Data-based latent variable methods for process analysis, monitoring and control. - John F. MacGregor; Honglu Yu; Salvador García Muñoz; Jesus Flores-Cerrillo (Comput. Chem. Eng., 2005)

An independent component analysis and mutual information based non-Gaussian pattern matching method for fault detection and diagnosis of complex cryogenic air separation process. - Jingyan Chen; Jie Yu 011; Junichi Mori; Mudassir M. Rashid; Gangshi Hu; Honglu Yu; Jesus Flores-Cerrillo; Lawrence Megan (ACC, 2013)

A non-Gaussian pattern matching based dynamic process monitoring approach and its application to cryogenic air separation process. - Jingyan Chen; Jie Yu 011; Junichi Mori; Mudassir M. Rashid; Gangshi Hu; Honglu Yu; Jesus Flores-Cerrillo; Lawrence Megan (Comput. Chem. Eng., 2013)

Integration of control theory and scheduling methods for supply chain management. - Kaushik Subramanian; James B. Rawlings; Christos T. Maravelias; Jesus Flores-Cerrillo; Lawrence Megan (Comput. Chem. Eng., 2013)

Development of a high fidelity and subspace identification model of a hydrogen plant startup dynamics. - Abhinav Garg; Brandon Corbett; Prashant Mhaskar; Gangshi Hu; Jesus Flores-Cerrillo (ACC, 2017)

Practical optimization for cost reduction of a liquefier in an industrial air separation plant. - Yanan Cao 003; Jesus Flores-Cerrillo; Christopher L. E. Swartz (Comput. Chem. Eng., 2017)

Subspace-based model identification of a hydrogen plant startup dynamics. - Abhinav Garg; Brandon Corbett; Prashant Mhaskar; Gangshi Hu; Jesus Flores-Cerrillo (Comput. Chem. Eng., 2017)

Optimal demand response scheduling of an industrial air separation unit using data-driven dynamic models. - Calvin Tsay; Ankur Kumar; Jesus Flores-Cerrillo; Michael Baldea (Comput. Chem. Eng., 2019)

A Variable Selection Method for Improving Variable Selection Consistency and Soft Sensor Performance. - Jangwon Lee; Jesus Flores-Cerrillo; Jin Wang 030; Q. Peter He (ACC, 2020)

Data-driven process monitoring and fault analysis of reformer units in hydrogen plants: Industrial application and perspectives. - Ankur Kumar; Apratim Bhattacharya; Jesus Flores-Cerrillo (Comput. Chem. Eng., 2020)

Industrial text analytics for reliability with derivative-free optimization. - Tong Zhang; Aakash Bhatia; Darshan Pandya; Nikolaos V. Sahinidis; Yanan Cao; Jesus Flores-Cerrillo (Comput. Chem. Eng., 2020)

Identification and online updating of dynamic models for demand response of an industrial air separation unit. - Calvin Tsay; Yanan Cao 003; Yajun Wang; Jesus Flores-Cerrillo; Michael Baldea (CoRR, 2020)

Shared Parameter Network: An efficient process monitoring model. - Lucky E. Yerimah; Sambit Ghosh; Yajun Wang; Yanan Cao; Jesus Flores-Cerrillo; B. Wayne Bequette (Comput. Chem. Eng., 2024)

Statistical Process Monitoring of Cryogenic Air Separation Unit Startups. - Bahareh Hassani; Yajun Wang; Ankur Kumar; Jesus Flores-Cerrillo; Jin Wang 030; Q. Peter He (ACC, 2025)