Zhiqiang Geng

Review: Multi-objective optimization methods and application in energy saving

Yunfei Cui, Zhiqiang Geng, Qunxiong Zhu et al. · Energy · 2017 · 641 citations

Engineering, Energy Efficiency, Energy Management +2

Semantic relation extraction using sequential and tree-structured LSTM with attention

Zhiqiang Geng, GuoFei Chen, Yongming Han et al. · Information Sciences · 2019 · 190 citations

Natural Language Processing, Sequence Modelling, Engineering +10

Novel Transformer Based on Gated Convolutional Neural Network for Dynamic Soft Sensor Modeling of Industrial Processes

Zhiqiang Geng, Zhiwei Chen, Qingchao Meng et al. · IEEE Transactions on Industrial Informatics · 2021 · 178 citations

Convolutional Neural Network, Engineering, Machine Learning +12

Novel leakage detection and water loss management of urban water supply network using multiscale neural networks

Xuan Hu, Yongming Han, Bin Yu et al. · Journal of Cleaner Production · 2020 · 159 citations

Engineering, Deep Learning, Civil Engineering +8

Short-Time Wavelet Entropy Integrating Improved LSTM for Fault Diagnosis of Modular Multilevel Converter

Yongming Han, Qi Wang, Ning Ding et al. · IEEE Transactions on Cybernetics · 2021 · 127 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +8