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Gibson LA, Aiello JP, Jiang Y, Boller T, McAuley KB. Accounting for Temperature Effects When Predicting Molecular Weight and Composition Distribution for Gas‐Phase Polyethylene Produced Using a Multi‐Site Catalyst. MACROMOL THEOR SIMUL 2022. [DOI: 10.1002/mats.202200023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Lauren A. Gibson
- Department of Chemical Engineering Queen's University Kingston Ontario K7L 3N6 Canada
| | - Jennifer P. Aiello
- Department of Chemical Engineering Queen's University Kingston Ontario K7L 3N6 Canada
| | - Yan Jiang
- ExxonMobil Chemical Company Baytown Technology & Engineering Complex 5200 Bayway Dr. Baytown TX 77520 USA
| | - Timothy Boller
- ExxonMobil Chemical Company Baytown Technology & Engineering Complex 5200 Bayway Dr. Baytown TX 77520 USA
| | - Kimberley B. McAuley
- Department of Chemical Engineering Queen's University Kingston Ontario K7L 3N6 Canada
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2
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Liu J, Gnanasekar A, Zhang Y, Bo S, Liu J, Hu J, Zou T. Simultaneous State and Parameter Estimation: The Role of Sensitivity Analysis. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.0c03793] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jianbang Liu
- Key Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
- Institute for Robotics & Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Department of Chemical & Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Aristarchus Gnanasekar
- Department of Chemical & Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Yi Zhang
- School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China
| | - Song Bo
- Department of Chemical & Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Jinfeng Liu
- Department of Chemical & Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Jingtao Hu
- Key Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
- Institute for Robotics & Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
| | - Tao Zou
- School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou 510006, China
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4
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Shahmohammadi A, McAuley KB. Using prior parameter knowledge in
model‐based
design of experiments for pharmaceutical production. AIChE J 2020. [DOI: 10.1002/aic.17021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ali Shahmohammadi
- McKetta Department of Chemical Engineering University of Texas at Austin Austin Texas USA
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5
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Shahmohammadi A, Bonnecaze RT. Sequential model-based design of experiments for development of mathematical models for thin film deposition using chemical vapor deposition process. Chem Eng Res Des 2020. [DOI: 10.1016/j.cherd.2020.04.032] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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6
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7
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Shahmohammadi A, McAuley KB. Sequential model-based A- and V-optimal design of experiments for building fundamental models of pharmaceutical production processes. Comput Chem Eng 2019. [DOI: 10.1016/j.compchemeng.2019.06.029] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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8
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Karimi H, Olayiwola B, Farag H, McAuley KB. Modelling coke formation in an industrial ethane‐cracking furnace for ethylene production. CAN J CHEM ENG 2019. [DOI: 10.1002/cjce.23619] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Hadiseh Karimi
- Department of Chemical EngineeringQueen's University Kingston Ontario Canada
| | | | - Hany Farag
- NOVA Chemicals Corporation Calgary Alberta Canada
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9
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Shahmohammadi A, McAuley KB. Sequential Model-Based A-Optimal Design of Experiments When the Fisher Information Matrix Is Noninvertible. Ind Eng Chem Res 2018. [DOI: 10.1021/acs.iecr.8b03047] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Ali Shahmohammadi
- Department of Chemical Engineering, Queen’s University, Kingston, Ontario K7L 3N6, Canada
| | - Kimberley B. McAuley
- Department of Chemical Engineering, Queen’s University, Kingston, Ontario K7L 3N6, Canada
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10
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Zhang C, Shao Z, Chen X, Xu C, Wang J, Feng L. Simulation and optimization of polymer molecular weight distribution with nonideal reactors. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.03.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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11
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Eghtesadi Z, McAuley KB. Mean-squared-error-based method for parameter ranking and selection with noninvertible fisher information matrix. AIChE J 2015. [DOI: 10.1002/aic.15096] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Zahra Eghtesadi
- Dept. of Chemical Engineering; Queen's University; Kingston ON K7L 3N6 Canada
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12
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Eghtesadi Z, McAuley KB. Mean Square Error Based Method for Parameter Ranking and Selection To Obtain Accurate Predictions at Specified Operating Conditions. Ind Eng Chem Res 2014. [DOI: 10.1021/ie5002444] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Affiliation(s)
- Zahra Eghtesadi
- Department of Chemical Engineering, Queen’s University, Kingston, Ontario, Canada K7L 3N6
| | - Kimberley B. McAuley
- Department of Chemical Engineering, Queen’s University, Kingston, Ontario, Canada K7L 3N6
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13
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Zhao YR, McAuley KB, Puskas JE, Dos Santos LM, Alvarez A. Mathematical Modeling of Arborescent Polyisobutylene Production in Batch Reactors. MACROMOL THEOR SIMUL 2013. [DOI: 10.1002/mats.201200058] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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14
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McLean KAP, McAuley KB. Mathematical modelling of chemical processes-obtaining the best model predictions and parameter estimates using identifiability and estimability procedures. CAN J CHEM ENG 2011. [DOI: 10.1002/cjce.20660] [Citation(s) in RCA: 100] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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