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scopus(199)
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:scopusComputational and economic limitations of dispatch operations in the next-generation power grid
Conference ObjectAbstract: We study the interactions between computational and economic performance of dispatch operations undePalabras claves:Autores:Botterud A., Constantinescu E., Víctor M. Zavala, Wang J.Fuentes:scopusComputationally efficient, approximate moving horizon state estimation for nonlinear systems
Conference ObjectAbstract: Moving horizon estimation for discrete-time nonlinear systems is addressed by using fast optimizatioPalabras claves:Autores:Alessandri A., Baglietto M., Battistelli G., Víctor M. ZavalaFuentes:scopusBalancing stakeholder priorities in the operation of combined heat and power systems
ArticleAbstract: This work explores the impact of re-adjusting demand patterns (electricity and hot water) of buildinPalabras claves:CHP systems, Decision-making, demand patterns, Multi-stakeholderAutores:Fuentes-Cortés L.F., Ponce-Ortega J.M., 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:scopusBiogas production in United States dairy farms incentivized by electricity policy changes
ArticleAbstract: The agricultural practice of spreading dairy manure on crop fields leads to widespread air and waterPalabras claves:Autores:Erickson E.D., Tominac P.A., Víctor M. ZavalaFuentes: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:scopus