Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data

A feature identification method to explain anomalies in condition monitoring

(2021) Marcos Leandro Hoffmann Souza et al.   COMPUTERS IN INDUSTRY

A new auto-encoder-based dynamic threshold to reduce false alarm rate for anomaly detection of steam turbines

(2021) Jin Uk Ko et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine learning for predictive scheduling and resource allocation in large scale manufacturing systems

(2020) Cristina Morariu et al.   COMPUTERS IN INDUSTRY

Anomaly detection method based on the deep knowledge behind behavior patterns in industrial components. Application to a hydropower plant

(2020) Pablo Calvo-Bascones et al.   COMPUTERS IN INDUSTRY

Fault Classification in High-Dimensional Complex Processes Using Semi-Supervised Deep Convolutional Generative Models

(2019) Taeyoung Ko et al.   IEEE Transactions on Industrial Informatics

Data-Driven Mode Identification and Unsupervised Fault Detection for Nonlinear Multimode Processes

(2019) Bei Wang et al.   IEEE Transactions on Industrial Informatics

A Composite Anomaly Detection System for Data-Driven Power Plant Condition Monitoring

(2019) Yuchen Zhang et al.   IEEE Transactions on Industrial Informatics

Fault Detection and Classification Based on Co-training of Semisupervised Machine Learning

(2018) Tamer S. Abdelgayed et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Learning Deep Correlated Representations for Nonlinear Process Monitoring

(2018) Qingchao Jiang et al.   IEEE Transactions on Industrial Informatics

A novel plugged tube detection and identification approach for final super heater in thermal power plant using principal component analysis

(2017) Jungwon Yu et al.   ENERGY

An evolving approach to unsupervised and Real-Time fault detection in industrial processes

(2016) Clauber Gomes Bezerra et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

(2016) Yaguo Lei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

Early detection and prediction of leaks in fluidized-bed boilers using artificial neural networks

(2015) Kornel Rostek et al.   ENERGY

An Agent-Based Implementation of Hidden Markov Models for Gas Turbine Condition Monitoring

(2013) Andrew D. Kenyon et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Hyperbolic boiler tube leak location based on quaternary acoustic array

(2011) Liansuo An et al.   APPLIED THERMAL ENGINEERING

Bayesian network-based early-warning for leakage in recovery boilers

(2007) Björn Widarsson et al.   APPLIED THERMAL ENGINEERING

DADICC: Intelligent system for anomaly detection in a combined cycle gas turbine plant

(2007) A ARRANZ et al.   EXPERT SYSTEMS WITH APPLICATIONS