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scopus(82)
Characterizing the pbkp_redictive accuracy of dynamic mode decomposition for data-driven control
Conference ObjectAbstract: Dynamic mode decomposition (DMD) is a versatile approach that enables the construction of low-orderPalabras claves:control, DATA, Dynamic mode decomposition, error bounds, Low-order modelsAutores:Lu Q., Shin S., Víctor M. ZavalaFuentes:scopusClustering-based preconditioning for stochastic programs
ArticleAbstract: We present a clustering-based preconditioning strategy for KKT systems arising in stochastic programPalabras claves:Clustering, Interior-point, Large-scale, preconditioning, stochasticAutores:Cao Y., Laird C.D., Víctor M. ZavalaFuentes:scopusBayesian optimization with reference models: A case study in MPC for HVAC central plants
ArticleAbstract: We present a framework for exploiting reference models in Bayesian optimization (BO). Our approach iPalabras claves:Bayesian optimization, HVAC Plants, MPC Tuning, Reference modelsAutores:González L.D., Kumar R., Lu Q., Víctor M. ZavalaFuentes:scopusBenchmarking ADMM in nonconvex NLPs
ArticleAbstract: We study connections between the alternating direction method of multipliers (ADMM), the classical mPalabras claves:ADMM, Augmented Lagrangian, COORDINATION, decomposition, Large-scale, NLPAutores:Laird C.D., Nicholson B., Rodriguez J.S., Víctor M. ZavalaFuentes:scopusBenchmarking stochastic and deterministic MPC: A case study in stationary battery systems
ArticleAbstract: We present a computational framework that integrates forecasting, uncertainty quantification, and moPalabras claves:battery storage, Constraints, Forecasts, Model Pbkp_redictive Control, UNCERTAINTYAutores:Drees K.H., Elbsat M.N., Ellis M.J., Jalving J., Kumar R., Víctor M. Zavala, Wenzel M.J.Fuentes:scopusAn asynchronous bundle-trust-region method for dual decomposition of stochastic mixed-integer programming
ArticleAbstract: We present an asynchronous bundle-trust-region algorithm within the context of Lagrangian dual decomPalabras claves:Asynchronous, bundle methods, Parallel computing, Stochastic integer programmingAutores:Kim K., Petra C., Víctor M. ZavalaFuentes:scopusAn asynchronous decomposition algorithm for security constrained unit commitment under contingency events
Conference ObjectAbstract: We present a parallel and asynchronous decomposition algorithm for solving security constrained unitPalabras claves:Asynchronous parallel computing, Dual decomposition, Security-constrained unit commitmentAutores:Anitescu M., Kim K., Víctor M. ZavalaFuentes:scopusAn inertia-free filter line-search algorithm for large-scale nonlinear programming
ArticleAbstract: We present a filter line-search algorithm that does not require inertia information of the linear syPalabras claves:Filter line-search, Inertia, Large-scale, Nonconvex, nonlinear programmingAutores:Chiang N.Y., Víctor M. ZavalaFuentes:scopusAnalyzing the effects of comfort relaxation on energy demand flexibility of buildings: A multiobjective optimization approach
ArticleAbstract: We present a multiobjective optimization framework to evaluate the effects of comfort relaxation onPalabras claves:Comfort relaxation energy flexibility, HVAC systems, Multiobjective optimization, Optimal ControlAutores:Flores-Tlacuahuac A., Morales-Valdés P., Víctor M. ZavalaFuentes:scopusA Chance-Constrained Nonlinear Programming Approach for Equipment Design Under Uncertainty
Book PartAbstract: In this work there are shown different strategies to cope uncertainty in large-scale chance-constraiPalabras claves:design, flares, sigmoid conditional value at risk, UNCERTAINTYAutores:Cao Y., Ponce-Ortega J.M., Tovar-Facio J., Víctor M. ZavalaFuentes:scopus