代表性论文:
1. Zhou D J*, Shen Y X, Wu Y D, Tie M, Ma S X, Huang D W, Wang Y L. A health status estimation method based on interpretable neural network observer for HVs[J]. ISA Transactions, 2024, 145: 253-264.
2. Zhou D J*, Jia X Y, Ma S X, Shao T, Huang D W, Hao J R, Li T T. Dynamic simulation of natural gas pipeline network based on interpretable machine learning model[J]. Energy, 2022, 253: 124068.
3. Zhou D J*, Yao Q B, Wu H, Ma S X, Zhang H S. Fault diagnosis of gas turbine based on partly interpretable convolutional neural networks[J]. Energy, 2020, 200: 117467.
4. Zhou D J*, Wei T T, Huang D W, Li Y F, Zhang H S. A gas path fault diagnostic model of gas turbines based on changes of blade profiles[J]. Engineering Failure Analysis, 2020, 109: 104377.
5. Zhou D J*, Jia X Y, Hao J R, Wang D, Huang D W, Wei T T. Study on intelligent control of gas turbines for extending service life based on reinforcement learning[J]. Journal of Engineering for Gas Turbines and Power, 2021, 143(6): 061001.
主编或参编的学术著作或教材:
杨建华, 周登极. 变尺度共振理论及其在故障诊断中的应用.科学出版社, 2020.
张会生, 周登极. 热力系统建模与仿真技术. 上海交通大学出版社, 2018.
张会生, 周登极. 燃气轮机可靠性维护理论及应用. 上海交通大学出版社, 2016.
专利及软件著作:
获发明专利12件,软件著作权21件。