Distributionally robust fault detection design and assessment for dynamical systems

Application of randomized algorithms to assessment and design of observer-based fault detection systems

(2019) Steven X. Ding et al.   AUTOMATICA

Parity space-based fault isolation using minimum error minimax probability machine

(2019) Yang Song et al.   CONTROL ENGINEERING PRACTICE

A dynamic game approach to distributionally robust safety specifications for stochastic systems

(2018) Insoon Yang   AUTOMATICA

Distributionally robust optimization for planning and scheduling under uncertainty

(2018) Chao Shang et al.   COMPUTERS & CHEMICAL ENGINEERING

A fault detection scheme for ship propulsion systems using randomized algorithm techniques

(2018) Jing Zhou et al.   CONTROL ENGINEERING PRACTICE

A Probabilistic Approach to Robust Fault Detection for a Class of Nonlinear Systems

(2017) Maiying Zhong et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Data-driven distributionally robust optimization using the Wasserstein metric: performance guarantees and tractable reformulations

(2017) Peyman Mohajerin Esfahani et al.   MATHEMATICAL PROGRAMMING

Data-driven robust optimization

(2017) Dimitris Bertsimas et al.   MATHEMATICAL PROGRAMMING

Blind multivariable ARMA subspace identification

(2016) Chengpu Yu et al.   AUTOMATICA

A Tractable Fault Detection and Isolation Approach for Nonlinear Systems With Probabilistic Performance

(2016) Peyman Mohajerin Esfahani et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems

(2016) Jiandong Wang et al.   IEEE Transactions on Automation Science and Engineering

Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis

(2015) Chao Shang et al.   AICHE JOURNAL

A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches

(2015) Zhiwei Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Distributionally Robust Convex Optimization

(2014) Wolfram Wiesemann et al.   OPERATIONS RESEARCH

Data-driven design of monitoring and diagnosis systems for dynamic processes: A review of subspace technique based schemes and some recent results

(2013) S.X. Ding   JOURNAL OF PROCESS CONTROL

Research on probabilistic methods for control system design

(2011) Giuseppe C. Calafiore et al.   AUTOMATICA

Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems

(2010) Erick Delage et al.   OPERATIONS RESEARCH

Distributionally Robust Optimization and Its Tractable Approximations

(2010) Joel Goh et al.   OPERATIONS RESEARCH

An integrated trade-off design of observer based fault detection systems

(2008) Ping Zhang et al.   AUTOMATICA