Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization

[EN] An alternative procedure for assessment of reservoir Operation Rules (ORs) under drought situations is proposed. The definition of ORs for multi-reservoir water resources systems (WRSs) is a topic that has been widely studied by means of optimization and simulation techniques. A traditional app...

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Autores: Lerma Elvira, Néstor, Paredes Arquiola, Javier|||0000-0003-3198-2169, Andreu Álvarez, Joaquín|||0000-0001-5087-5014, Solera Solera, Abel|||0000-0001-7464-3963
Tipo de recurso: artículo
Fecha de publicación:2013
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/40222
Acceso en línea:https://riunet.upv.es/handle/10251/40222
Access Level:acceso abierto
Palabra clave:Water resources system
Genetic algorithms
PIKAIA
Operating rules
Decision support system
AQUATOOL
Simulation
Optimization
Agricultural demands
Drought
Deficits
INGENIERIA HIDRAULICA
id ES_cf4aff39f02a7a5062d79b0c47ea9dee
oai_identifier_str oai:riunet.upv.es:10251/40222
network_acronym_str ES
network_name_str España
repository_id_str
dc.title.none.fl_str_mv Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
title Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
spellingShingle Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
Lerma Elvira, Néstor
Water resources system
Genetic algorithms
PIKAIA
Operating rules
Decision support system
AQUATOOL
Simulation
Optimization
Agricultural demands
Drought
Deficits
INGENIERIA HIDRAULICA
title_short Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
title_full Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
title_fullStr Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
title_full_unstemmed Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
title_sort Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimization
dc.creator.none.fl_str_mv Lerma Elvira, Néstor
Paredes Arquiola, Javier|||0000-0003-3198-2169
Andreu Álvarez, Joaquín|||0000-0001-5087-5014
Solera Solera, Abel|||0000-0001-7464-3963
author Lerma Elvira, Néstor
author_facet Lerma Elvira, Néstor
Paredes Arquiola, Javier|||0000-0003-3198-2169
Andreu Álvarez, Joaquín|||0000-0001-5087-5014
Solera Solera, Abel|||0000-0001-7464-3963
author_role author
author2 Paredes Arquiola, Javier|||0000-0003-3198-2169
Andreu Álvarez, Joaquín|||0000-0001-5087-5014
Solera Solera, Abel|||0000-0001-7464-3963
author2_role author
author
author
dc.contributor.none.fl_str_mv Departamento de Ingeniería Hidráulica y Medio Ambiente
Instituto Universitario de Ingeniería del Agua y del Medio Ambiente
Escuela Técnica Superior de Ingeniería de Caminos, Canales y Puertos
European Commission
Ministerio de Ciencia e Innovación
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Water resources system
Genetic algorithms
PIKAIA
Operating rules
Decision support system
AQUATOOL
Simulation
Optimization
Agricultural demands
Drought
Deficits
INGENIERIA HIDRAULICA
topic Water resources system
Genetic algorithms
PIKAIA
Operating rules
Decision support system
AQUATOOL
Simulation
Optimization
Agricultural demands
Drought
Deficits
INGENIERIA HIDRAULICA
description [EN] An alternative procedure for assessment of reservoir Operation Rules (ORs) under drought situations is proposed. The definition of ORs for multi-reservoir water resources systems (WRSs) is a topic that has been widely studied by means of optimization and simulation techniques. A traditional approach is to link optimization methods with simulation models. Thus the objective here is to obtain drought ORs for a real and complex WRS: the Júcar River basin in Spain, in which one of the main issues is the resource allocation among agricultural demands in periods of drought. To deal with this problem, a method based on the combined use of genetic algorithms (GA) and network flow optimization (NFO) is presented. The GA used was PIKAIA, which has previously been used in other water resources related fields. This algorithm was linked to the SIMGES simulation model, a part of the AQUATOOL decision support system (DSS). Several tests were developed for defining the parameters of the GA. The optimization of various ORs was analysed with the objective of minimizing short-term and long-term water deficits. The results show that simple ORs produce similar results to more sophisticated ones. The usefulness of this approach in the assessment of ORs for complex multi-reservoir systems is demonstrated.
publishDate 2013
dc.date.none.fl_str_mv 2013
2013-05-01
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/40222
url https://riunet.upv.es/handle/10251/40222
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv European Commission https://doi.org/10.13039/501100000780 FP7 282769 Fostering European Drought Research and Science-Policy Interfacing
Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 CGL2009-11798 Integración de metodologías multidisciplinares en la planificación hidrológica dentro del ámbito de la Directiva Marco Europea en política de aguas
European Commission https://doi.org/10.13039/501100000780 FP7 262902 Sustainable Irrigation water management and River-basin governance: Implementing User-driven Services
Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 CSD2009-00065 Evaluación y predicción de los efectos del cambio global en la cantidad y la calidad del agua en ríos ibéricos
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
Reserva de todos los derechos
http://rightsstatements.org/vocab/InC/1.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Taylor & Francis; STM, Behavioural Science and Public Health Titles
publisher.none.fl_str_mv Taylor & Francis; STM, Behavioural Science and Public Health Titles
dc.source.none.fl_str_mv reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
instname:Universitat Politècnica de València (UPV)
instname_str Universitat Politècnica de València (UPV)
reponame_str RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
collection RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling Development of operating rules for a complex multireservoir system by coupling genetic algorithms and network optimizationLerma Elvira, NéstorParedes Arquiola, Javier|||0000-0003-3198-2169Andreu Álvarez, Joaquín|||0000-0001-5087-5014Solera Solera, Abel|||0000-0001-7464-3963Water resources systemGenetic algorithmsPIKAIAOperating rulesDecision support systemAQUATOOLSimulationOptimizationAgricultural demandsDroughtDeficitsINGENIERIA HIDRAULICA[EN] An alternative procedure for assessment of reservoir Operation Rules (ORs) under drought situations is proposed. The definition of ORs for multi-reservoir water resources systems (WRSs) is a topic that has been widely studied by means of optimization and simulation techniques. A traditional approach is to link optimization methods with simulation models. Thus the objective here is to obtain drought ORs for a real and complex WRS: the Júcar River basin in Spain, in which one of the main issues is the resource allocation among agricultural demands in periods of drought. To deal with this problem, a method based on the combined use of genetic algorithms (GA) and network flow optimization (NFO) is presented. The GA used was PIKAIA, which has previously been used in other water resources related fields. This algorithm was linked to the SIMGES simulation model, a part of the AQUATOOL decision support system (DSS). Several tests were developed for defining the parameters of the GA. The optimization of various ORs was analysed with the objective of minimizing short-term and long-term water deficits. The results show that simple ORs produce similar results to more sophisticated ones. The usefulness of this approach in the assessment of ORs for complex multi-reservoir systems is demonstrated.The authors wish to thank the Confederacion Hidrogrofica del Jucar (Spanish Ministry of the Environment) for the data provided in developing this study and the Comision Interministerial de Ciencia y Tecnologia, CICYT (Spanish Ministry of Science and Innovation) for funding the projects INTEGRAME (contract CGL2009-11798) and SCARCE (programme Consolider-Ingenio 2010, project CSD2009-00065). The authors also thank the European Commission (Directorate-General for Research and Innovation) for funding the project DROUGHT-R&SPI (programme FP7-ENV-2011, project 282769) and the Seventh Framework Programme of the European Commission for funding the project SIRIUS (FP7-SPACE-2010-1, project 262902). We are grateful to the reviewers for their valuable comments, which have improved this paper.Taylor & Francis; STM, Behavioural Science and Public Health TitlesDepartamento de Ingeniería Hidráulica y Medio AmbienteInstituto Universitario de Ingeniería del Agua y del Medio AmbienteEscuela Técnica Superior de Ingeniería de Caminos, Canales y PuertosEuropean CommissionMinisterio de Ciencia e InnovaciónRepositorio Institucional de la Universitat Politècnica de València Riunet20132013-05-01journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfapplication/pdfhttps://riunet.upv.es/handle/10251/40222reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengEuropean Commission https://doi.org/10.13039/501100000780 FP7 282769 Fostering European Drought Research and Science-Policy InterfacingMinisterio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 CGL2009-11798 Integración de metodologías multidisciplinares en la planificación hidrológica dentro del ámbito de la Directiva Marco Europea en política de aguasEuropean Commission https://doi.org/10.13039/501100000780 FP7 262902 Sustainable Irrigation water management and River-basin governance: Implementing User-driven ServicesMinisterio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 CSD2009-00065 Evaluación y predicción de los efectos del cambio global en la cantidad y la calidad del agua en ríos ibéricosopen accesshttp://purl.org/coar/access_right/c_abf2Reserva de todos los derechoshttp://rightsstatements.org/vocab/InC/1.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/402222026-06-13T07:49:27Z
score 15.301603

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