Publications

Gang Chen, Timed Failure Propagation Graph Construction with Supremal Language Guided Tree-LSTM and Its Application to Interpretable Fault Diagnosis, Applied Intelligence , 2021.

Gang Chen, Peng Wei, and Mei Liu, Temporal Logic Inference for Fault Detection of Switched Systems With Gaussian Process Dynamics, IEEE Transactions on Automation Science and Engineering , 2021.

Gang Chen, Peng Wei, Huiming Jiang, and Mei Liu, Formal Language Generation for Fault Diagnosis with Spectral Logic via Adversarial Training, IEEE Transactions on Industrial Informatics , 2020.

Gang Chen, Xinfan Lin, and Zhaodan Kong, Data-driven real-timed-failure-propagation-graph refinement for complex system fault diagnosis, IEEE Control Systems Letters, 2020.

Gang Chen, Mei Liu, and Jin Chen, Frequency-temporal-logic-based bearing fault diagnosis and fault interpretation using Bayesian optimization with Bayesian neural networks, Mechanical Systems and Signal Processing, 2020.

Gang Chen, Mei Liu, and Zhaodan Kong, Temporal-logic-based semantic fault diagnosis with time-series data from industrial internet of things, IEEE Transactions on Industrial Electronics, 2020.

Gang Chen, Zachary Sabato, and Zhaodan Kong, Formal interpretation of Cyber-Physical System performance with temporal logic inference, Cyber-Physical Systems, 4(3), 175-203,2018.

Gang Chen, Jin Chen, A novel wrapper method for feature selection and its applications, Neurocomputing, vol.159, pp.219-226, 2015.

Gang Chen, Bo Zhang, Pinkuan Liu and Han Ding, An adaptive analog circuit for LVDT’s nanometer measurement without losing sensitivity and rang, IEEE Sensors Journal, vol.15, no.4, pp. 2248–2254,2015.

Gang Chen, Jin Chen, G.M. Dong, and H.M. Jiang, An adaptive non-parametric short-time Fourier transform: application to echolocation, Applied Acoustics, vol. 87, pp. 131-141, 2015.

Gang Chen, Jin Chen, and G.M. Dong, Chirplet Wigner–Ville distribution for time–frequency representation and its application, Mechanical Systems and Signal Processing, vol. 41, pp. 1-13, 2013.

Mei Liu, Xingjian Jing, and Gang Chen, Necessary and sufficient conditions for lossless negative imaginary systems, Journal of The Franklin Institute, 2020.

April L. Teske, Gang Chen, Christian Nansen and Zhaodan Kong, Natural enemies dispensed by multirotor UAVs in wind: a distribution pattern modeling approach for precision agriculture, Biosystem Engineering, 187, 226-238.

H.M. Jiang, Jin Chen, G. Dong, T. Liu, and Gang Chen, Study on Hankel matrix-based SVD and its application in rolling element bearing fault diagnosis, Mechanical Systems and Signal Processing, vol.52, pp.338-359,2015.

Gang Chen, Mei Liu and Zhaodan Kong, Semantic inference for cyber-physical systems with signal temporal logic, 58th IEEE Conference on Decision and Control (CDC), Nice, France, 2019.

Gang Chen, Zachary Sabato, and Zhaodan Kong, Semantic parsing of automobile steering systems, International Workshop on Human-in-Loop Internet of Things Systems(HiL-IoT), Santa Barbara, CA, 2018.

Mei Liu and Gang Chen, Partial-fraction expansion of lossless negative imaginary property and a generalized lossless negative imaginary lemma, 57th IEEE Conference on Decision and Control (CDC), Miami Beach, FL, 2018.

Gang Chen and Zhaodan Kong, Data-driven approximate abstraction for black-box piecewise affine systems, American Control Conference (ACC), Milwaukee, WI, 2018.

Gang Chen and Zhaodan Kong, Correct-by-construction approachfor self-evolvable robots, IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, Cleveland, OH, 2017.

Gang Chen, Zachary Sabato, and Zhaodan Kong, Active learning based requirement mining for cyber physical systems, 55th IEEE Conference on Decision and Control (CDC), Las Vegas, NV, 2016.