Masayuki Fujita

Development of Predictive Control System Using Just-In-Time Modeling and Enthalpy-Aware Control in Air Conditioners for Large-Scale Data Center

2018 · International Conference on Control, Automation and Systems

In this research, we propose an energy-efficient predictive control system with outside-air-introduced-type air conditioner in large-scale data center. The system consists of two parts; a predictive part and a control part. We propose to use …

Sparse Bayesian Approach for Learning Control Barrier Functions and Safe Persistent Coverage Control

2023 · Transactions of the Society of Instrument and Control Engineers

In this paper, we propose a persistent coverage control method to safely explore unknown environments using an environmental model learned by the sparse Bayesian approach. A sparse Bayesian classification model is introduced to estimate safety …