5 citations · 10 across the 3 of their papers we have counts for
4 papers
On Adversarial Vulnerability of PHM algorithms: An Initial Study
Weizhong Yan, Zhaoyuan Yang, Jianwei Qiu
With proliferation of deep learning (DL) applications in diverse domains, vulnerability of DL models to adversarial attacks has become an increasingly interesting research topic in…
On Accurate and Reliable Anomaly Detection for Gas Turbine Combustors: A Deep Learning Approach
Weizhong Yan, Lijie Yu
Monitoring gas turbine combustors health, in particular, early detecting abnormal behaviors and incipient faults, is critical in ensuring gas turbines operating efficiently and in…
Power Plant Performance Modeling with Concept Drift
Rui Xu, Yunwen Xu, Weizhong Yan
Power plant is a complex and nonstationary system for which the traditional machine learning modeling approaches fall short of expectations. The ensemble-based online learning meth…
Concept Drift Learning with Alternating Learners
Yunwen Xu, Rui Xu, Weizhong Yan +1
Data-driven predictive analytics are in use today across a number of industrial applications, but further integration is hindered by the requirement of similarity among model train…