Selected Publications
Mitrai, I., W. Tang and P. Daoutidis, “Efficient Solution of Enterprise-Wide Optimization Problems Using Nested Stochastic Blockmodeling”, I&EC Res., 60, 14476 (2021).
Tang, W. and P. Daoutidis, “Coordinating Distributed MPC Efficiently on a Plantwide Scale: The Lyapunov Envelope Algorithm”, Comp. Chem. Engng., 10.1016/j.compchemeng.2021.107532 (2021).
Mitrai, I., W. Tang and P. Daoutidis, “Stochastic Blockmodeling for Learning the Structure of Optimization Problems”, AIChE J., 10.1002/aic.17415 (2021).
Tang, W. and P. Daoutidis, “Nonlinear State and Parameter Estimation Using Derivative Information: A Lie-Sobolev Approach”, Comp. Chem. Engng., 10.1016/j.compchemeng.2021.10736 (2021).
Wang, H., M. Palys, P. Daoutidis and Q. Zhang, “Optimal Design of Sustainable Ammonia-Based Food-Energy-Water Systems with Nitrogen Management”, ACS Sustainable Chemistry & Engineering, 9, 2816 (2021).
Liu, J., B. McCool, J. R. Johnson, N. Rangnekar, P. Daoutidis and M. Tsapatsis, “Mathematical modeling and parameter estimation of MFI membranes for para/ortho-xylene separation,” AIChE J., 67, e17232 (2021).
O’Brien, C., P. Daoutidis, Q. Zhang and W.S. Hu, “A Hybrid Mechanistic-Empirical Model for In-silico Mammalian Cell Bioprocess Simulation”, Metabolic Engineering, 66, 31 (2021).
Palys, M., H. Wang, Q. Zhang and P. Daoutidis, “Renewable Ammonia for Sustainable Energy and Agriculture: Vision and Systems Engineering Opportunities,” Current Opinion in Chemical Engineering, 31, 100667 (2021).
Khatib, S. and P. Daoutidis, “Application of Graph Theory and Filter Based Variable Selection Methods in the Design of a Distributed Data-Driven Monitoring System”, Comp. Chem. Engng., 143, 107098 (2020).
Tang, W. and P. Daoutidis, “Fast and Stable Nonconvex Constrained Distributed Optimization: The ELLADA Algorithm”, Optim. Eng., 10.1007/s11081-020-09585-w (2021).
Tang, W. and P. Daoutidis, “Dissipativity Learning Control (DLC): Theoretical Foundations of Input--Output Data-Driven Model-Free Control”, Syst. Contr. Lett., 147, 104831 (2021).