I. INTRODUCTION
Microgrid systems and energy management in general,
represent an actual area of research [1]. Many works are
providing different modeling and control approaches depending
on the global objectives of the corresponding systems.
Some works propose a predictive control framework which
takes into consideration the cost values, power consumption
and generation profiles, as well as specific constraints [2].
However, only simplified linear models for the microgrid
components are employed.