Comparative Models for Electrical Load Forecasting

Comparative Models for Electrical Load Forecasting

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  • 製本 Hardcover:ハードカバー版
  • 言語 ENG,ENG
  • 商品コード 9780471906353
  • DDC分類 363.6220724

Full Description


Of the many papers that have appeared over the years concerned with forecasting the loads on public utility systems, most remain on a theoretical level. In contrast this book takes a practical look at how short-term forecasting has actually been undertaken and is being developed in public utility organizations. It shows by the use of comparative research that all power utility systems face similar problems despite a variety of approaches.

Contents

Preface; List of Contributors; PART ONE: Introduction; Economic and Operational Context of Electrical Load Prediction; Review of Short-Term Forecasting Methods in the Electrical Power Industry; Comparative Electrical Load Forecasting Models; Short-Term Load Prediction for Electric- Utility Control of Generating Units; Adaptive Short-Term Forecasting of Hourly Loads Using Weather Information; Load Forecasting for Scheduling Generation on a Large Interconnected System; Time Series Methods for Predicting the CEGB Demand; 24 Hour Electric Utility Load Forecasting; Comparison of ARMA and Extended Wiener Filtering for Load Prediction at ENEL; PART THREE: Wider Issues; Two-Step Modelling for Short-Term Forecasting; Implementation of State Estimation and Data Validation in Electric Power Systems; Short-Term Forecasting at British Gas; Adaptive Forecasting of Daily Water Demand; Author Index; Subject Index.