Jong-Chyuan Tzou

A multi-objective predictive energy management strategy for residential grid-connected PV-battery hybrid systems based on machine learning technique

Jong-Chyuan Tzou, Shang-Chen Wu · Energy Conversion and Management · 2021 · 139 citations

Agriculture, Data Science, Energy Management +15

Multi-Step Short-Term Wind Speed Prediction Using a Residual Dilated Causal Convolutional Network with Nonlinear Attention

Shivam Kumar, Jong-Chyuan Tzou, Shang-Chen Wu · Energies · 2020 · 46 citations · Full text

Computing, Computer Science, Data Science +17

Multi-Objective Sizing Optimization of a Grid-Connected Solar–Wind Hybrid System Using Climate Classification: A Case Study of Four Locations in Southern Taiwan

Shivam Kumar, Jong-Chyuan Tzou, Shang-Chen Wu · Energies · 2020 · 27 citations · Full text

Agriculture, Public Policy, Energy Economics +16

A Low-Cost System for Measuring Wind Speed and Direction Using Thermopile Array and Artificial Neural Network

Shang-Chen Wu, Jong-Chyuan Tzou, Cheng-Yu Ding · Applied Sciences · 2021 · 11 citations · Full text

Engineering, Mechatronics Engineering, Heat Transfer +13