Hiroyuki joined Mitsubishi Electric Corporation in 1995 where he had been engaged in research on electric power grid analysis, stability control, thermal/hydro generation scheduling, power liberalization support system, and smart grid system. He has also researched optimization technology and is interested in applying it to an industrial system. Before joining MERL, he was a Group Manager of power system technology group in the Advanced Technology Research Center.
- "Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants", IEEE PES Innovative Smart Grid Technologies Asia (ISGT Asia), July 11,. 2018. ,