electricity price forecasting has assumed a prominent role within both the academic and industrial arenas. Short-run forecasting of electricity prices has become necessary for power generation unit schedule, since it is the basis of every maximization strategy. This book fills a gap in the literature on this increasingly important topic.

Advances in Electric Power and Energy Systems is a valuable resource for practicing engineers, regulators, planners, and consultants working in or concerned with the electric power industry. It is also a must read for senior undergraduates, graduate students, and researchers involved in power system planning and operation.

Features

Introduces advanced methods of time series forecasting, as well as neural networks
Provides in-depth coverage of state-of-the-art power system load forecasting and electricity price forecasting
Addresses river flow forecasting based on autonomous neural network models
Deals with price forecasting in a competitive market
Includes estimation of post-storm restoration times for electric power distribution systems
Features contributions from world-renowned experts sharing their insights and expertise in a series of self-contained chapters.

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What You will Learn

The Topics Covered in this Textbook are

Introduction
Univariate Methods for Short-Term Load Forecasting
Application of theWeighted Nearest Neighbor Method to Power System Forecasting Problems
Electricity Prices as a Stochastic Process
Short-Term Forecasting of Electricity Prices Using Mixed Models
Electricity Price Forecasting Using Neural Networks and Similar Days
Estimation of Post-Storm Restoration Times for Electric Power Distribution Systems
A Nonparametric Approach for River Flow Forecasting Based on Autonomous Neural Network Model

For Whom is this Book For

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Details

Format of the eBook: PDF     Size: 9.2 MB

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Advances in Electric Power and Energy Systems eBook Free Download

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