This research develops a novel hybrid fuel heat pump system for space heating of residential and small commercial buildings with built-in optimization and control. Whereas conventional dual fuel ...

Abstract: Dear Editor, In this letter, the multi-objective optimal control problem of nonlinear discrete-time systems is investigated. A data-driven policy gradient algorithm is proposed in which the ...

Abstract: This paper addresses the optimal control problem for a class of nonlinear systems that present significant challenges due to state constraints, unmodeled dynamics, and a nonstrict feedback ...

In accordance with Harvard University policy, Professional Education at the Harvard Graduate School of Education affirms the right of all individuals to equal treatment in education without regard to ...