Turning Retail Stores into Energy Assets - A MILP-Based Optimisation of Integrated Flexibility in a Swedish Local Energy Community
Hämtar...
Publicerad
Författare
Typ
Examensarbete för masterexamen
Master's Thesis
Master's Thesis
Modellbyggare
Tidskriftstitel
ISSN
Volymtitel
Utgivare
Sammanfattning
The decarbonisation of commercial buildings presents one of Europe’s most pressing energy transition challenges. Retail stores, operating continuously and consuming energy intensively, occupy a unique position at the intersection of building flexibility, on-site renewable generation, and transport electrification. Realising this potential demands coordinated operational strategies that jointly optimise distributed assets against volatile electricity markets, capacity-based grid tariffs, and the emerging opportunity of energy sharing in local energy communities (LECs). This thesis develops and applies a Mixed-Integer Linear Programming model to evaluate the techno-economic and environmental performance of integrated flexibility solutions at a two-building retail LEC case study site in Sweden. The model optimises the cost-optimal dispatch of solar photovoltaic (PV) generation, battery energy storage systems (BESS), ground-source heat pump (GSHP) thermal supply, and electric
vehicle (EV) charging covering direct, smart, and vehicle-to-grid modes, over a three-year simulation period across 34 scenarios of progressive technology integration, evaluated against energy, financial, and environmental key performance indicators. Results identify a cost-efficient PV and BESS configuration at the 500 kWp solar
production tax threshold that simultaneously maximises self-consumption. GSHP integration proves to be the most impactful single addition, reducing total energy cost by 14%, avoiding 66.7% of baseline CO2 emissions, and yielding an net present value of 3.2 MSEK with a payback period of approximately 9.6 years. The full
two-building LEC configuration (S-24) extends this through community-level energy sharing, reaching annual savings of 1.25 MSEK. EV charging adds net electricity cost under all modes, though smart and vehicle-to-grid modes limit this significantly compared to uncontrolled direct charging, which reduces annual savings by up to 23%. Sensitivity analysis identifies spot price level and volatility as the dominant drivers of economic performance, followed by GSHP coefficient of performance. This work addresses a clear gap in the existing literature by providing the first techno-economic optimisation of a retail LEC under Swedish market conditions with simultaneous integration of PV, BESS, GSHP, and three modes of EV flexibility. A two-horizon investment strategy is proposed: immediate deployment of PV, BESS, and GSHP at single-store scale, with full LEC formalisation deferred pending regulatory clarification of energy-sharing arrangements.
Beskrivning
Ämne/nyckelord
local energy community, mixed-integer linear programming, energy flexibility, battery energy storage system, vehicle-to-grid, solar photovoltaic, groundsource heat pump, retail stores
