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Author : Stanford University. Energy Modeling Forum
Publisher :
ISBN 13 :
Total Pages : 8 pages
Book Rating : 4.F/5 ( download)
Download or read book Electric Load Forecasting Report; Outline written by Stanford University. Energy Modeling Forum and published by . This book was released on 1978 with total page 8 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : S.A. Soliman
Publisher : Elsevier
ISBN 13 : 0123815444
Total Pages : 441 pages
Book Rating : 4.1/5 (238 download)
Download or read book Electrical Load Forecasting written by S.A. Soliman and published by Elsevier. This book was released on 2010-05-26 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Author : United States. Federal Power Commission. Technical Advisory Committee on Load Forecasting Methodology
Publisher :
ISBN 13 :
Total Pages : 250 pages
Book Rating : 4.:/5 (612 download)
Download or read book The Methodology of Load Forecasting written by United States. Federal Power Commission. Technical Advisory Committee on Load Forecasting Methodology and published by . This book was released on 1969 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Stanford University. Energy Modeling Forum
Publisher :
ISBN 13 :
Total Pages : 444 pages
Book Rating : 4.F/5 ( download)
Download or read book Electric Load Forecasting written by Stanford University. Energy Modeling Forum and published by . This book was released on 1980 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: Changes in energy markets over the last decade have made capacity planning by electric utilities increasingly difficult, but also increasingly important to producers and users of energy. In particular, long-range forecasts f the use of electricity have received greater scrutiny, forecasting prolems and methods have become more complex, and results have been subject to greater uncertainty and challenge than before. EPRI, in the Energy Modeling Forum, brought together a working group from utilities, research institutes, government agencies, universities and consulting firms to identify the issues that could have significant impacts on future electricity consumption.
Author : Derek W. Bunn
Publisher :
ISBN 13 :
Total Pages : 256 pages
Book Rating : 4.3/5 (91 download)
Download or read book Comparative Models for Electrical Load Forecasting written by Derek W. Bunn and published by . This book was released on 1985 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Takes a practical look at how short-term forecasting has actually been undertaken and is being developed in public utility organizations.
Author :
Publisher :
ISBN 13 :
Total Pages : 14 pages
Book Rating : 4.:/5 (932 download)
Download or read book Load Forecasting written by and published by . This book was released on 1995 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper consists of reproductions of slides presenting outlines of changes affecting the electric utility industry, business concerns, electricity supply planning goals and strategies, system planning issues, energy pricing issues, financial performance issues, and market research needs.[
Author : Douglas W. Woods
Publisher :
ISBN 13 :
Total Pages : 332 pages
Book Rating : 4.:/5 (228 download)
Download or read book Econometric Load Forecasting for the Electric Power Systems written by Douglas W. Woods and published by . This book was released on 1975 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : William Reed Huss
Publisher :
ISBN 13 :
Total Pages : 167 pages
Book Rating : 4.:/5 (15 download)
Download or read book Report on Selecting the Best Load Forecasting Techniques for Electric Utilities written by William Reed Huss and published by . This book was released on 1985 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Rafal Weron
Publisher : John Wiley & Sons
ISBN 13 : 0470059990
Total Pages : 192 pages
Book Rating : 4.4/5 (7 download)
Download or read book Modeling and Forecasting Electricity Loads and Prices written by Rafal Weron and published by John Wiley & Sons. This book was released on 2007-01-30 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Prices is packaged with a CD containing both the data and detailed examples of implementation of different techniques in Matlab, with additional examples in SAS. A reader can retrace all the intermediate steps of a practical implementation of a model and test his understanding of the method and correctness of the computer code using the same input data. The book will be of particular interest to the quants employed by the utilities, independent power generators and marketers, energy trading desks of the hedge funds and financial institutions, and the executives attending courses designed to help them to brush up on their technical skills. The text will be also of use to graduate students in electrical engineering, econometrics and finance wanting to get a grip on advanced statistical tools applied in this hot area. In fact, there are sixteen Case Studies in the book making it a self-contained tutorial to electricity load and price modeling and forecasting.
Author : Stanford University. Energy Modeling Forum
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.F/5 ( download)
Download or read book Electric Load Forecasting Scenario Design written by Stanford University. Energy Modeling Forum and published by . This book was released on 1978 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : H. Lee Willis
Publisher : CRC Press
ISBN 13 : 9780203910764
Total Pages : 770 pages
Book Rating : 4.9/5 (17 download)
Download or read book Spatial Electric Load Forecasting written by H. Lee Willis and published by CRC Press. This book was released on 2002-08-09 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 demand.
Author : Power Supply Study Committee. Power Supply Adequacy and Reliability Subcommittee
Publisher :
ISBN 13 :
Total Pages : 10 pages
Book Rating : 4.:/5 (267 download)
Download or read book Report of Load Forecasting Task Force written by Power Supply Study Committee. Power Supply Adequacy and Reliability Subcommittee and published by . This book was released on 1979 with total page 10 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Bridger M. Mitchell
Publisher : Rand Corporation
ISBN 13 : 9780833007148
Total Pages : 16 pages
Book Rating : 4.0/5 (71 download)
Download or read book A Short Guide to Electric Utility Load Forecasting written by Bridger M. Mitchell and published by Rand Corporation. This book was released on 1986 with total page 16 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electric utilities, governmental energy agencies, and some private economic forecasting services make long-term forecasts of electricity and peak demand. This report briefly reviews the methods currently used to make such load forecasts, describes sources of variation between forecasts, and discusses the problems that confront electricity forecasters.
Author : Antonio Gabaldón
Publisher : MDPI
ISBN 13 : 303943442X
Total Pages : 324 pages
Book Rating : 4.0/5 (394 download)
Download or read book Short-Term Load Forecasting 2019 written by Antonio Gabaldón and published by MDPI. This book was released on 2021-02-26 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 demand aggregation levels. The first challenge is the improvement of STLF models and their performance at new aggregation levels. Moreover, the mix of renewables in the power system, and the necessity to include more flexibility through demand response initiatives have introduced greater uncertainties, which means new challenges for STLF in a more dynamic power system in the 2030–50 horizon. Many techniques have been proposed and applied for STLF, including traditional statistical models and AI techniques. Besides, distribution planning needs, as well as grid modernization, have initiated the development of hierarchical load forecasting. Analogously, the need to face new sources of uncertainty in the power system is giving more importance to probabilistic load forecasting. This Special Issue deals with both fundamental research and practical application research on STLF methodologies to face the challenges of a more distributed and customer-centered power system.
Author : New England Power Pool. NEPOOL Load Forecasting Task Force
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (467 download)
Download or read book Report on Model for Long-range Forecasting of Electric Energy and Demand to the New England Power Pool written by New England Power Pool. NEPOOL Load Forecasting Task Force and published by . This book was released on 1977 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher :
ISBN 13 :
Total Pages : 121 pages
Book Rating : 4.:/5 (933 download)
Download or read book Electric Load Forecast, 2004 written by and published by . This book was released on 2004 with total page 121 pages. Available in PDF, EPUB and Kindle. Book excerpt: This document presents an assessment of the short, medium, and long-term demand for electricity in B.C. It outlines the assumptions, sources, and process utilized to allow an understanding of the factors and uncertainties influencing future customer demands. The report attempts to provide both enough insight into its main foundations and enough detail to meet the requirements of a significantly diverse audience. Presents the probable electricity requirements, an economic and demographic outlook, residential, commercial, and industrial sales, a regional forecast and future directions. Includes the forecast process and methodology, marketing and Power Smart, and a forecast uncertainty and sensitivity analysis.
Author : James W. Carneal
Publisher :
ISBN 13 :
Total Pages : 122 pages
Book Rating : 4.:/5 (814 download)
Download or read book The Methodology of Electric Load Forecasting written by James W. Carneal and published by . This book was released on 1981 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt:
