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Probabilistic simulation-based multi-objective optimization approach for hybrid power systems. • Study the uncertainties of renewable resources availability, load demand, and components failure. • Post-optimization sensitive analysis leads to unfeasible solutions. • Optimization with uncertainties implies higher costs for the same level of reliability. • Useful decision making tool to design optimum and robust power systems.

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