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: We present an algorithm, based on the Differential Dynamic Programming framework, to handle trajectory optimization problems in which the horizon is determined online rather than fixed a ...