Cargando…

Computational intelligence in time series forecasting: theory and engineering applications

Foresight in an engineering enterprise can make the difference between success and failure, and can be vital to the effective control of industrial systems. Applying time series analysis in the on-line milieu of most industrial plants has been problematic owing to the time and computational effort r...

Descripción completa

Detalles Bibliográficos
Autores principales: Palit, Ajoy K, Popovic, Dobrivoje
Lenguaje:eng
Publicado: Springer 2005
Materias:
Acceso en línea:http://cds.cern.ch/record/2277833
_version_ 1780955324574859264
author Palit, Ajoy K
Popovic, Dobrivoje
author_facet Palit, Ajoy K
Popovic, Dobrivoje
author_sort Palit, Ajoy K
collection CERN
description Foresight in an engineering enterprise can make the difference between success and failure, and can be vital to the effective control of industrial systems. Applying time series analysis in the on-line milieu of most industrial plants has been problematic owing to the time and computational effort required. The advent of soft computing tools offers a solution. The authors harness the power of intelligent technologies individually and in combination. Examples of the particular systems and processes susceptible to each technique are investigated, cultivating a comprehensive exposition of the improvements on offer in quality, model building and predictive control and the selection of appropriate tools from the plethora available. Application-oriented engineers in process control, manufacturing, production industry and research centres will find much to interest them in this book. It is suitable for industrial training purposes, as well as serving as valuable reference material for experimental researchers.
id cern-2277833
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2005
publisher Springer
record_format invenio
spelling cern-22778332021-04-21T19:07:38Zhttp://cds.cern.ch/record/2277833engPalit, Ajoy KPopovic, DobrivojeComputational intelligence in time series forecasting: theory and engineering applicationsMathematical Physics and MathematicsForesight in an engineering enterprise can make the difference between success and failure, and can be vital to the effective control of industrial systems. Applying time series analysis in the on-line milieu of most industrial plants has been problematic owing to the time and computational effort required. The advent of soft computing tools offers a solution. The authors harness the power of intelligent technologies individually and in combination. Examples of the particular systems and processes susceptible to each technique are investigated, cultivating a comprehensive exposition of the improvements on offer in quality, model building and predictive control and the selection of appropriate tools from the plethora available. Application-oriented engineers in process control, manufacturing, production industry and research centres will find much to interest them in this book. It is suitable for industrial training purposes, as well as serving as valuable reference material for experimental researchers.Springeroai:cds.cern.ch:22778332005
spellingShingle Mathematical Physics and Mathematics
Palit, Ajoy K
Popovic, Dobrivoje
Computational intelligence in time series forecasting: theory and engineering applications
title Computational intelligence in time series forecasting: theory and engineering applications
title_full Computational intelligence in time series forecasting: theory and engineering applications
title_fullStr Computational intelligence in time series forecasting: theory and engineering applications
title_full_unstemmed Computational intelligence in time series forecasting: theory and engineering applications
title_short Computational intelligence in time series forecasting: theory and engineering applications
title_sort computational intelligence in time series forecasting: theory and engineering applications
topic Mathematical Physics and Mathematics
url http://cds.cern.ch/record/2277833
work_keys_str_mv AT palitajoyk computationalintelligenceintimeseriesforecastingtheoryandengineeringapplications
AT popovicdobrivoje computationalintelligenceintimeseriesforecastingtheoryandengineeringapplications