Modeling and Forecasting Electricity Demand

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Publisher : Springer Spektrum
ISBN 13 : 9783658086688
Total Pages : 0 pages
Book Rating : 4.0/5 (866 download)

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Book Synopsis Modeling and Forecasting Electricity Demand by : Kevin Berk

Download or read book Modeling and Forecasting Electricity Demand written by Kevin Berk and published by Springer Spektrum. This book was released on 2015-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The master thesis of Kevin Berk develops a stochastic model for the electricity demand of small and medium-sized companies that is flexible enough so that it can be used for various business sectors. The model incorporates the grid load as an exogenous factor and seasonalities on a daily, weekly and yearly basis. It is demonstrated how the model can be used e.g. for estimating the risk of retail contracts. The uncertainty of electricity demand is an important risk factor for customers as well as for utilities and retailers. As a consequence, forecasting electricity load and its risk is now an integral component of the risk management for all market participants.

Spatial Electric Load Forecasting

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Publisher : CRC Press
ISBN 13 : 9780203910764
Total Pages : 770 pages
Book Rating : 4.9/5 (17 download)

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Book Synopsis Spatial Electric Load Forecasting by : H. Lee Willis

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.

Intelligent Energy Demand Forecasting

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Publisher : Springer Science & Business Media
ISBN 13 : 1447149688
Total Pages : 203 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Intelligent Energy Demand Forecasting by : Wei-Chiang Hong

Download or read book Intelligent Energy Demand Forecasting written by Wei-Chiang Hong and published by Springer Science & Business Media. This book was released on 2013-03-12 with total page 203 pages. Available in PDF, EPUB and Kindle. Book excerpt: As industrial, commercial, and residential demands increase and with the rise of privatization and deregulation of the electric energy industry around the world, it is necessary to improve the performance of electric operational management. Intelligent Energy Demand Forecasting offers approaches and methods to calculate optimal electric energy allocation to reach equilibrium of the supply and demand. Evolutionary algorithms and intelligent analytical tools to improve energy demand forecasting accuracy are explored and explained in relation to existing methods. To provide clearer picture of how these hybridized evolutionary algorithms and intelligent analytical tools are processed, Intelligent Energy Demand Forecasting emphasizes on improving the drawbacks of existing algorithms. Written for researchers, postgraduates, and lecturers, Intelligent Energy Demand Forecasting helps to develop the skills and methods to provide more accurate energy demand forecasting by employing novel hybridized evolutionary algorithms and intelligent analytical tools.

Demand Forecasting for Electric Utilities

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Publisher :
ISBN 13 :
Total Pages : 552 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Demand Forecasting for Electric Utilities by : Clark W. Gellings

Download or read book Demand Forecasting for Electric Utilities written by Clark W. Gellings and published by . This book was released on 1992 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Electrical Load Forecasting

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Publisher : Elsevier
ISBN 13 : 0123815444
Total Pages : 441 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Electrical Load Forecasting by : S.A. Soliman

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

Water Demand Forecasting

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Publisher : CRC Press
ISBN 13 : 1482275600
Total Pages : 148 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Water Demand Forecasting by : V. Gardiner

Download or read book Water Demand Forecasting written by V. Gardiner and published by CRC Press. This book was released on 1986-06-30 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an outcome of the workshop on water demand forecasting in 1985. It summarises the 'state-of-the-art' in water demand forecasting, and identifies some of its links with environmental issues. The book discusses some of the issues raised in more detail and provides case studies.

Applied Mathematics for Restructured Electric Power Systems

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Publisher : Springer
ISBN 13 : 9781441936318
Total Pages : 0 pages
Book Rating : 4.9/5 (363 download)

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Book Synopsis Applied Mathematics for Restructured Electric Power Systems by : Joe H. Chow

Download or read book Applied Mathematics for Restructured Electric Power Systems written by Joe H. Chow and published by Springer. This book was released on 2010-12-06 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 an important power system problem or problems, (2) the current practice and/or particular research approaches, and (3) future research directions. Collectively, the technical areas discussed are voltage and oscillatory stability, power system security margins, hierarchical and decentralized control, stability monitoring, embedded optimization, neural network control with adaptive critic architecture, control tuning using genetic algorithms, and load forecasting and component prediction. This volume is intended for power systems researchers and professionals charged with solving electric and power system problems.

Modeling and Forecasting Electricity Loads and Prices

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Publisher : John Wiley & Sons
ISBN 13 : 0470059990
Total Pages : 192 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Modeling and Forecasting Electricity Loads and Prices by : Rafal Weron

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.

Energy Research Abstracts

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Publisher :
ISBN 13 :
Total Pages : 492 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Energy Research Abstracts by :

Download or read book Energy Research Abstracts written by and published by . This book was released on 1989 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Energy Demand: Facts and Trends

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Publisher : Springer
ISBN 13 : 9783709186411
Total Pages : 0 pages
Book Rating : 4.1/5 (864 download)

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Book Synopsis Energy Demand: Facts and Trends by : B. Chateau

Download or read book Energy Demand: Facts and Trends written by B. Chateau and published by Springer. This book was released on 2011-12-31 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fIrst oil crisis of 1973-74 and the questions it raised in the economic and social fIelds drew attention to energy issues. Industrial societies, accustomed for two decades or more to energy sufficiently easy to produce and cheap to consume that it was thought to be inexhaustible, began to question their energy future. The studies undertaken at that time, and since, on a national, regional, or world level were over-optimistic. The problem seemed simple enough to solve. On the one hand, a certain number of resources: coal, the abundance of which was discovered, or rather rediscovered oil, source of all the problems ... In fact, the problems seemed to come, if not from oil itself (an easy explanation), then from those who produced it without really owning it, and from those who owned it without really control ling it natural gas, second only to oil and less compromised uranium, all of whose promises had not been kept, but whose resources were not in question solar energy, multiform and really inexhaustible thermonuclear fusion, and geothermal energy, etc. On the other hand, energy consumption, though excessive perhaps, was symbolic of progress, development, and increased well being. The originality of the energy policies set up since 1974 lies in the fact they no longer aimed to produce (or import) more, but to consume less. They sought, and still seek, what might be emphatically called the control of energy consump tion, or rather the control of energy demand.

Energy Abstracts for Policy Analysis

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Publisher :
ISBN 13 :
Total Pages : 700 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Energy Abstracts for Policy Analysis by :

Download or read book Energy Abstracts for Policy Analysis written by and published by . This book was released on 1988 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt:

ICT Innovations for Sustainability

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Publisher : Springer
ISBN 13 : 3319092286
Total Pages : 465 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis ICT Innovations for Sustainability by : Lorenz M. Hilty

Download or read book ICT Innovations for Sustainability written by Lorenz M. Hilty and published by Springer. This book was released on 2014-08-06 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: ICT Innovations for Sustainability is an investigation of how information and communication technology can contribute to sustainable development. It presents clear definitions of sustainability, suggesting conceptual frameworks for the positive and negative effects of ICT on sustainable development. It reviews methods of assessing the direct and indirect impact of ICT systems on energy and materials demand, and examines the results of such assessments. In addition, it investigates ICT-based approaches to supporting sustainable patterns of production and consumption, analyzing them at various levels of abstraction – from end-user devices, Internet infrastructure, user behavior, and social practices to macro-economic indicators. Combining approaches from Computer Science, Information Systems, Human-Computer Interaction, Economics, and Environmental Sciences, the book presents a new, holistic perspective on ICT for Sustainability (ICT4S). It is an indispensable resource for anyone working in the area of ICT for Energy Efficiency, Life Cycle Assessment of ICT, Green IT, Green Information Systems, Environmental Informatics, Energy Informatics, Sustainable HCI, or Computational Sustainability.

Least-Cost Electric Utility Planning

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Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 828 pages
Book Rating : 4.:/5 (45 download)

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Book Synopsis Least-Cost Electric Utility Planning by : Harry G. Stoll

Download or read book Least-Cost Electric Utility Planning written by Harry G. Stoll and published by Wiley-Interscience. This book was released on 1989-06-26 with total page 828 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents all the key elements and tools necessary to plan and operate efficient electric utility power systems. Seven sections address economics, finance, and regulation; industrial power economics; load demand and management; reliability of the generation system; cost of production in the generation system; capacity planning; and transmission planning. Each section addresses power system theory and principles and applies them to realistic utility examples. Results from solved examples are expanded to illustrate the sensitivity and direction of key parameters.

Demand-side Management Planning

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Publisher :
ISBN 13 :
Total Pages : 472 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Demand-side Management Planning by : Clark W. Gellings

Download or read book Demand-side Management Planning written by Clark W. Gellings and published by . This book was released on 1993 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a complete guide to the planning and implementation of effective demand-side management programs. This excellent reference provides expert guidance for every component of the DSM program, including load management programs, forecasting, pricing, and promotion of efficient end-use technologies. For the power user, it will provide new insight into utility incentive and rebate programs, and how to best take advantage of cost-saving benefits.

Electric Utility Resource Planning

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Publisher : Elsevier
ISBN 13 : 0128226102
Total Pages : 260 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Electric Utility Resource Planning by : Joe Ferrari

Download or read book Electric Utility Resource Planning written by Joe Ferrari and published by Elsevier. This book was released on 2020-09-09 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: Electric Utility Resource Planning: Past, Present and Future covers the balance of renewable costs, energy storage, and flexible backstop mechanisms needed in electric utility resource planning. In addition, it covers the optimization of planning methodologies and market design. The book argues that net load, ramping and volatility concerns associated with renewables call into question the validity of almost a century of planning approaches. Finally, it suggests that accounting for flexibility helps optimize the efficiency of the entire fleet of assets, minimizing costs and CO2 generation simultaneously, concluding that a flexible, independent backstop mechanism is needed, regardless of renewables or storage. Case studies provide a mix of hypothetical "what if" scenarios and analyses of real-life utility portfolios drawn from international examples. - Examines how resource planners and policy specialists can plan to incorporate renewable generation technologies, thus uniting considerations of technology, methodology, business and policy - Focuses on the reality of long-term decision-making and planning processes in working utilities - Reviews novel approaches towards resource planning that yield lower costs and CO2 - Emphasizes the need for flexible backstop mechanisms to maintain reliability

Energy for Sustainable Development

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Publisher : Academic Press
ISBN 13 : 0128146451
Total Pages : 218 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Energy for Sustainable Development by : Md Hasanuzzaman

Download or read book Energy for Sustainable Development written by Md Hasanuzzaman and published by Academic Press. This book was released on 2019-10-31 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Energy for Sustainable Development: Demand, Supply, Conversion and Management presents a comprehensive look at recent developments and provides guidance on energy demand, supply, analysis and forecasting of modern energy technologies for sustainable energy conversion. The book analyzes energy management techniques and the economic and environmental impact of energy usage and storage. Including modern theories and the latest technologies used in the conversion of energy for traditional fossil fuels and renewable energy sources, this book provides a valuable reference on recent innovations. Researchers, engineers and policymakers will find this book to be a comprehensive guide on modern theories and technologies for sustainable development.

International Energy Outlook

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Publisher :
ISBN 13 :
Total Pages : 74 pages
Book Rating : 4.3/5 (129 download)

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Book Synopsis International Energy Outlook by :

Download or read book International Energy Outlook written by and published by . This book was released on 1986 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: