Electrical Load Forecasting

Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of electrical load forecasting models. Written by one of the world’s foremost experts on the subject, Electrical Load Forecasting provides a brief discussion of algorithms, their advantages and disadvantages and when they are best utilized. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. The book is also supported by an online computer program that allows readers to construct, validate, and run short and long term models. Step-by-step guide to model construction Construct, verify, and run short and long term models Accurately evaluate load shape and pricing Creat regional specific electrical load models

Produk Detail:

  • Author : S.A. Soliman
  • Publisher : Elsevier
  • Pages : 440 pages
  • ISBN : 9780123815446
  • Rating : 4/5 from 21 reviews
CLICK HERE TO GET THIS BOOKElectrical Load Forecasting

Electrical Load Forecasting

Electrical Load Forecasting
  • Author : S.A. Soliman,Ahmad Mohammad Al-Kandari
  • Publisher : Elsevier
  • Release : 26 May 2010
GET THIS BOOKElectrical Load Forecasting

Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of electrical load forecasting models. Written by one of the world’s foremost experts on the subject, Electrical Load Forecasting provides a brief discussion of algorithms, their advantages and disadvantages and when they are best utilized. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging

Energy Management

Energy Management
  • Author : Valentin A. Boicea
  • Publisher : CRC Press
  • Release : 27 June 2021
GET THIS BOOKEnergy Management

This book introduces the principle of carrying out a medium-term load forecast (MTLF) at power system level, based on the Big Data concept and Convolutionary Neural Network (CNNs). It also presents further research directions in the field of Deep Learning techniques and Big Data, as well as how these two concepts are used in power engineering. Efficient processing and accuracy of Big Data in the load forecast in power engineering leads to a significant improvement in the consumption pattern of

Power System Planning Technologies and Applications: Concepts, Solutions and Management

Power System Planning Technologies and Applications: Concepts, Solutions and Management
  • Author : Elkarmi, Fawwaz
  • Publisher : IGI Global
  • Release : 29 February 2012
GET THIS BOOKPower System Planning Technologies and Applications: Concepts, Solutions and Management

"This book focuses on the technical planning of power systems, taking into account technological evolutions in equipment as well as the economic, financial, and societal factors that drive supply and demand and have implications for technical planning at the micro level"--Provided by publisher.

Spatial Electric Load Forecasting

Spatial Electric Load Forecasting
  • Author : H. Lee Willis
  • Publisher : CRC Press
  • Release : 09 August 2002
GET THIS BOOKSpatial Electric Load Forecasting

Containing 12 new chapters, this second edition offers increased coverage of weather correction and normalization of forecasts, anticipation of redevelopment, determining the validity of announced developments, and minimizing risk from over- or under-planning. It provides specific examples and detailed explanations of key points to consider for both standard and unusual utility forecasting situations, information on new algorithms and concepts in forecasting, a review of forecasting pitfalls and mistakes, case studies depicting challenging forecast environments, and load models illustrating various types of

Applied Mathematics for Restructured Electric Power Systems

Applied Mathematics for Restructured Electric Power Systems
  • Author : Joe H. Chow,Felix F. Wu,James A. Momoh
  • Publisher : Springer Science & Business Media
  • Release : 03 June 2006
GET THIS BOOKApplied Mathematics for Restructured Electric Power Systems

Applied Mathematics for Restructured Electric Power Systems: Optimization, Control, and Computational Intelligence consists of chapters based on work presented at a National Science Foundation workshop organized in November 2003. The theme of the workshop was the use of applied mathematics to solve challenging power system problems. The areas included control, optimization, and computational intelligence. In addition to the introductory chapter, this book includes 12 chapters written by renowned experts in their respected fields. Each chapter follows a three-part format: (1) a description of

Forecasting in Mathematics

Forecasting in Mathematics
  • Author : Abdo Abou Jaoude
  • Publisher : BoD – Books on Demand
  • Release : 27 January 2021
GET THIS BOOKForecasting in Mathematics

Mathematical probability and statistics are an attractive, thriving, and respectable part of mathematics. Some mathematicians and philosophers of science say they are the gateway to mathematics’ deepest mysteries. Moreover, mathematical statistics denotes an accumulation of mathematical discussions connected with efforts to most efficiently collect and use numerical data subject to random or deterministic variations. Currently, the concept of probability and mathematical statistics has become one of the fundamental notions of modern science and the philosophy of nature. This book is

Short-Term Load Forecasting 2019

Short-Term Load Forecasting 2019
  • Author : Antonio Gabaldón,María Carmen Ruiz-Abellón,Luis Alfredo Fernández-Jiménez
  • Publisher : MDPI
  • Release : 26 February 2021
GET THIS BOOKShort-Term Load Forecasting 2019

Short-term load forecasting (STLF) plays a key role in the formulation of economic, reliable, and secure operating strategies (planning, scheduling, maintenance, and control processes, among others) for a power system and will be significant in the future. However, there is still much to do in these research areas. The deployment of enabling technologies (e.g., smart meters) has made high-granularity data available for many customer segments and to approach many issues, for instance, to make forecasting tasks feasible at several

Trends in Neural Computation

Trends in Neural Computation
  • Author : Ke Chen,Lipo Wang
  • Publisher : Springer Science & Business Media
  • Release : 26 October 2006
GET THIS BOOKTrends in Neural Computation

Trends in Neural Computation includes twenty chapters contributed by leading experts or formed by extending well-selected papers presented in the 2005 International Conference on Natural Computation. The book reviews the latest progress in a range of different areas of neural computation, including theoretical neural computation, biologically plausible neural modeling, computational cognitive science, artificial neural networks – architectures and learning algorithms and their applications in real-world problems.

Modeling and Forecasting Electricity Loads and Prices

Modeling and Forecasting Electricity Loads and Prices
  • Author : Rafal Weron
  • Publisher : John Wiley & Sons
  • Release : 30 January 2007
GET THIS BOOKModeling and Forecasting Electricity Loads and Prices

This book offers an in-depth and up-to-date review of different statistical tools that can be used to analyze and forecast the dynamics of two crucial for every energy company processes—electricity prices and loads. It provides coverage of seasonal decomposition, mean reversion, heavy-tailed distributions, exponential smoothing, spike preprocessing, autoregressive time series including models with exogenous variables and heteroskedastic (GARCH) components, regime-switching models, interval forecasts, jump-diffusion models, derivatives pricing and the market price of risk. Modeling and Forecasting Electricity Loads and

Electric Power Systems

Electric Power Systems
  • Author : João P. S. Catalão
  • Publisher : CRC Press
  • Release : 19 December 2017
GET THIS BOOKElectric Power Systems

Electric Power Systems: Advanced Forecasting Techniques and Optimal Generation Scheduling helps readers develop their skills in modeling, simulating, and optimizing electric power systems. Carefully balancing theory and practice, it presents novel, cutting-edge developments in forecasting and scheduling. The focus is on understanding and solving pivotal problems in the management of electric power generation systems. Methods for Coping with Uncertainty and Risk in Electric Power Generation Outlining real-world problems, the book begins with an overview of electric power generation systems. Since

Forecasting and Assessing Risk of Individual Electricity Peaks

Forecasting and Assessing Risk of Individual Electricity Peaks
  • Author : Maria Jacob,Cláudia Neves,Danica Vukadinović Greetham
  • Publisher : Springer Nature
  • Release : 25 September 2019
GET THIS BOOKForecasting and Assessing Risk of Individual Electricity Peaks

The overarching aim of this open access book is to present self-contained theory and algorithms for investigation and prediction of electric demand peaks. A cross-section of popular demand forecasting algorithms from statistics, machine learning and mathematics is presented, followed by extreme value theory techniques with examples. In order to achieve carbon targets, good forecasts of peaks are essential. For instance, shifting demand or charging battery depends on correct demand predictions in time. Majority of forecasting algorithms historically were focused on

Advances in Electric Power and Energy Systems

Advances in Electric Power and Energy Systems
  • Author : Mohamed E. El-Hawary
  • Publisher : John Wiley & Sons
  • Release : 12 July 2017
GET THIS BOOKAdvances in Electric Power and Energy Systems

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

Innovative Mobile and Internet Services in Ubiquitous Computing

Innovative Mobile and Internet Services in Ubiquitous Computing
  • Author : Leonard Barolli,Fatos Xhafa,Omar K. Hussain
  • Publisher : Springer
  • Release : 18 June 2019
GET THIS BOOKInnovative Mobile and Internet Services in Ubiquitous Computing

This book highlights the latest research findings, methods and techniques, as well as challenges and solutions related to Ubiquitous and Pervasive Computing (UPC). In this regard, it employs both theoretical and practical perspectives, and places special emphasis on innovative, mobile and internet services. With the proliferation of wireless technologies and electronic devices, there is a rapidly growing interest in Ubiquitous and Pervasive Computing (UPC). UPC makes it possible to create a human-oriented computing environment in which computer chips are embedded