Fernando V. Lima

Machine learning in process systems engineering: Challenges and opportunities

Pródromos Daoutidis, Jay H. Lee, Srinivas Rangarajan et al. · Computers & Chemical Engineering · 2023 · 88 citations

Artificial Intelligence, Engineering, Machine Learning +7

Similarities and differences between the concepts of operability and flexibility: The steady‐state case

Fernando V. Lima, Zhenya Jia, Marianthi Ierapetritou et al. · AIChE Journal · 2009 · 79 citations

Engineering, Employee Flexibility, Control Systems +19

Nonlinear stochastic modeling to improve state estimation in process monitoring and control

Fernando V. Lima, James B. Rawlings · AIChE Journal · 2010 · 53 citations

State Estimators, Nonlinear Filtering, Engineering +18

Development of Chemical Process Design and Control for Sustainability

Shuyun Li, Gaurav Mirlekar, Gerardo J. Ruiz‐Mercado et al. · Processes · 2016 · 43 citations · Full text

Process Integration, Engineering, Bioenergy +17

Covariance and State Estimation of Weakly Observable Systems: Application to Polymerization Processes

Fernando V. Lima, Murali R. Rajamani, Tyler A. Soderstrom et al. · IEEE Transactions on Control Systems Technology · 2012 · 39 citations

State Estimation, Ekf Estimators, Statistical Signal Processing +14