Learning Approximate Semi-Explicit Hybrid MPC with an Application to Microgrids
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.1192
Abstract: Abstract We present a semi-explicit formulation of model predictive controllers for hybrid systems with feasibility guarantees. The key idea is to use a machine-learning approach to learn a compact predictor of the integer/binary components of… read more here.
Keywords: semi; hybrid mpc; approximate semi; learning approximate ... See more keywords
Explicit and Hybrid Solvent Models for Estimates of Parameters Relevant to the Reduction Potential of Ethylene Carbonate
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DOI: 10.3390/ijms232415590
Abstract: Using ethylene carbonate as a sample solvent, we investigated two molecular parameters used to estimate the reduction potential of the solvent: electron affinity, and the energy of the lowest unoccupied molecular orbital (LUMO). The results… read more here.
Keywords: ethylene carbonate; solvent; solvent models; hybrid solvent ... See more keywords