OptiModel

sensitivity analysis model-based systems design surrogate model; error quantification; model selec capacity factor cost of energy rayleigh distribution heuristic optimization; variable fidelity model; h informed decision-making unrestricted wind farm layout optimization uncertainty quantification large-scale wind farm; layout optimization; surrog robust optimization; surrogate model; variable fid particle swarm optimization wind farm layout optimization. uncertainty quan- tification surrogate model. mixed-integer non-linear pro- gramming (minlp) optimization model selection keywords: error estimation surrogate model; model selection; hyper-parameter surrogate-based design optimization infill criteria sequential sampling cross-over kriging cf - lami trade-off wind farm design land use bi-level multi-objective wind farm optimization (b kriging; regional error measures; sampling; surrog uncertainty wind farm cost support vector machine pattern classification surrogate modeling wind resource assessment cross-validation turbine tradeoff wind farm layout optimization farm layout optimiza- tion commercial turbines us wind map