From Resource Complementarity to Temporal Integration Behaviour: A Technology-Agnostic Framework for Wind–Solar Hybrid Systems
Miranda Halili
1 
, Valbona Muda
2, Driada Mitrushi
2, Fjorela Verore
3,
4
1 University of Vlora “Ismail Qemali”, Vlora, Albania
2 Polytechnic University of Tirana, Tirana, Albania
3 University of Vlora “Ismail Qemali”, Tirana, Albania
4
Abstract
This study presents a technology-agnostic framework for analysing wind–solar hybridisation from a resource-based perspective, focusing on integration-relevant temporal behaviour. Renewable availability is represented using normalised signals, enabling the evaluation of variability and inter-period transition intensity as key indicators of temporal dynamics. The results reveal a non-linear response to the mixing parameter, with variability minimised at balanced wind–solar contributions, while transition intensity reaches its minimum at higher solar shares. This non-coincidence highlights an inherent trade-off between different integration objectives. A demand-aware residual proxy is introduced to assess temporal alignment between renewable availability and electricity demand, indicating improved alignment under hybrid configurations at monthly resolution. The framework operates independently of technology-specific assumptions and dispatch modelling, providing a transparent basis for early-stage planning and hybrid configuration screening. The findings demonstrate how resource complementarity can be systematically linked to integration-relevant behaviour across temporal scales.
Keywords: Wind–solar hybrid systems, Resource complementarity, Temporal variability, Inter-period transition, Demand–availability alignment, Technology-agnostic framework, Renewable energy integration
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