Researcher

• Jan 2022 - Present

Development of neural controllers and neural simulators Development of neural controllers and neural simulators

Research Scientist, Cofounder

• Aug 2017 - Present

Development of data-efficient forecasts and decentralized control algorithms for the coordination of distributed controllable loads. Development of data-efficient forecasts and decentralized control algorithms for the coordination of distributed controllable loads.

Scientific Researcher

• Oct 2018 - Present

◦ Residential load and PV power forecasting: Development and evaluation of parametric and non-parametric forecasters for the multi step-ahead prediction of power consumption/production◦ Distributed control algorithms: Development of distributed algorithms for the control of residential loads under uncertainty.

Master Assistant

• Jun 2014 - Oct 2018

◦ Multiphysics systems modeling and simulation: Modeling and simulation of electro-thermal systems in Modelica and Python. The modeling activities included system identification of buildings thermal dynamics, modeling of heat pumps, boilers and heating system logic.◦ PV and battery sizing: Optimal sizing of PV and electrical storage systems, sensitivity analysis on economic KPIs of relevant uncertain parameters. Development of algorithms for fast evaluation of investment economic feasibility.

Internship process development

• Apr 2014 - May 2014

Heat and mass transfer analyst

• Mar 2013 - Aug 2013

Heat and mass transfer analyst - study of thermal and concentration induced natural convection in porous media, applied to the study of innovative insulation materials. Heat and mass transfer analyst - study of thermal and concentration induced natural convection in porous media, applied to the study of innovative insulation materials.