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Venkat Venkatasubramanian - Publications

Affiliations: 
1989-2011 Chemical Engineering Purdue University, West Lafayette, IN, United States 
 2011- Chemical Engineering Columbia University, New York, NY 
Area:
Systemic Risk Management in Complex Systems, Informatics for Materials Design and Discovery, and Self-organization and Emergence in Complex Dynamical Systems
Website:
https://www.cheme.columbia.edu/faculty/venkat-venkatasubramanian
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Year Citation  Score
2020 Chakraborty A, Sivaram A, Samavedham L, Venkatasubramanian V. Mechanism discovery and model identification using genetic feature extraction and statistical testing Computers & Chemical Engineering. 140: 106900. DOI: 10.1016/J.Compchemeng.2020.106900  0.327
2020 Sivaram A, Das L, Venkatasubramanian V. Hidden representations in deep neural networks: Part 1. Classification problems Computers & Chemical Engineering. 134: 106669. DOI: 10.1016/J.Compchemeng.2019.106669  0.312
2019 Luo Y, Iyengar G, Venkatasubramanian V. A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model Ieee Transactions On Computational Social Systems. 6: 576-581. DOI: 10.1109/Tcss.2019.2910261  0.692
2019 Suresh R, Sivaram A, Venkatasubramanian V. A hierarchical approach for causal modeling of process systems Computers & Chemical Engineering. 123: 170-183. DOI: 10.1016/J.Compchemeng.2018.12.017  0.765
2019 Venkatasubramanian V, Luo Y, Zhang Z. Control of complex sociotechnical systems: Importance of causal models and game theory Computers & Chemical Engineering. 123: 1-11. DOI: 10.1016/J.Compchemeng.2018.12.010  0.474
2018 Luo Y, Iyengar G, Venkatasubramanian V. Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective Ieee Transactions On Computational Social Systems. 5: 200-209. DOI: 10.1109/Tcss.2017.2780270  0.696
2017 Venkatasubramanian V. Statistical Teleodynamics: Toward a Theory of Emergence. Langmuir : the Acs Journal of Surfaces and Colloids. 33: 11703-11718. PMID 28793759 DOI: 10.1021/Acs.Langmuir.7B02166  0.3
2017 Remolona MFM, Conway MF, Balasubramanian S, Fan L, Feng Z, Gu T, Kim H, Nirantar PM, Panda S, Ranabothu NR, Rastogi N, Venkatasubramanian V. Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection Computers & Chemical Engineering. 107: 49-60. DOI: 10.1016/J.Compchemeng.2017.03.012  0.374
2017 Li YF, Venkatasubramanian V. Neural Network to Understand Process Capability and Process Intermediates Acceptance Criteria in Monoclonal Antibody Production Process Journal of Pharmaceutical Innovation. 13: 36-47. DOI: 10.1007/S12247-017-9301-1  0.342
2016 Luo Y, Iyengar G, Venkatasubramanian V. Soft Regulation with Crowd Recommendation: Coordinating Self-Interested Agents in Sociotechnical Systems under Imperfect Information. Plos One. 11: e0150343. PMID 26977699 DOI: 10.1371/Journal.Pone.0150343  0.698
2016 Li YF, Venkatasubramanian V. Leveraging Bayesian Approach to Predict Drug Manufacturing Performance Journal of Pharmaceutical Innovation. 11: 331-338. DOI: 10.1007/S12247-016-9261-X  0.316
2015 Bookstaber R, Glasserman P, Iyengar G, Luo Y, Venkatasubramanian V, Zhang Z. Process Systems Engineering as a Modeling Paradigm for Analyzing Systemic Risk in Financial Networks The Journal of Investing. 24: 147-162. DOI: 10.3905/Joi.2015.24.2.147  0.736
2015 Venkatasubramanian V, Luo Y, Sethuraman J. How much inequality in income is fair? A microeconomic game theoretic perspective Physica a: Statistical Mechanics and Its Applications. 435: 120-138. DOI: 10.1016/J.Physa.2015.04.014  0.406
2013 Gupta A, Giridhar A, Venkatasubramanian V, Reklaitis GV. Intelligent alarm management applied to continuous pharmaceutical tablet manufacturing: An integrated approach Industrial and Engineering Chemistry Research. 52: 12357-12368. DOI: 10.1021/Ie3035042  0.454
2013 Villez K, Venkatasubramanian V, Rengaswamy R. Generalized shape constrained spline fitting for qualitative analysis of trends Computers and Chemical Engineering. 58: 116-134. DOI: 10.1016/J.Compchemeng.2013.06.005  0.67
2013 Gupta A, Giridhar A, Reklaitis GV, Venkatasubramanian V. Intelligent alarm system applied to continuous pharmaceutical manufacturing Computer Aided Chemical Engineering. 32: 499-504. DOI: 10.1016/B978-0-444-63234-0.50084-1  0.38
2012 Monroy I, Villez K, Graells M, Venkatasubramanian V. Fault diagnosis of a benchmark fermentation process: a comparative study of feature extraction and classification techniques. Bioprocess and Biosystems Engineering. 35: 689-704. PMID 22076402 DOI: 10.1007/S00449-011-0649-1  0.469
2012 Villez K, Rieger L, Keser B, Venkatasubramanian V. Probabilistic qualitative analysis for fault detection and identification of an on-line phosphate analyzer International Journal of Advances in Engineering Sciences and Applied Mathematics. 4: 67-77. DOI: 10.1007/S12572-012-0056-0  0.384
2012 Hamdan IM, Reklaitis GV, Venkatasubramanian V. Real-time exceptional events management for a partial continuous dry granulation line Journal of Pharmaceutical Innovation. 7: 95-118. DOI: 10.1007/S12247-012-9138-6  0.409
2011 Villez K, Venkatasubramanian V, Garcia H, Rieger C. Supervisory control of a pilot-scale cooling loop Proceedings - Isrcs 2011: 4th International Symposium On Resilient Control Systems. 75-80. DOI: 10.1109/ISRCS.2011.6016092  0.347
2011 Villez K, Srinivasan B, Rengaswamy R, Narasimhan S, Venkatasubramanian V. Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system Computers and Chemical Engineering. 35: 806-816. DOI: 10.1016/J.Compchemeng.2011.01.045  0.729
2011 Monroy I, Villez K, Graells M, Venkatasubramanian V. Dynamic process monitoring and fault detection in a batch fermentation process. comparative performance assessment between MPCA and BDPCA Computer Aided Chemical Engineering. 29: 1371-1375. DOI: 10.1016/B978-0-444-54298-4.50053-2  0.462
2011 Giridhar A, Hamdan I, Joglekar G, Venkatasubramanian V, Reklaitis GV. Real-time Process Management in Particulate and Pharmaceutical Systems Computer Aided Chemical Engineering. 29: 1035-1039. DOI: 10.1016/B978-0-444-53711-9.50207-8  0.393
2010 Villez K, Venkatasubramanian V, Spinner T, Rengaswamy R, Garcia H, Rieger C. Achieving resilience in critical infrastructures: A case study for a nuclear power plant cooling loop Proceedings - Isrcs 2010 - 3rd International Symposium On Resilient Control Systems. 49-52. DOI: 10.1109/ISRCS.2010.5602159  0.705
2010 Suresh P, Hsu SH, Reklaitis GV, Venkatasubramanian V. OntoMODEL: Ontological mathematical modeling knowledge management in pharmaceutical product development, 2: Applications Industrial and Engineering Chemistry Research. 49: 7768-7781. DOI: 10.1021/Ie100258P  0.382
2010 Villez K, Srinivasan B, Rengaswamy R, Narasimhan S, Venkatasubramanian V. Resilient control in view of valve stiction: Extension of a Kalman-based FTC scheme Computer Aided Chemical Engineering. 28: 547-552. DOI: 10.1016/S1570-7946(10)28092-6  0.73
2010 Maurya MR, Paritosh PK, Rengaswamy R, Venkatasubramanian V. A framework for on-line trend extraction and fault diagnosis Engineering Applications of Artificial Intelligence. 23: 950-960. DOI: 10.1016/J.Engappai.2010.01.027  0.746
2010 Sesen MB, Suresh P, Banares-Alcantara R, Venkatasubramanian V. An ontological framework for automated regulatory compliance in pharmaceutical manufacturing Computers and Chemical Engineering. 34: 1155-1169. DOI: 10.1016/J.Compchemeng.2009.09.004  0.326
2010 Hamdan IM, Reklaitis GV, Venkatasubramanian V. Exceptional events management applied to roller compaction of pharmaceutical powders Journal of Pharmaceutical Innovation. 5: 147-160. DOI: 10.1007/S12247-010-9087-X  0.301
2010 Hailemariam L, Venkatasubramanian V. Purdue ontology for pharmaceutical engineering: Part I. Conceptual framework Journal of Pharmaceutical Innovation. 5: 88-99. DOI: 10.1007/S12247-010-9081-3  0.329
2010 Hsu SH, Reklaitis GV, Venkatasubramanian V. Modeling and control of roller compaction for pharmaceutical manufacturing. Part I: Process dynamics and control framework Journal of Pharmaceutical Innovation. 5: 14-23. DOI: 10.1007/S12247-010-9076-0  0.315
2009 Pezzuto JM, Venkatasubramanian V, Hamad M, Morris KR. Unraveling the relationship between grapes and health. The Journal of Nutrition. 139: 1783S-7S. PMID 19625701 DOI: 10.3945/Jn.109.107458  0.326
2009 Villez K, Venkatasubramanian V, Narasimhan S. Bayesian inference for fault-tolerant control Proceedings - Isrcs 2009 - 2nd International Symposium On Resilient Control Systems. 51-53. DOI: 10.1109/ISRCS.2009.5251340  0.348
2009 Hsu SH, Stamatis SD, Caruthers JM, Delgass WN, Venkatasubramanian V, Blau GE, Lasinski M, Orcun S. Bayesian framework for building kinetic models of catalytic systems Industrial and Engineering Chemistry Research. 48: 4768-4790. DOI: 10.1021/Ie801651Y  0.358
2009 Yélamos I, Bojarski A, Joglekar G, Venkatasubramanian V, Puigjaner L. Enhancing abnormal events management by the use of quantitative process hazards analysis results Industrial and Engineering Chemistry Research. 48: 3921-3933. DOI: 10.1021/Ie800405N  0.395
2009 Sesen MB, Suresh P, Bañares-Alcántara R, Venkatasubramanian V. Development of a computer support system for the management of regulatory compliance of pharmaceutical processes Computer Aided Chemical Engineering. 27: 2013-2018. DOI: 10.1016/S1570-7946(09)70726-6  0.376
2008 Blau G, Lasinski M, Orcun S, Hsu SH, Caruthers J, Delgass N, Venkatasubramanian V. High fidelity mathematical model building with experimental data: A Bayesian approach Computers and Chemical Engineering. 32: 971-989. DOI: 10.1016/J.Compchemeng.2007.04.008  0.345
2007 Maurya MR, Rengaswamy R, Venkatasubramanian V. A signed directed graph and qualitative trend analysis-based framework for incipient fault diagnosis Chemical Engineering Research and Design. 85: 1407-1422. DOI: 10.1016/S0263-8762(07)73181-7  0.745
2007 Maurya MR, Rengaswamy R, Venkatasubramanian V. Fault diagnosis using dynamic trend analysis: A review and recent developments Engineering Applications of Artificial Intelligence. 20: 133-146. DOI: 10.1016/J.Engappai.2006.06.020  0.744
2007 Venkatasubramanian V. A theory of design of complex teleological systems: Unifying the darwinian and boltzmannian perspectives Complexity. 12: 14-21. DOI: 10.1002/Cplx.20161  0.312
2006 Zhao C, Hailemariam L, Jain A, Joglekar G, Venkatasubramanian V, Morris K, Reklaitis G. Information modeling for pharmaceutical product development Computer Aided Chemical Engineering. 21: 2147-2152. DOI: 10.1016/S1570-7946(06)80366-4  0.311
2006 Zhao C, Jain A, Hailemariam L, Joglekar G, Venkatasubramanian V, Morris K, Reklaitis G. A unified approach for knowledge modeling in pharmaceutical product development Computer Aided Chemical Engineering. 21: 1929-1935. DOI: 10.1016/S1570-7946(06)80330-5  0.348
2006 Maurya MR, Katare S, Patkar PR, Rundell AE, Venkatasubramanian V. A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective Computers and Chemical Engineering. 30: 437-452. DOI: 10.1016/J.Compchemeng.2005.10.003  0.305
2006 Maurya MR, Rengaswamy R, Venkatasubramanian V. A signed directed graph-based systematic framework for steady-state malfunction diagnosis inside control loops Chemical Engineering Science. 61: 1790-1810. DOI: 10.1016/J.Ces.2005.10.023  0.736
2005 Zhao C, Bhushan M, Venkatasubramanian V. Phasuite: An automated HAZOP analysis tool for chemical processes Part II: Implementation and case study Process Safety and Environmental Protection. 83: 533-548. DOI: 10.1205/Psep.04056  0.36
2005 Zhao C, Bhushan M, Venkatasubramanian V. Phasuite: An automated HAZOP analysis tool for chemical processes: Part I: Knowledge engineering framework Process Safety and Environmental Protection. 83: 509-532. DOI: 10.1205/Psep.04055  0.379
2005 Maurya MR, Rengaswamy R, Venkatasubramanian V. Fault diagnosis by qualitative trend analysis of the principal components Chemical Engineering Research and Design. 83: 1122-1132. DOI: 10.1205/Cherd.04280  0.74
2005 Zhao C, Joglekar G, Jain A, Venkatasubramanian V, Reklaitis GV. Pharmaceutical informatics: A novel paradigm for pharmaceutical product development and manufacture Computer Aided Chemical Engineering. 20: 1561-1566. DOI: 10.1016/S1570-7946(05)80102-6  0.332
2005 Zhao C, Venkatasubramanian V. Learning in intelligent systems for process safety analysis Computer Aided Chemical Engineering. 20: 1123-1128. DOI: 10.1016/S1570-7946(05)80029-X  0.31
2005 Venkatasubramanian V. Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities Computers and Chemical Engineering. 29: 1253-1263. DOI: 10.1016/J.Compchemeng.2005.02.026  0.349
2005 Caruthers JM, Delgass WN, Abu-Omar M, Thomson KT, Venkatasubramanian V, Blau GE, Manz TA, Medvedev G, Haq J, Novstrup KA, Phomphrai K, Sharma S, Krishnamurthy BB. Discovery informatics for catalyst design: Single site olefin polymerization catalysts Aiche Annual Meeting, Conference Proceedings. 9761.  0.553
2005 Krishnamurthy G, Bhan A, Hsu SH, Joshi Y, Delgass WN, Caruthers JM, Blau GE, Thomson KT, Venkatasubramanian V. Modeling propane aromatization on Hzsm-5 and Ga/Hzsm-5 Aiche Annual Meeting, Conference Proceedings. 10177.  0.571
2005 Krishnamurthy G, Bhan A, Hsu SH, Joshi Y, Delgass WN, Caruthers JM, Blau GE, Thomson KT, Venkatasubramanian V. Modeling propane aromatization on Hzsm-5 and Ga/Hzsm-5 Aiche Annual Meeting, Conference Proceedings. 10177.  0.571
2004 Katare S, Caruthers JM, Delgass WN, Venkatasubramanian V. An intelligent system for reaction kinetic modeling and catalyst design Industrial and Engineering Chemistry Research. 43: 3484-3512. DOI: 10.1021/Ie034067H  0.32
2004 Zhao C, Shimada Y, Venkatasubramanian V. An integrated system to support design of safer batch processes Computer Aided Chemical Engineering. 18: 307-312. DOI: 10.1016/S1570-7946(04)80117-2  0.313
2004 Maurya MR, Rengaswamy R, Venkatasubramanian V. Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets Engineering Applications of Artificial Intelligence. 17: 501-518. DOI: 10.1016/J.Engappai.2004.03.007  0.75
2004 Katare S, Bhan A, Caruthers JM, Delgass WN, Venkatasubramanian V. A hybrid genetic algorithm for efficient parameter estimation of large kinetic models Computers and Chemical Engineering. 28: 2569-2581. DOI: 10.1016/J.Compchemeng.2004.07.002  0.341
2004 Dash S, Maurya MR, Venkatasubramanian V, Rengaswamy R. A novel interval-halving framework for automated identification of process trends Aiche Journal. 50: 149-162. DOI: 10.1002/Aic.10014  0.711
2003 Ghosh P, Katare S, Patkar P, Caruthers JM, Venkatasubramanian V, Walker KA. Sulfur Vulcanization of Natural Rubber for Benzothiazole Accelerated Formulations: From Reaction Mechanisms to a Rational Kinetic Model Rubber Chemistry and Technology. 76: 592-693. DOI: 10.5254/1.3547762  0.321
2003 Maurya MR, Rengaswamy R, Venkatasubramanian V. A Systematic Framework for the Development and Analysis of Signed Digraphs for Chemical Processes. 2. Control Loops and Flowsheet Analysis Industrial & Engineering Chemistry Research. 42: 4811-4827. DOI: 10.1021/Ie0206453  0.701
2003 Maurya MR, Rengaswamy R, Venkatasubramanian V. A Systematic Framework for the Development and Analysis of Signed Digraphs for Chemical Processes. 1. Algorithms and Analysis Industrial & Engineering Chemistry Research. 42: 4789-4810. DOI: 10.1021/Ie020644A  0.71
2003 Huang Y, Reklaitis aGV, Venkatasubramanian V. A Heuristic Extended Kalman Filter Based Estimator for Fault Identification in a Fluid Catalytic Cracking Unit Industrial & Engineering Chemistry Research. 42: 3361-3371. DOI: 10.1021/Ie010659T  0.374
2003 Maurya MR, Rengaswamy R, Venkatasubramanian V. Qualitative trend analysis of the principal components: application to fault diagnosis Computer Aided Chemical Engineering. 15: 968-973. DOI: 10.1016/S1570-7946(03)80433-9  0.741
2003 Mu F, Venkatasubramanian V. Online HAZOP analysis for abnormal event management of batch process Computer Aided Chemical Engineering. 14: 803-808. DOI: 10.1016/S1570-7946(03)80215-8  0.425
2003 Maurya MR, Rengaswamy R, Venkatasubramanian V. Consistent malfunction diagnosis inside control loops using signed directed graphs Computer-Aided Chemical Engineering. 14: 473-478. DOI: 10.1016/S1570-7946(03)80160-8  0.734
2003 Zhao C, Bhushan M, Venkatasubramanian V. Roles of ontology in automated process safety analysis Computer-Aided Chemical Engineering. 14: 341-346. DOI: 10.1016/S1570-7946(03)80138-4  0.317
2003 Ram Maurya M, Rengaswamy R, Venkatasubramanian V. Fault Diagnosis by Qualitative Trend Analysis of the Principal Components: Prospects and Some New Results Ifac Proceedings Volumes. 36: 783-788. DOI: 10.1016/S1474-6670(17)36588-6  0.739
2003 Dash S, Rengaswamy R, Venkatasubramanian V. Fuzzy-logic based trend classification for fault diagnosis of chemical processes Computers & Chemical Engineering. 27: 347-362. DOI: 10.1016/S0098-1354(02)00214-4  0.749
2003 Venkatasubramanian V, Rengaswamy R, Kavuri SN, Yin K. A review of process fault detection and diagnosis part III: Process history based methods Computers and Chemical Engineering. 27: 327-346. DOI: 10.1016/S0098-1354(02)00162-X  0.758
2003 Venkatasubramanian V, Rengaswamy R, Kavuri SN. A review of process fault detection and diagnosis part II: Qualitative models and search strategies Computers and Chemical Engineering. 27: 313-326. DOI: 10.1016/S0098-1354(02)00161-8  0.732
2003 Venkatasubramanian V, Rengaswamy R, Yin K, Kavuri SN. A review of process fault detection and diagnosis part I: Quantitative model-based methods Computers and Chemical Engineering. 27: 293-311. DOI: 10.1016/S0098-1354(02)00160-6  0.765
2003 Caruthers JM, Lauterbach JA, Thomson KT, Venkatasubramanian V, Snively CM, Bhan A, Katare S, Oskarsdottir G. Catalyst design: Knowledge extraction from high-throughput experimentation Journal of Catalysis. 216: 98-109. DOI: 10.1016/S0021-9517(02)00036-2  0.666
2003 Dash S, Venkatasubramanian V. Integrated framework for abnormal event management and process hazards analysis Aiche Journal. 49: 124-139. DOI: 10.1002/Aic.690490112  0.397
2002 Huang Y, Reklaitis aGV, Venkatasubramanian V. A Model-Based Fault Accommodation System Industrial & Engineering Chemistry Research. 41: 3806-3821. DOI: 10.1021/Ie0108200  0.46
2002 Gani R, Achenie LEK, Venkatasubramanian V. Chapter 16: Challenges and opportunities for CAMD Computer Aided Chemical Engineering. 12: 357-377. DOI: 10.1016/S1570-7946(03)80018-4  0.327
2002 Gani R, Achenie LEK, Venkatasubramanian V. Chapter 1: Introduction to CAMD Computer Aided Chemical Engineering. 12: 3-21. DOI: 10.1016/S1570-7946(03)80003-2  0.311
2002 Huang YJ, Reklaitis G, Venkatasubramanian V. Model decomposition based method for solving general dynamic optimization problems Computers & Chemical Engineering. 26: 863-873. DOI: 10.1016/S0098-1354(02)00007-8  0.334
2002 Viswanathan S, Shah N, Venkatasubramanian V. Hybrid framework for hazard identification and assessment in batch processes Aiche Journal. 48: 1765-1774. DOI: 10.1002/Aic.690480817  0.384
2001 Zhao J, Viswanathan S, Zhao C, Mu F, Venkatasubramanian V. Knowledge-based management of change in chemical process industry Computer-Aided Chemical Engineering. 9: 931-936. DOI: 10.1016/S1570-7946(01)80149-8  0.368
2001 Venkatasubramanian V, Zhao J, Viswanathan S, Zhao C, Mu F, Harper P, Russell B. An Integrated Environment for Batch Process Development - From Recipe to Manufacture Computer-Aided Chemical Engineering. 9: 925-930. DOI: 10.1016/S1570-7946(01)80148-6  0.352
2001 Dash S, Kantharao S, Rengaswamy R, Venkatasubramanian V. Application and evaluation of linear/restricted nonlinear observers to a nonlinear CSTR Computer-Aided Chemical Engineering. 9: 853-858. DOI: 10.1016/S1570-7946(01)80136-X  0.724
2001 Maurya MR, Rengaswamy R, Venkatasubramanian V. Systematic Development and Application of Digraphs for Process Diagnosis and Hazards Analysis Ifac Proceedings Volumes. 34: 327-332. DOI: 10.1016/S1474-6670(17)33613-3  0.736
2001 Dash S, Venkatasubramanian V. Offline Safety Analysis for Online Fault Diagnosis Ifac Proceedings Volumes. 34: 179-184. DOI: 10.1016/S1474-6670(17)33588-7  0.39
2001 Dash S, Rengaswamy R, Venkatasubramanian V. A Novel Interval-Halving Algorithm for Process Trend Identification Ifac Proceedings Volumes. 34: 155-160. DOI: 10.1016/S1474-6670(17)33584-X  0.734
2001 Venkatasubramanian V. Process Fault Detection and Diagnosis: Past, Present and Future Ifac Proceedings Volumes. 34: 1-13. DOI: 10.1016/S1474-6670(17)33563-2  0.449
2001 Rengaswamy R, Mylaraswamy D, Årzén K, Venkatasubramanian V. A comparison of model-based and neural network-based diagnostic methods Engineering Applications of Artificial Intelligence. 14: 805-818. DOI: 10.1016/S0952-1976(02)00010-6  0.726
2001 Rengaswamy R, Hägglund T, Venkatasubramanian V. Qualitative shape analysis formalism for monitoring control loop performance Engineering Applications of Artificial Intelligence. 14: 23-33. DOI: 10.1016/S0952-1976(00)00051-8  0.702
2001 Vachhani P, Rengaswamy R, Venkatasubramanian V. A framework for integrating diagnostic knowledge with nonlinear optimization for data reconciliation and parameter estimation in dynamic systems Chemical Engineering Science. 56: 2133-2148. DOI: 10.1016/S0009-2509(00)00488-7  0.77
2001 Sundaram A, Ghosh P, Caruthers JM, Venkatasubramanian V. Design of fuel additives using neural networks and evolutionary algorithms Aiche Journal. 47: 1387-1406. DOI: 10.1002/Aic.690470615  0.34
2000 Zhao J, Viswanathan S, Venkatasubramanian V. Industrial applications of intelligent systems for operating procedure synthesis and hazards analysis for batch process plants Computer Aided Chemical Engineering. 8: 787-792. DOI: 10.1016/S1570-7946(00)80133-9  0.349
2000 Dash S, Venkatasubramanian V. Using PHA results for real time operator support during ASM Computer Aided Chemical Engineering. 8: 775-780. DOI: 10.1016/S1570-7946(00)80131-5  0.36
2000 Venkatasubramanian V, Zhao J, Viswanathan S. Intelligent systems for HAZOP analysis of complex process plants Computers and Chemical Engineering. 24: 2291-2302. DOI: 10.1016/S0098-1354(00)00573-1  0.407
2000 Huang Y, Reklaitis GV, Venkatasubramanian V. Dynamic optimization based fault accommodation Computers and Chemical Engineering. 24: 439-444. DOI: 10.1016/S0098-1354(00)00435-X  0.452
2000 Rengaswamy R, Venkatasubramanian V. A fast training neural network and its updation for incipient fault detection and diagnosis Computers and Chemical Engineering. 24: 431-437. DOI: 10.1016/S0098-1354(00)00434-8  0.744
2000 Ghosh P, Sundaram A, Venkatasubramanian V, Caruthers JM. Integrated product engineering: A hybrid evolutionary framework Computers and Chemical Engineering. 24: 685-691. DOI: 10.1016/S0098-1354(00)00420-8  0.339
2000 Viswanathan S, Shah N, Venkatasubramanian V. A hybrid strategy for batch process hazards analysis Computers and Chemical Engineering. 24: 545-549. DOI: 10.1016/S0098-1354(00)00385-9  0.38
2000 Dash S, Venkatasubramanian V. Challenges in the industrial applications of fault diagnostic systems Computers and Chemical Engineering. 24: 785-791. DOI: 10.1016/S0098-1354(00)00374-4  0.469
1999 Vedam H, Venkatasubramanian V. PCA-SDG based process monitoring and fault diagnosis Control Engineering Practice. 7: 903-917. DOI: 10.1016/S0967-0661(99)00040-4  0.474
1999 Vedam H, Dash S, Venkatasubramanian V. An intelligent operator decision support system for abnormal situation management Computers & Chemical Engineering. 23: S577-S580. DOI: 10.1016/S0098-1354(99)80142-2  0.396
1998 Vedam H, Venkatasubramanian V. Automated Interpretation of PCA-Based Process Monitoring and Fault Diagnosis Using Signed Digraphs Ifac Proceedings Volumes. 31: 219-223. DOI: 10.1016/S1474-6670(17)37562-6  0.467
1998 Viswanathan S, Johnsson C, Srinivasan R, Venkatasubramanian V, Ärzen KE. Automating operating procedure synthesis for batch processes Computers & Chemical Engineering. 22: 1687-1698. DOI: 10.1016/S0098-1354(98)00229-4  0.326
1998 Viswanathan S, Johnsson C, Srinivasan R, Venkatasubramanian V, Ärzen KE. Automating operating procedure synthesis for batch processes Computers & Chemical Engineering. 22: 1673-1685. DOI: 10.1016/S0098-1354(98)00228-2  0.34
1998 Srinivasan R, Venkatasubramanian V. Multi-perspective models for process hazards analysis of large scale chemical processes Computers & Chemical Engineering. 22: S961-S964. DOI: 10.1016/S0098-1354(98)00190-2  0.467
1998 Vedam H, Venkatasubramanian V, Bhalodia M. A B-spline based method for data compression, process monitoring and diagnosis Computers & Chemical Engineering. 22: S827-S830. DOI: 10.1016/S0098-1354(98)00158-6  0.351
1998 Srinivasan R, Venkatasubramanian V. Automating HAZOP analysis of batch chemical plants: Part II. Algorithms and application Computers and Chemical Engineering. 22: 1357-1370. DOI: 10.1016/S0098-1354(98)00019-2  0.352
1998 Srinivasan R, Venkatasubramanian V. Automating HAZOP analysis of batch chemical plants: Part I. The knowledge representation framework Computers and Chemical Engineering. 22: 1345-1355. DOI: 10.1016/S0098-1354(98)00018-0  0.412
1998 Srinivasan R, Dimitriadis VD, Shah N, Venkatasubramanian V. Safety verification using a hybrid knowledge-based mathematical programming framework Aiche Journal. 44: 361-371. DOI: 10.1002/Aic.690440213  0.394
1997 Mylaraswamy D, Venkatasubramanian V. A hybrid framework for large scale process fault diagnosis Computers & Chemical Engineering. 21: S935-S940. DOI: 10.1016/S0098-1354(97)87622-3  0.475
1997 Vedam H, Venkatasubramanian V. Signed digraph based multiple fault diagnosis Computers & Chemical Engineering. 21: S655-S660. DOI: 10.1016/S0098-1354(97)87577-1  0.457
1997 Doyle FJ, Pekny JF, Reklaitis G, Venkatasubramanian V. A graduate course in computer integrated process operations Computers & Chemical Engineering. 21: S255-S259. DOI: 10.1016/S0098-1354(97)87511-4  0.377
1996 Aoyama A, Doyle FJ, Venkatasubramanian V. Control-affine neural network approach for nonminimum-phase nonlinear process control Journal of Process Control. 6: 17-26. DOI: 10.1016/0959-1524(95)00012-7  0.346
1996 Vaidhyanathan R, Venkatasubramanian V. A semi-quantitative reasoning methodology for filtering and ranking HAZOP results in HAZOPExpert Reliability Engineering and System Safety. 53: 185-203. DOI: 10.1016/0951-8320(96)00061-0  0.398
1996 Vaidhyanathan R, Venkatasubramanian V. Experience with an expert system for automated HAZOP analysis Computers & Chemical Engineering. 20: S1589-S1594. DOI: 10.1016/0098-1354(96)00270-0  0.385
1996 Shin D, Venkatasubramanian V. Intelligent tutoring system framework for operator training for diagnostic problem solving Computers & Chemical Engineering. 20: S1365-S1370. DOI: 10.1016/0098-1354(96)00234-7  0.339
1996 Srinivasan R, Venkatasubramanian V. Petri net-Digraph models for automating HAZOP analysis of batch process plants Computers & Chemical Engineering. 20: S719-S725. DOI: 10.1016/0098-1354(96)00129-9  0.364
1996 Doyle FJ, Venkatasubramanian V, Kendi TA. Purdue Control Modules: A flexible set of software modules for an undergraduate process dynamics and control laboratory Computer Applications in Engineering Education. 4: 179-190. DOI: 10.1002/Sici1099-054219964:3<179::Aid-Cae1>3.0.Co;2-A  0.314
1996 Vaidhyanathan R, Venkatasubramanian V, Dyke FT. Hazopexpert: An expert system for automating HAZOP analysis Process Safety Progress. 15: 80-88. DOI: 10.1002/Prs.680150206  0.415
1995 Aoyama A, Doyle FJ, Venkatasubramanian V. Control-affine fuzzy neural network approach for nonlinear process control Journal of Process Control. 5: 375-386. DOI: 10.1016/0959-1524(95)00010-N  0.367
1995 Aoyama A, Venkatasubramanian V. Internal model control framework using neural networks for the modeling and control of a bioreactor Engineering Applications of Artificial Intelligence. 8: 689-701. DOI: 10.1016/0952-1976(95)00053-4  0.345
1995 Aoyama A, Doyle FJ, Venkatasubramanian V. A fuzzy neural-network approach for nonlinear process control Engineering Applications of Artificial Intelligence. 8: 483-498. DOI: 10.1016/0952-1976(95)00038-3  0.35
1995 Rengaswamy R, Venkatasubramanian V. A syntactic pattern-recognition approach for process monitoring and fault diagnosis Engineering Applications of Artificial Intelligence. 8: 35-51. DOI: 10.1016/0952-1976(94)00058-U  0.725
1995 Vaidhyanathan R, Venkatasubramanian V. Digraph-based models for automated HAZOP analysis Reliability Engineering and System Safety. 50: 33-49. DOI: 10.1016/0951-8320(95)00052-4  0.411
1994 Kavuri SN, Venkatasubramanian V. Neural network decomposition strategies for large-scale fault diagnosis International Journal of Control. 59: 767-792. DOI: 10.1080/00207179408923104  0.366
1994 Kanakamedala KB, Reklaitis GV, Venkatasubramanian V. Reactive schedule modification in multipurpose batch chemical plants Industrial & Engineering Chemistry Research. 33: 77-90. DOI: 10.1021/Ie00025A011  0.306
1994 Venkatasubramanian V. Towards Integrated Process Supervision: Current Status and Future Directions Ifac Proceedings Volumes. 27: 9-21. DOI: 10.1016/S1474-6670(17)45840-X  0.391
1994 Venkatasubramanian V, Vaidhyanathan R. A knowledge‐based framework for automating HAZOP analysis Aiche Journal. 40: 496-505. DOI: 10.1002/Aic.690400311  0.411
1993 Kavuri SN, Venkatasubramanian V. Using fuzzy clustering with ellipsoidal units in neural networks for robust fault classification Computers and Chemical Engineering. 17: 765-784. DOI: 10.1016/0098-1354(93)80062-R  0.366
1993 Kavuri SN, Venkatasubramanian V. Representing bounded fault classes using neural networks with ellipsoidal activation functions Computers and Chemical Engineering. 17: 139-163. DOI: 10.1016/0098-1354(93)80011-B  0.361
1992 Rengaswamy R, Venkatasubramanian V. An Integrated Framework for Process Monitoring, Diagnosis, and Control using Knowledge-Based Systems and Neural Networks Ifac Proceedings Volumes. 25: 49-54. DOI: 10.1016/S1474-6670(17)50215-3  0.714
1992 Vaidyanathan R, Venkatasubramanian V. Representing and diagnosing dynamic process data using neural networks Engineering Applications of Artificial Intelligence. 5: 11-21. DOI: 10.1016/0952-1976(92)90093-Y  0.397
1992 Vaidyanathan R, Venkatasubramanian V. On the nature of fault space classification structure developed by neural networks Engineering Applications of Artificial Intelligence. 5: 289-297. DOI: 10.1016/0952-1976(92)90037-K  0.419
1992 Kavuri SN, Venkatasubramanian V. Combining pattern classification and assumption-based techniques for process fault diagnosis Computers and Chemical Engineering. 16: 299-312. DOI: 10.1016/0098-1354(92)80050-J  0.488
1991 Venkatasubramanian V, Vaidyanathan R. Diagnosing Noisy Process Data using Neural Networks Ifac Proceedings Volumes. 24: 547-552. DOI: 10.1016/S1474-6670(17)51198-2  0.349
1991 Janusz ME, Venkatasubramanian V. Automatic generation of qualitative descriptions of process trends for fault detection and diagnosis Engineering Applications of Artificial Intelligence. 4: 329-339. DOI: 10.1016/0952-1976(91)90001-M  0.444
1991 Androulakis IP, Venkatasubramanian V. A genetic algorithmic framework for process design and optimization Computers and Chemical Engineering. 15: 217-228. DOI: 10.1016/0098-1354(91)85009-J  0.3
1990 Venkatasubramanian V, Vaidyanathan R, Yamamoto Y. Process fault detection and diagnosis using neural networks-I. steady-state processes Computers and Chemical Engineering. 14: 699-712. DOI: 10.1016/0098-1354(90)87081-Y  0.441
1989 Rich SH, Venkatasubramanian V, Nasrallah M, Matteo C. Development of a diagnostic expert system for a whipped toppings process Journal of Loss Prevention in the Process Industries. 2: 145-154. DOI: 10.1016/0950-4230(89)80019-1  0.352
1989 Venkatasubramanian V, Chan K. A neural network methodology for process fault diagnosis Aiche Journal. 35: 1993-2002. DOI: 10.1002/Aic.690351210  0.475
1989 Rich SH, Venkatasubramanian V. Causality‐based failure‐driven learning in diagnostic expert systems Aiche Journal. 35: 943-950. DOI: 10.1002/Aic.690350607  0.347
1988 Venkatasubramanian V. Towards a specialized shell for diagnostic expert systems for chemical plant Journal of Loss Prevention in the Process Industries. 1: 84-91. DOI: 10.1016/0950-4230(88)80017-2  0.447
1988 Venkatasubramanian V, Rich SH. An object-oriented two-tier architecture for integrating compiled and deep-level knowledge for process diagnosis Computers and Chemical Engineering. 12: 903-921. DOI: 10.1016/0098-1354(88)87017-0  0.42
1987 Rich SH, Venkatasubramanian V. Model-based reasoning in diagnostic expert systems for chemical process plants Computers and Chemical Engineering. 11: 111-122. DOI: 10.1016/0098-1354(87)80012-1  0.493
1986 Venkatasubramanian V, Chen CF. A blackboard architecture for plastics design Artificial Intelligence in Engineering. 1: 117-122. DOI: 10.1016/0954-1810(86)90056-7  0.32
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