Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems

District heating and cooling (DHC) networks are large scale complex systems which aregenerally difficult to operate and optimize. The large thermal inertia in the systems leadsto long reaction times on changes at the consumer side, which means that forecasting ofconsumer behaviour is a needed tool f...

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Main Authors: Atta, Khalid, Birk, Wolfgang
Format: Conference Object
Language:English
Published: Luleå tekniska universitet, Signaler och system 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-67457
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spelling ftluleatu:oai:DiVA.org:ltu-67457 2023-05-15T17:09:14+02:00 Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems Atta, Khalid Birk, Wolfgang 2018 application/pdf http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-67457 eng eng Luleå tekniska universitet, Signaler och system Proceedings of the 21st Nordic Process Control Workshop http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-67457 info:eu-repo/semantics/openAccess Control Engineering Reglerteknik Conference paper info:eu-repo/semantics/conferenceObject text 2018 ftluleatu 2022-10-25T20:53:43Z District heating and cooling (DHC) networks are large scale complex systems which aregenerally difficult to operate and optimize. The large thermal inertia in the systems leadsto long reaction times on changes at the consumer side, which means that forecasting ofconsumer behaviour is a needed tool for efficient operation. Within the European Unionmany major research project target the energy reduction on the consumption side and peakload management while maintaining customer satisfaction.The optimal operation of a DHC network can therefore be considered as an interestingarea of investigation due to a number of aspects, like (i) the vast amount of the energy that is distributed by these networks, (ii) the demand to provide a better quality of services by the operators of these networks, and (iii) compliance with new environmental regulations. In this presentation, we discuss a possible conceptual method that utilizes a simpliedstatic model of different types of consumers in the network to design a decision supportsystem that will guide the operators of the DHC network to optimally operate the networkwith different operational scenarios that include but not limited to: (i) energy consumptionminimization, (ii) economic operation, (iii) peak load reduction/shifting, and (iv) environmentally friendly operation. In its current form, the operator will be informed, while in thefuture these actions could be fully automated in a closed loop context.The DHC network in Luleå, Sweden will be used as a test case which represents a typicalmedium size network. The case has a number of properties which motivate its study likee.g. the distributed generation possibilities, the geographical distribution of the consumers,and the different types of consumers in the area. The presentation will be concluded with anoutlook on future tracks of research and development Conference Object Luleå Luleå Luleå Luleå University of Technology Publications (DiVA)
institution Open Polar
collection Luleå University of Technology Publications (DiVA)
op_collection_id ftluleatu
language English
topic Control Engineering
Reglerteknik
spellingShingle Control Engineering
Reglerteknik
Atta, Khalid
Birk, Wolfgang
Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
topic_facet Control Engineering
Reglerteknik
description District heating and cooling (DHC) networks are large scale complex systems which aregenerally difficult to operate and optimize. The large thermal inertia in the systems leadsto long reaction times on changes at the consumer side, which means that forecasting ofconsumer behaviour is a needed tool for efficient operation. Within the European Unionmany major research project target the energy reduction on the consumption side and peakload management while maintaining customer satisfaction.The optimal operation of a DHC network can therefore be considered as an interestingarea of investigation due to a number of aspects, like (i) the vast amount of the energy that is distributed by these networks, (ii) the demand to provide a better quality of services by the operators of these networks, and (iii) compliance with new environmental regulations. In this presentation, we discuss a possible conceptual method that utilizes a simpliedstatic model of different types of consumers in the network to design a decision supportsystem that will guide the operators of the DHC network to optimally operate the networkwith different operational scenarios that include but not limited to: (i) energy consumptionminimization, (ii) economic operation, (iii) peak load reduction/shifting, and (iv) environmentally friendly operation. In its current form, the operator will be informed, while in thefuture these actions could be fully automated in a closed loop context.The DHC network in Luleå, Sweden will be used as a test case which represents a typicalmedium size network. The case has a number of properties which motivate its study likee.g. the distributed generation possibilities, the geographical distribution of the consumers,and the different types of consumers in the area. The presentation will be concluded with anoutlook on future tracks of research and development
format Conference Object
author Atta, Khalid
Birk, Wolfgang
author_facet Atta, Khalid
Birk, Wolfgang
author_sort Atta, Khalid
title Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
title_short Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
title_full Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
title_fullStr Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
title_full_unstemmed Utilization of Generic Consumer Modeling in Planning and Optimization of District Heating and Cooling Systems
title_sort utilization of generic consumer modeling in planning and optimization of district heating and cooling systems
publisher Luleå tekniska universitet, Signaler och system
publishDate 2018
url http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-67457
genre Luleå
Luleå
Luleå
genre_facet Luleå
Luleå
Luleå
op_relation Proceedings of the 21st Nordic Process Control Workshop
http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-67457
op_rights info:eu-repo/semantics/openAccess
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