Nemati, Hadi Sánchez Martín, Pedro Sigrist, Lukas Ortega Manjavacas, Álvaro 2025-09-26T17:57:52Z 2025-09-26T17:57:52Z 2025-02-11 http://hdl.handle.net/11531/105301 Capítulos en libros Different probability distributions yield different outcomes of optimization problems under uncertainty such as the optimal bidding problem of RES-only Virtual Power Plant (RVPP). Robust Optimization represents uncertainties by sets, which are parameterized according to the assumed underlying probability distributions. This paper analyzes the impact of uncertain data related to energy and reserve market prices as well as non-dispatchable renewable production and demand on the outcomes of the optimal RVPP electricity market bidding problem. Different parameters related to the accuracy and shape of data forecast are analyzed and their impact on the RVPP bidding strategy is obtained by sensitivity analysis. Different probability distributions yield different outcomes of optimization problems under uncertainty such as the optimal bidding problem of RES-only Virtual Power Plant (RVPP). Robust Optimization represents uncertainties by sets, which are parameterized according to the assumed underlying probability distributions. This paper analyzes the impact of uncertain data related to energy and reserve market prices as well as non-dispatchable renewable production and demand on the outcomes of the optimal RVPP electricity market bidding problem. Different parameters related to the accuracy and shape of data forecast are analyzed and their impact on the RVPP bidding strategy is obtained by sensitivity analysis. application/pdf en-GB Institute of Electrical and Electronics Engineers Power and Energy Society; University of Zagreb (Dubrovnik, Croacia) Libro: IEEE PES International Conference on Innovative Smart Grid Technologies Europe - ISGT Europe 2024, Página inicial: 1-5, Página final: Instituto de Investigación Tecnológica (IIT) Impact of uncertain data in robust optimal bidding of RVPP in energy and reserve markets info:eu-repo/semantics/bookPart info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/restrictedAccess Renewable-only virtual power plant, robust optimization, data forecast sensitivity, energy and reserve markets. Renewable-only virtual power plant, robust optimization, data forecast sensitivity, energy and reserve markets.