RT journal article T1 Impact of Thermal Stores on Multi-Energy Microgrids with Multi-Layer Dynamic Control Architecture A1 Horrillo Quintero, Pablo A1 De la Cruz-Loredo, Iván A1 García Triviño, Pablo A1 Ugalde-Loo, Carlos E. A1 Fernández Ramírez, Luis Miguel A2 Ingeniería Eléctrica K1 Multi-energy microgrid K1 thermal energy storage K1 dynamic control K1 hydrogen K1 electrical power AB Thermal energy storage systems (TESSs) enhance multi-energy microgrids (MEMGs) operationby optimizing energy management. While previous research primarily focused on optimizing theMEMG operation using static MEMG models, this paper analyzes the dynamic impact of TESSon a grid-connected residential MEMG. This includes a photovoltaic plant, an electrical battery,and a hydrogen system with an electrolyzer, a fuel cell, and hydrogen tank. The thermal subsystemincludes a gas boiler, a micro-combined heat and power (CHP) unit, an electric boiler, and a TESStank. A novel intelligent control architecture based on fuzzy logic, model predictive control, andnonlinear optimization is presented to control the MEMG. Simulation results with TESS reveal abalanced heat production and demand, and improved temperature control. The integral timesquared error (ITSE) is reduced by 91 % for the hot water circuit control and 81% for the overallthermal balance of the MEMG. The improved control scheme also reduces the gas consumption,with a reduction of 12.44% for the gas boiler, 1.81% for the CHP, and 8.66% in total, leading inturn to reduced operational costs (by 6%) and CO2 emissions (by 8.37%) compared to the MEMGoperation without a TESS under the same control scheme. YR 2025 FD 2025-02-25 LK http://hdl.handle.net/10498/35711 UL http://hdl.handle.net/10498/35711 LA eng NO This work was partially supported by Ministerio de Ciencia e Innovación, Agencia Estatal deInvestigación, and Unión Europea (Grant TED2021-129631B-C32 supported byMCIN/AEI/10.13039/501100011033 and NextGenerationEU/PRTR) DS Repositorio Institucional de la Universidad de Cádiz RD 10-may-2026