Siyu Zhang

Rotating machinery fault detection and diagnosis based on deep domain adaptation: A survey

Siyu Zhang, Lei Su, Jiefei Gu et al. · Chinese Journal of Aeronautics · 2021 · 118 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +14

An Integrated Model for Autonomous Speed and Lane Change Decision-Making Based on Deep Reinforcement Learning

Jiankun Peng, Siyu Zhang, Yang Zhou et al. · IEEE Transactions on Intelligent Transportation Systems · 2022 · 88 citations

Artificial Intelligence, Intelligent Traffic Management, Ddpg Algorithm +15

An effective zero-shot learning approach for intelligent fault detection using 1D CNN

Siyu Zhang, Hua‐Liang Wei, Jinliang Ding · Applied Intelligence · 2022 · 49 citations · Full text

Fault Diagnosis, Few-shot Learning, Convolutional Neural Network +17

Data-driven prediction of energy consumption of district cooling systems (DCS) based on the weather forecast data

Xingwang Zhao, Yonggao Yin, Siyu Zhang et al. · Sustainable Cities and Society · 2022 · 28 citations

Energy Consumption, Meteorology, Energy Modeling +13

Stabilizing Solid Electrolyte Interphase on Liquid Metal Via Dynamic Hydrogel‐Derived Carbon Framework Encapsulation

Hanning Zhang, Wei Zhang, Dan Luo et al. · Advanced Materials · 2024 · 24 citations