|
1
|
Jian NL, Zabiri H, Ramasamy M. Data-Based Modeling of a Nonexplicit Two-Time Scale Process via Multiple Time-Scale Recurrent Neural Networks. Ind Eng Chem Res 2022. [DOI: 10.1021/acs.iecr.2c00797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Ngiam Li Jian
- Department of Chemical Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 32610 Perak, Malaysia
| | - Haslinda Zabiri
- Department of Chemical Engineering, Universiti Teknologi PETRONAS, Bandar Seri Iskandar, 32610 Perak, Malaysia
| | - Marappagounder Ramasamy
- KPR Institute of Engineering and Technology, Avinashi Road, Arasur, Coimbatore 641407, India
| |
Collapse
|
|
2
|
On the nonlinear dynamics of biomass throated tubular gasification reactors. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
|
3
|
Tang W, Daoutidis P. Coordinating distributed MPC efficiently on a plantwide scale: The Lyapunov envelope algorithm. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2021.107532] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
|
4
|
Su H, Long M, Zeng Z. Controllability of Two-Time-Scale Discrete-Time Multiagent Systems. IEEE TRANSACTIONS ON CYBERNETICS 2020; 50:1440-1449. [PMID: 30575555 DOI: 10.1109/tcyb.2018.2884498] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
In this paper, the controllability problem is addressed for a two-time-scale discrete-time system with multiple agents. First, the system is described by a singularly perturbed difference equation expressed on fast timescale. Then, to eliminate the singular perturbation parameter, by using the iterative method and approximate approach, the two-time-scale system is separated into slow and fast subsystems. Subsequently, some sufficient and/or necessary conditions of controllability for the systems are derived by using matrix theory. Moreover, under three special network topologies, the necessary criteria for controllability are proposed via graph theory. Finally, we give a simulation example to illustrate the effectiveness of the proposed theoretical results.
Collapse
|
|
5
|
Tsay C, Baldea M. 110th Anniversary: Using Data to Bridge the Time and Length Scales of Process Systems. Ind Eng Chem Res 2019. [DOI: 10.1021/acs.iecr.9b02282] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Calvin Tsay
- McKetta Department of Chemical Engineering The University of Texas at Austin, Austin, Texas 78712, United States
| | - Michael Baldea
- McKetta Department of Chemical Engineering The University of Texas at Austin, Austin, Texas 78712, United States
| |
Collapse
|
|
6
|
Charitopoulos VM, Dua V, Papageorgiou LG. Traveling Salesman Problem-Based Integration of Planning, Scheduling, and Optimal Control for Continuous Processes. Ind Eng Chem Res 2017. [DOI: 10.1021/acs.iecr.7b01122] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Vassilis M. Charitopoulos
- Department of Chemical Engineering,
Centre for Process Systems Engineering, University College London, Torrington Place, London, WC1E 7JE, United Kingdom
| | - Vivek Dua
- Department of Chemical Engineering,
Centre for Process Systems Engineering, University College London, Torrington Place, London, WC1E 7JE, United Kingdom
| | - Lazaros G. Papageorgiou
- Department of Chemical Engineering,
Centre for Process Systems Engineering, University College London, Torrington Place, London, WC1E 7JE, United Kingdom
| |
Collapse
|
|
7
|
Pattison RC, Touretzky CR, Johansson T, Harjunkoski I, Baldea M. Optimal Process Operations in Fast-Changing Electricity Markets: Framework for Scheduling with Low-Order Dynamic Models and an Air Separation Application. Ind Eng Chem Res 2016. [DOI: 10.1021/acs.iecr.5b03499] [Citation(s) in RCA: 102] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Richard C. Pattison
- McKetta
Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Cara R. Touretzky
- McKetta
Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
| | - Ted Johansson
- Department
of Chemical Engineering and Technology, KTH Royal Institute of Technology, 100 44 Stockholm, Sweden
| | | | - Michael Baldea
- McKetta
Department of Chemical Engineering, The University of Texas at Austin, Austin, Texas 78712, United States
- Institute
for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, United States
| |
Collapse
|
|
8
|
Model-based integration of control and operations: Overview, challenges, advances, and opportunities. Comput Chem Eng 2015. [DOI: 10.1016/j.compchemeng.2015.04.011] [Citation(s) in RCA: 74] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
|
9
|
|
|
10
|
Du J, Park J, Harjunkoski I, Baldea M. A time scale-bridging approach for integrating production scheduling and process control. Comput Chem Eng 2015. [DOI: 10.1016/j.compchemeng.2015.04.026] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
|
11
|
Heo S, Daoutidis P. Graph-Theoretic Analysis of Multitime Scale Dynamics in Complex Material Integrated Plants. Ind Eng Chem Res 2015. [DOI: 10.1021/acs.iecr.5b01232] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Seongmin Heo
- Department of Chemical Engineering
and Materials Science, University of Minnesota, Minnesota 55455, United States
| | - Prodromos Daoutidis
- Department of Chemical Engineering
and Materials Science, University of Minnesota, Minnesota 55455, United States
| |
Collapse
|
|
12
|
Pattison RC, Baldea M. Equation-oriented flowsheet simulation and optimization using pseudo-transient models. AIChE J 2014. [DOI: 10.1002/aic.14567] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Richard C. Pattison
- McKetta Dept. of Chemical Engineering; The University of Texas at Austin; Austin TX 78712
| | - Michael Baldea
- McKetta Dept. of Chemical Engineering; The University of Texas at Austin; Austin TX 78712
| |
Collapse
|
|
13
|
Plantwide control structure selection methodology for the benchmark vinyl acetate monomer plant. Comput Chem Eng 2014. [DOI: 10.1016/j.compchemeng.2013.12.003] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
|
|
14
|
Sun Y, El-Farra NH. Robust Quasi-Decentralized Control of Uncertain Process Networks. Ind Eng Chem Res 2013. [DOI: 10.1021/ie402365d] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Yulei Sun
- Department of Chemical Engineering & Materials Science, University of California, Davis, California 95616, United States
| | - Nael H. El-Farra
- Department of Chemical Engineering & Materials Science, University of California, Davis, California 95616, United States
| |
Collapse
|
|
15
|
Lakerveld R, Benyahia B, Braatz RD, Barton PI. Model-based design of a plant-wide control strategy for a continuous pharmaceutical plant. AIChE J 2013. [DOI: 10.1002/aic.14107] [Citation(s) in RCA: 81] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Richard Lakerveld
- Dept. of Chemical Engineering, Process Systems Engineering Laboratory; Massachusetts Institute of Technology; Cambridge MA 02139
| | - Brahim Benyahia
- Dept. of Chemical Engineering, Process Systems Engineering Laboratory; Massachusetts Institute of Technology; Cambridge MA 02139
| | - Richard D. Braatz
- Dept. of Chemical Engineering, Process Systems Engineering Laboratory; Massachusetts Institute of Technology; Cambridge MA 02139
| | - Paul I. Barton
- Dept. of Chemical Engineering, Process Systems Engineering Laboratory; Massachusetts Institute of Technology; Cambridge MA 02139
| |
Collapse
|
|
16
|
Dynamics and control of chemical process networks: Integrating physics, communication and computation. Comput Chem Eng 2013. [DOI: 10.1016/j.compchemeng.2012.05.016] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
|
|
17
|
Hioe D, Bao J, Hudon N. Interaction analysis and geometric interconnection decoupling for networks of process systems. AIChE J 2013. [DOI: 10.1002/aic.14059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Denny Hioe
- School of Chemical Engineering; The University of New South Wales, UNSW; Sydney NSW 2052 Australia
| | - Jie Bao
- School of Chemical Engineering; The University of New South Wales, UNSW; Sydney NSW 2052 Australia
| | - Nicolas Hudon
- ICTEAM/INMA; Université Catholique de Louvain, Bâtiment Euler, 4-6, avenue Georges Lemaitre, B-1348 Louvain-la-Neuve; Belgium
| |
Collapse
|
|
18
|
|
|
19
|
Sun Y, El-Farra NH. Resource aware quasi-decentralized control of networked process systems over wireless sensor networks. Chem Eng Sci 2012. [DOI: 10.1016/j.ces.2011.10.010] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
|
|
20
|
Jogwar SS, Torres AI, Daoutidis P. Networks with large solvent recycle: Dynamics, hierarchical control, and a biorefinery application. AIChE J 2011. [DOI: 10.1002/aic.12708] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
|
|
21
|
Jogwar SS, Daoutidis P. Energy Flow Patterns and Control Implications for Integrated Distillation Networks. Ind Eng Chem Res 2010. [DOI: 10.1021/ie101006v] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Sujit S. Jogwar
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota 55455
| | - Prodromos Daoutidis
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota 55455
| |
Collapse
|
|
22
|
|
|
23
|
Altimari P, Bildea CS. Coupling Exothermic and Endothermic Reactions in Plug-Flow Reactor−Separation−Recycle Systems. Ind Eng Chem Res 2008. [DOI: 10.1021/ie071367g] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Pietro Altimari
- Delft University of Technology, Julianalaan 136, 2628BL, Delft, The Netherlands, and University “Politehnica” of Bucharest, 1-7 Polizu, 011061 Bucharest, Romania
| | - Costin Sorin Bildea
- Delft University of Technology, Julianalaan 136, 2628BL, Delft, The Netherlands, and University “Politehnica” of Bucharest, 1-7 Polizu, 011061 Bucharest, Romania
| |
Collapse
|
|
24
|
Baldea M, Araujo A, Skogestad S, Daoutidis P. Dynamic considerations in the synthesis of self-optimizing control structures. AIChE J 2008. [DOI: 10.1002/aic.11470] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
|
|
25
|
Christofides PD, Davis JF, El-Farra NH, Clark D, Harris KRD, Gipson JN. Smart plant operations: Vision, progress and challenges. AIChE J 2007. [DOI: 10.1002/aic.11320] [Citation(s) in RCA: 133] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
|