Jianyu Long

Evolving Deep Echo State Networks for Intelligent Fault Diagnosis

Jianyu Long, Shaohui Zhang · IEEE Transactions on Industrial Informatics · 2019 · 181 citations

Computing, Computer Science, Artificial Intelligence +16

Attitude data-based deep hybrid learning architecture for intelligent fault diagnosis of multi-joint industrial robots

Jianyu Long, Jindong Mou, Liangwei Zhang et al. · Journal of Manufacturing Systems · 2020 · 141 citations

Engineering, Computer Science, Mechatronics Engineering +14

Bayesian approach and time series dimensionality reduction to LSTM-based model-building for fault diagnosis of a reciprocating compressor

Diego Cabrera, Adriana Guamán, Shaohui Zhang et al. · Neurocomputing · 2019 · 138 citations

Computing, Systems Engineering, Machine Learning +16

A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction

Yun Bai, Zhenzhong Sun, Bo Zeng et al. · Journal of Intelligent Manufacturing · 2018 · 111 citations

Engineering, Industrial Engineering, Manufacturing Engineering +16

Deep Fuzzy Echo State Networks for Machinery Fault Diagnosis

Shaohui Zhang, Zhenzhong Sun, Man Wang et al. · IEEE Transactions on Fuzzy Systems · 2019 · 105 citations

Computing, Computer Science, Artificial Intelligence +16