Shohei Miyata

Model-Based Fault Detection and Diagnosis Using Convolutional Neural Networks in Heat Source System with Water Thermal Storage Tanks

Yasunori Akashi, Shohei Miyata, Jongyeon Lim, 2019 .

Model-based analysis and evaluation of sensor faults in heat source system

Yasunori Akashi, Shohei Miyata, Jongyeon Lim, 2019 .

Fault detection and diagnosis for heat source system using convolutional neural network with imaged faulty behavior data

Yasunori Akashi, Shohei Miyata, Jongyeon Lim, 2019, Science and Technology for the Built Environment.

Fault evaluation process in HVAC system for decision making of how to respond to system faults

Yasunori Akashi, Shohei Miyata, Jongyeon Lim, 2019, IOP Conference Series: Earth and Environmental Science.

Fault detection in HVAC systems using a distribution considering uncertainties

Yasunori Akashi, Shohei Miyata, Jongyeon Lim, 2019 .

Optimal set-point regulation in HVAC system for controllability and energy efficiency

Yasunori Akashi, Shohei Miyata, Yasuhiro Kuwahara, 2020 .