Optimal price-threshold control for battery operation with aging phenomenon: a quasiconvex optimization approach
Sign Up to like & getrecommendations! Published in 2017 at "Annals of Operations Research"
DOI: 10.1007/s10479-017-2505-4
Abstract: This paper is concerned with grid-level battery storage operations, taking battery aging into consideration. Battery operations under price uncertainty are modeled as a Markov Decision Process with expected cumulated discounted rewards. The structure of the… read more here.
Keywords: quasiconvex; price; battery; threshold control ... See more keywords
Learning interpretable multi-class models by means of hierarchical decomposition: Threshold Control for Nested Dichotomies
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.07.097
Abstract: Abstract The success of Artificial Intelligence at solving real-world problems poses the need for interpretable models, especially in human-centered applications. The multi-class scenario is often present in these environments; however, the majority of research on… read more here.
Keywords: class models; control nested; interpretable multi; class ... See more keywords