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Multi-agent-based energy management of multiple grid-connected green buildings

handle: 2117/407128
Integration of distributed energy resources (DER) in electrical microgrids introduces residential green buildings (RGB) with the promising decrement in fossil fuel consumption. This novel concept compromises with numerous challenges such as control DERs and consumers in a home microgrid (H-MG), based on historical data and market clearing price (MCP), which requires multi-objective analysis and energy management system (EMS). Identically, tremendous issues emerged when integrating these systems with RGBs. Therefore, multi-agent systems (MAS) are capable of utilizing parallel computing as a control method, where each RGB is represented as an agent with independent decision-making capability, while productively cooperating with other agents. In this paper, an effective EMS has been presented with MAS (EMS-MAS) for DER in a neighbourhood grid, accompanied by several RGBs. The RGB includes controllable and uncontrollable devices and several electrical and thermal loads along with the retailers. Finally, the results confirm that proposed model has significantly enhanced the overall energy efficiency and the profit of individual RGBs, and optimally managed the devices in RGBs while encouraging demand response (DR) load programs, retailers and MCP reduction.
- Universitat Polite`cnica de Catalunya Spain
- King Abdulaziz University Saudi Arabia
- Teesside University United Kingdom
- Northumbria University United Kingdom
- Northumbria University United Kingdom
Architecture and energy conservation, Àrees temàtiques de la UPC::Energies::Eficiència energètica, Multi-agent-systems, :Energies::Eficiència energètica [Àrees temàtiques de la UPC], Demand side management, Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Desenvolupament sostenible, :Desenvolupament humà i sostenible::Desenvolupament sostenible [Àrees temàtiques de la UPC], Arquitectura i estalvi d'energia, Sustainable buildings, Àrees temàtiques de la UPC::Enginyeria elèctrica::Distribució d’energia elèctrica::Xarxes elèctriques, Home microgrid, Edificis sostenibles, Energy management system, :Enginyeria elèctrica::Distribució d’energia elèctrica::Xarxes elèctriques [Àrees temàtiques de la UPC]
Architecture and energy conservation, Àrees temàtiques de la UPC::Energies::Eficiència energètica, Multi-agent-systems, :Energies::Eficiència energètica [Àrees temàtiques de la UPC], Demand side management, Àrees temàtiques de la UPC::Desenvolupament humà i sostenible::Desenvolupament sostenible, :Desenvolupament humà i sostenible::Desenvolupament sostenible [Àrees temàtiques de la UPC], Arquitectura i estalvi d'energia, Sustainable buildings, Àrees temàtiques de la UPC::Enginyeria elèctrica::Distribució d’energia elèctrica::Xarxes elèctriques, Home microgrid, Edificis sostenibles, Energy management system, :Enginyeria elèctrica::Distribució d’energia elèctrica::Xarxes elèctriques [Àrees temàtiques de la UPC]
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).16 popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.Top 10% influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).Average impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.Top 10% visibility views 40 download downloads 12 - 40views12downloads
Data source Views Downloads UPCommons. Portal del coneixement obert de la UPC 40 12


