Industrial Process Fault Detection Based on Siamese Recurrent Autoencoder.
Comput. Chem. Eng., 2025
Assessing the Performance of 1D-Convolution Neural Networks to Predict Concentration of Mixture Components from Raman Spectra.
CoRR, 2023
Guest Editorial: Data-Driven Management of Complex Systems Through Plant-Wide Performance Supervision.
IEEE Trans. Ind. Informatics, 2021
On monitoring industrial processes under feedback control.
Qual. Reliab. Eng. Int., 2020
A study of periodic operation in bioprocess systems: Internal and external oscillations.
Comput. Chem. Eng., 2020
Energy management for the chlor-alkali process with hybrid renewable energy generation using receding horizon optimization.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Operation of residential hybrid renewable energy systems: Integrating forecasting, optimization and demand response.
Proceedings of the American Control Conference, 2014
Fault detection and isolation in hybrid process systems using a combined data-driven and observer-design methodology.
Proceedings of the American Control Conference, 2014
A multi-level simulation approach for the crude oil loading/unloading scheduling problem.
Comput. Chem. Eng., 2011
Refinery scheduling of crude oil unloading, storage and processing using a model predictive control strategy.
Comput. Chem. Eng., 2010
Folding Dynamics of Proteins from Denatured to Native State: Principal Component Analysis.
J. Comput. Biol., 2004
Control of nonlinear processes using functional expansion models.
Comput. Chem. Eng., 2003
Application of symmetry groups to control a packed bed reactor.
Proceedings of the American Control Conference, 2002
Real-time validation of multi-linear model-based control strategies: application to a bench-scale neutralization reactor.
Proceedings of the American Control Conference, 2001
Control of nonlinear distributed parameter systems using generalized invariants.
Autom., 2000
On the use of gap metric for model selection in multilinear model-based control.
Proceedings of the American Control Conference, 2000
Application of Wiener model predictive control (WMPC) to a pH neutralization experiment.
IEEE Trans. Control. Syst. Technol., 1999
Process data de-noising using wavelet transform.
Intell. Data Anal., 1999
Variable structure control with a second-order sliding condition: Application to a steam generator.
Autom., 1995