Neural Network Computing For The Electric Power Industry

Author : Dejan J. Sobajic
Publisher : Psychology Press
Page : 246 pages
File Size : 55,5 Mb
Release : 2013-06-17
Category : Psychology
ISBN : 9781134781973

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Neural Network Computing for the Electric Power Industry by Dejan J. Sobajic Pdf

Power system computing with neural networks is one of the fastest growing fields in the history of power system engineering. Since 1988, a considerable amount of work has been done in investigating computing capabilities of neural networks and understanding their relevance to providing efficient solutions for outstanding complex problems of the electric power industry. A principal objective of a power utility is to provide electric energy to its customers in a secure, reliable and economic manner. Toward this aim, utility personnel are engaged in a variety of activities in areas of supervisory control and monitoring, evaluation of operating conditions, operation planning and scheduling, system development, equipment testing, etc. Over the past decades significant advances have been made in the development of new concepts, design of hardware and software systems, and implementation of solid-state devices which all contributed to the steadily improving power system performance that we are experiencing today. Advanced information processing technologies played an important role in these development efforts. Members of the Special Interest Group for Power Engineering of the INNS recognized the need for bringing together leading researchers in the field of neurocomputing with experts from power utilities and manufacturing companies to assess the current state of affairs and to explore the directions of further research and practice. This book is based on The Summer Workshop on Neural Network Computing for the Electric Power Industry which brought together approximately forty specialists with backgrounds in power engineering, system operation and planning, neural network theory and AI systems design. An informal and highly inspiring atmosphere of the workshop facilitated open discussion and exchange of expertise between the participants.

Author : Dejan Sobajic
Publisher : Unknown
Page : 240 pages
File Size : 48,8 Mb
Release : 2013
Category : Engineering
ISBN : OCLC:1102386936

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Neural Network Computing for the Electric Power Industry by Dejan Sobajic Pdf

Power system computing with neural networks is one of the fastest growing fields in the history of power system engineering. Since 1988, a considerable amount of work has been done in investigating computing capabilities of neural networks and understanding their relevance to providing efficient solutions for outstanding complex problems of the electric power industry. A principal objective of a power utility is to provide electric energy to its customers in a secure, reliable and economic manner. Toward this aim, utility personnel are engaged in a variety of activities in areas of supervisory control and monitoring, evaluation of operating conditions, operation planning and scheduling, system development, equipment testing, etc. Over the past decades significant advances have been made in the development of new concepts, design of hardware and software systems, and implementation of solid-state devices which all contributed to the steadily improving power system performance that we are experiencing today. Advanced information processing technologies played an important role in these development efforts. Members of the Special Interest Group for Power Engineering of the INNS recognized the need for bringing together leading researchers in the field of neurocomputing with experts from power utilities and manufacturing companies to assess the current state of affairs and to explore the directions of further research and practice. This book is based on The Summer Workshop on Neural Network Computing for the Electric Power Industry which brought together approximately forty specialists with backgrounds in power engineering, system operation and planning, neural network theory and AI systems design. An informal and highly inspiring atmosphere of the workshop facilitated open discussion and exchange of expertise between the participants.

Author : Françoise Fogelman Soulié,Patrick Gallinari
Publisher : World Scientific
Page : 488 pages
File Size : 54,7 Mb
Release : 1998-01-15
Category : Technology & Engineering
ISBN : 9789814525374

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Industrial Applications of Neural Networks by Françoise Fogelman Soulié,Patrick Gallinari Pdf

This book is a collection of real-world applications of neural networks, which were presented at the ICANN '95 conference of the European Neural Network Society. The contributions have been carefully selected by the Program Committee under three criteria: soundness of the technical approach, relevance for the application sector, and quality of the results obtained. The book covers all major areas of industrial and service activities: process engineering, control and monitoring, technical diagnosis and nondestructive testing, power systems, robotics, transportation, telecommunications, remote sensing, banking, finance and insurance, forecasting, document processing, and medicine. It thus represents one of the most comprehensive existing surveys of the applicability and use of neural networks in industry and services. Contents:Process Engineering, Control and MonitoringTechnical Diagnosis and Nondestructive TestingPower SystemsRoboticsTransportationTelecommunicationsRemote SensingBanking, Finance and InsuranceDocument ProcessingMedicine Readership: Undergraduates, engineers, researchers and scientists in neural networks, electrical & electronic engineering, ocean engineering, systems & knowledge engineering, pattern/ handwriting recognition, robotics, economics/finance and medicine. keywords:

Author : Mohammad Shahidehpour,Hatim Yamin,Zuyi Li
Publisher : John Wiley & Sons
Page : 552 pages
File Size : 48,5 Mb
Release : 2003-05-28
Category : Technology & Engineering
ISBN : 9780471463948

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Market Operations in Electric Power Systems by Mohammad Shahidehpour,Hatim Yamin,Zuyi Li Pdf

An essential overview of post-deregulation market operations inelectrical power systems Until recently the U.S. electricity industry was dominated byvertically integrated utilities. It is now evolving into adistributive and competitive market driven by market forces andincreased competition. With electricity amounting to a $200 billionper year market in the United States, the implications of thisrestructuring will naturally affect the rest of the world. Why is restructuring necessary? What are the components ofrestructuring? How is the new structure different from the oldmonopoly? How are the participants strategizing their options tomaximize their revenues? What are the market risks and how are theyevaluated? How are interchange transactions analyzed and approved?Starting with a background sketch of the industry, this hands-onreference provides insights into the new trends in power systemsoperation and control, and highlights advanced issues in thefield. Written for both technical and nontechnical professionals involvedin power engineering, finance, and marketing, this must-haveresource discusses: * Market structure and operation of electric power systems * Load and price forecasting and arbitrage * Price-based unit commitment and security constrained unitcommitment * Market power analysis and game theory applications * Ancillary services auction market design * Transmission pricing and congestion Using real-world case studies, this timely survey offers engineers,consultants, researchers, financial managers, university professorsand students, and other professionals in the industry acomprehensive review of electricity restructuring and how itsradical effects will shape the market.

Author : Joseph T. DeWitte
Publisher : Routledge
Page : 521 pages
File Size : 54,7 Mb
Release : 2019-02-21
Category : Psychology
ISBN : 9781317729341

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Proceedings of the 1995 World Congress on Neural Networks by Joseph T. DeWitte Pdf

Centered around major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Author : Pradeep Kumar Mallick,Preetisudha Meher,Alak Majumder,Santos Kumar Das
Publisher : Springer Nature
Page : 1126 pages
File Size : 47,7 Mb
Release : 2020-09-22
Category : Technology & Engineering
ISBN : 9789811570315

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Electronic Systems and Intelligent Computing by Pradeep Kumar Mallick,Preetisudha Meher,Alak Majumder,Santos Kumar Das Pdf

This book presents selected, high-quality research papers from the International Conference on Electronic Systems and Intelligent Computing (ESIC 2020), held at NIT Yupia, Arunachal Pradesh, India, on 2 – 4 March 2020. Discussing the latest challenges and solutions in the field of smart computing, cyber-physical systems and intelligent technologies, it includes papers based on original theoretical, practical and experimental simulations, developments, applications, measurements, and testing. The applications and solutions featured provide valuable reference material for future product development.

Author : Graz Austria
Publisher : Elsevier
Page : 1280 pages
File Size : 44,6 Mb
Release : 2016-06-06
Category : Computers
ISBN : 9781483101040

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Proceedings of the Tenth Power Systems Computation Conference by Graz Austria Pdf

Proceedings of the Tenth Power Systems Computation Conference

Author : Rajiv Khosla
Publisher : Springer Science & Business Media
Page : 438 pages
File Size : 41,5 Mb
Release : 1997-09-30
Category : Computers
ISBN : 079239982X

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Engineering Intelligent Hybrid Multi-Agent Systems by Rajiv Khosla Pdf

Engineering Intelligent Hybrid Multi-Agent Systems is about building intelligent hybrid systems. Included is coverage of applications and design concepts related to fusion systems, transformation systems and combination systems. These applications are in areas involving hybrid configurations of knowledge-based systems, case-based reasoning, fuzzy systems, artificial neural networks, genetic algorithms, and in knowledge discovery and data mining. Through examples and applications a synergy of these subjects is demonstrated. The authors introduce a multi-agent architectural theory for engineering intelligent associative hybrid systems. The architectural theory is described at both the task structure level and the computational level. This problem-solving architecture is relevant for developing knowledge agents and information agents. An enterprise-wide system modeling framework is outlined to facilitate forward and backward integration of systems developed in the knowledge, information, and data engineering layers of an organization. In the modeling process, software engineering aspects like agent oriented analysis, design and reuse are developed and described. Engineering Intelligent Hybrid Multi-Agent Systems is the first book in the field to provide details of a multi-agent architecture for building intelligent hybrid systems.

Author : Science Society Cognitive, Con,POLSON
Publisher : Psychology Press
Page : 1080 pages
File Size : 47,8 Mb
Release : 1993
Category : Psychology
ISBN : 0805814876

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Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society by Science Society Cognitive, Con,POLSON Pdf

This volume features the complete text of all regular papers, posters, and summaries of symposia presented at the 15th annual meeting of the Cognitive Science Society.

Author : Guillermo R. Simari,Eduardo Fermé,Flabio Gutiérrez Segura,José Antonio Rodríguez Melquiades
Publisher : Springer
Page : 520 pages
File Size : 55,6 Mb
Release : 2018-11-08
Category : Computers
ISBN : 9783030039288

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Advances in Artificial Intelligence - IBERAMIA 2018 by Guillermo R. Simari,Eduardo Fermé,Flabio Gutiérrez Segura,José Antonio Rodríguez Melquiades Pdf

This book constitutes the refereed proceedings of the 16th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2018, held in Trujillo, Peru,in November 2018. The 41 papers presented were carefully reviewed and selected from 92 submissions. The papers are organized in the following topical sections: Knowledge Engineering, Knowledge Representation and Reasoning under Uncertainty., Multiagent Systems., Game Theory and Economic Paradigms, Game Playing and Interactive Entertainment, Ambient Intelligence, Machine Learning Methods, Cognitive Modeling,General AI, Knowledge Engineering, Computational Sustainability and AI, Heuristic Search and Optimization and much more.

Author : G Z Liu
Publisher : World Scientific
Page : 1718 pages
File Size : 40,7 Mb
Release : 1995-09-01
Category : Electronic
ISBN : 9789814549158

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Optimization: Techniques And Applications (Icota '95) by G Z Liu Pdf

With the advent of powerful computers and novel mathematical programming techniques, the multidisciplinary field of optimization has advanced to the stage that quite complicated systems can be addressed. The conference was organized to provide a platform for the exchange of new ideas and information and for identifying needs for future research. The contributions covered both theoretical techniques and a rich variety of case studies to which optimization can be usefully applied.

Author : Andrzej Bielecki
Publisher : Springer
Page : 156 pages
File Size : 40,8 Mb
Release : 2018-05-17
Category : Technology & Engineering
ISBN : 9783319901404

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Models of Neurons and Perceptrons: Selected Problems and Challenges by Andrzej Bielecki Pdf

This book describes models of the neuron and multilayer neural structures, with a particular focus on mathematical models. It also discusses electronic circuits used as models of the neuron and the synapse, and analyses the relations between the circuits and mathematical models in detail. The first part describes the biological foundations and provides a comprehensive overview of the artificial neural networks. The second part then presents mathematical foundations, reviewing elementary topics, as well as lesser-known problems such as topological conjugacy of dynamical systems and the shadowing property. The final two parts describe the models of the neuron, and the mathematical analysis of the properties of artificial multilayer neural networks. Combining biological, mathematical and electronic approaches, this multidisciplinary book it useful for the mathematicians interested in artificial neural networks and models of the neuron, for computer scientists interested in formal foundations of artificial neural networks, and for the biologists interested in mathematical and electronic models of neural structures and processes.

Author : Yukinori Suzuki
Publisher : Springer Science & Business Media
Page : 690 pages
File Size : 54,5 Mb
Release : 2000-03-15
Category : Computers
ISBN : 185233293X

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Soft Computing in Industrial Applications by Yukinori Suzuki Pdf

This book contains a selection of papers that were initially presented at the 4th On-Line World Conference on Soft Computing in Industrial Applications that was held in September 1999. Soft Computing provides various methodologies for developing intelligent systems that offer competitive solutions to real world problems. This book is comprised of a unique collection of papers that provide a comprehensive overview of state-of-the-art-theory and sucessful industrial applications of soft computing around the world. It is written by some of the leading researchers in this field. This book is aimed at researchers and professional engineers who are engaged in developing intelligent systems as well as graduate students in science and engineering.

Author : Paul Werbos,Harold Szu,Bernard Widrow
Publisher : Routledge
Page : 916 pages
File Size : 50,6 Mb
Release : 2021-09-10
Category : Psychology
ISBN : 9781317713418

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World Congress on Neural Networks by Paul Werbos,Harold Szu,Bernard Widrow Pdf

Centered around 20 major topic areas of both theoretical and practical importance, the World Congress on Neural Networks provides its registrants -- from a diverse background encompassing industry, academia, and government -- with the latest research and applications in the neural network field.

Author : Anonim
Publisher : Psychology Press
Page : 916 pages
File Size : 44,6 Mb
Release : 1994
Category : Artificial intelligence
ISBN : 080581745X

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World Congress on Neural Networks, San Diego by Anonim Pdf