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Publications in Process Operations

Journal Publications

  1. D. Sarkar, X-T Doan, Zhou Ying, R. Srinivasan, In-situ particle size estimation for crystallization processes by multivariate image analysis, Chemical Engineering Science, Vol 64, 9-19, 2009.

  2. YS. Ng and R. Srinivasan, Multivariate Temporal Data Analysis using Self-Organizing Maps. 1. Visual Exploration of Multi- State Operations, Industrial Engineering Chemistry Research, Vol 47 (20), p7744 – 7757, 2008.

  3. YS. Ng and R. Srinivasan, Multivariate Temporal Data Analysis using Self-Organizing Maps. 2. Monitoring and Diagnosis of Multi-State Operations, Industrial Engineering Chemistry Research, Vol 47 (20), p7758-7771, 2008.

  4. R. Srinivasan and M. Qian, State-specific Key Variables for Monitoring Multi-state Processes, Chemical Engineering Research & Design , Vol 85 (A12), p1630-1644, 2007.

  5. X-T. Doan and R. Srinivasan, Online monitoring of multi-phase batch processes using phase-based multivariate statistical process control, Computers and Chemical Engineering, Vol 32(1-2), pp 230-243, 2007.

  6. R. Srinivasan and M. Qian, Online Temporal Signal Comparison Using Singular Points Augmented Time Warping, Industrial and Engineering Chemistry Research, Vol 46, p4531-4548, 2007.

  7. R. Srinivasan, Artificial Intelligence Methodologies for Agile Refining: An Overview, Knowledge and Information Systems Journal, Vol 12 (2), p 129-145. 2007.

  8. R. Srinivasan and M Qian, Online Fault Diagnosis and State Identification during Process Transitions using Dynamic Locus Analysis, Chemical Engineering Science, Vol 61(18), p6109-6132, 2006.

  9. J. Liu, K.W Lim, W.K. Ho, K.C Tan, A Tay, and R. Srinivasan, Using the OPC Standard for Real-Time Process Monitoring and Control, IEEE Software, Vol 22(6), p 54- 59, 2005.

  10. R. Srinivasan and M Qian, Offline Temporal Signal Comparison Using Singular Points Augmented Time Warping, Industrial & Engineering Chemistry Research, Vol  44(13), p4697 – 4716, 2005.

  11. R. Srinivasan, C. Wang, WK Ho, and KW Lim, Neural Network Systems for Multi-dimensional Temporal Pattern Classification, Computers & Chemical Engineering, Vol 29 (5), p965-981, 2005.

  12. R. Srinivasan, C. Wang, WK Ho, and KW Lim, Context-Based Recognition of Process States Using Neural Networks, Chemical Engineering Science, Vol 60 (4), p 935-949, 2005.

  13. R. Srinivasan, P. Viswanathan, H. Vedam and A. Nochur, A Framework for Managing Transitions in Chemical Plants, Computers & Chemical Engineering, Vol 29 (2), p305-322, 2005

  14. R. Srinivasan, J. Liu, K. W. Lim, K. C. Tan, W. K. Ho, Intelligent Alarm Management in a Petroleum Refinery, Hydrocarbon Processing, p 47–53, Nov 2004.

  15. R. Srinivasan, C. Wang, W. K. Ho and K. W. Lim, Dynamic PCA Based Methodology for Clustering Process States in Agile Chemical Plants, Industrial and Engineering Chemistry Research, Vol 43 (9), p2123-2139, 2004.

  16. A. Bhagwat, R. Srinivasan, and P.R. Krishnaswamy, Multi-Linear Model-Based Fault Detection During Process Transitions, Chemical Engineering Science, Vol 58(9) pp. 1649-1670, 2003.

  17. A. Bhagwat, R. Srinivasan, and P.R. Krishnaswamy, Fault Detection During Process Transitions: A Model-Based Approach, Chemical Engineering Science, Vol 58(2) pp 309 – 325, 2003.

  18. J. Liu, K. W. Lim, W. K. Ho, K. C. Tan, R. Srinivasan, A. Tay, Intelligent Alarm Management System, IEEE Software, Vol 20(2),   Mar/Apr 2003.

  19. A. Sundarraman and R. Srinivasan, Monitoring Transitions in Chemical Plants using Enhanced Trend Analysis, Computers & Chemical Engineering, Vol 27(10), p 1455–1472, Oct 2003.

 

Book Chapters

  1. J. Liu, R. Srinivasan, and P.N. Selva Guru, Practical Challenges In Developing Data-Driven Soft Sensors For Quality Prediction, In Computer-aided Chemical Engineering, Vol 25, Ed. B. Braunshweig and X. Joulia, Proceedings of the European Symposium on Computer Aided Process Engineering, Lyon, France, Jun 1-4, 2008. pp 961-966

  2. YS Ng and R. Srinivasan, Visual Exploration of Multi-state Operations Using Self-Organizing Map, In Computer-aided Chemical Engineering, Vol 25, Ed. B. Braunshweig and X. Joulia, Proceedings of the European Symposium on Computer Aided Process Engineering, Lyon, France, Jun 1-4, 2008. pp 1015-1020

  3. Y. Zhou, X.T. Doan, and R. Srinivasan, Real-time imaging and product quality characterization for control of particulate processes, In Computer-aided Chemical Engineering, Ed: W. Marquardt and C. Pantelides, Vol. 21, pp775-7807, 2006.

  4. X.T. Doan and R. Srinivasan, Online prediction of end-of-batch product quality using phase-specific PLS models, In Computer-aided Chemical Engineering, Ed: W. Marquardt and C. Pantelides, Vol. 21, pp1257-1262, 2006.

Conference Papers

  1. K. Ghosh, Y-S Ng, and R. Srinivasan, Dempster-Shafer Fusion for Collaborative Fault Detection and Identification (FDI) with Application to a Distillation Column Case Study, Presented at the AIChE Annual Meeting, Philadelphia, PA, Nov 16-21, 2008.

  2. Y. Zhou, R. Srinivasan, and L Samavedham, Quantitative Large-Scale Validation of Image-Based Sensors for Online Particle Size Characterization during Crystallization, Presented at the AIChE Annual Meeting, Philadelphia, PA, Nov 16-21, 2008.

  3. S. Natarajan, R. Srinivasan, and A. Khambadkone, Incipient Fault Detection In Offshore Oil and Gas Production Platforms: Hybrid Electro-Mechanical Monitoring of Rotating Equipment, Presented at the AIChE Annual Meeting, Philadelphia, PA, Nov 16-21, 2008.

  4. J. Liu, R. Srinivasan, and P.N. Selva Guru, Practical Challenges In Developing Data-Driven Soft Sensors For Quality Prediction, Presented at the European Symposium on Computer Aided Process Engineering, Lyon, France, Jun 1-4, 2008.

  5. YS Ng and R. Srinivasan, Visual Exploration of Multi-state Operations Using Self-Organizing Map, Presented at the European Symposium on Computer Aided Process Engineering, Lyon, France, Jun 1-4, 2008.

  6. YS Ng and R. Srinivasan, Visual Exploration of Process Transitions using Self-organizing Maps, Presented at the 14th Regional symposium on Chemical Engineering (RSCE 2007), Jogjakarta, Indonesia, December 4-5, 2007.

  7. D. Wang and R. Srinivasan, Data-Driven Strategy For Real-Time Quality Control And Recovery In Batch Operations, Presented at the AIChE Annual Meeting, Salt Lake City, UT, Nov 4-9, 2007.

  8. YS Ng and R. Srinivasan, Multi-agent Framework for Fault Detection and Diagnosis in Transient Operations, Presented at the European Symposium on Computer Aided Process Engineering, Bucharest, Romania, 2007.Paper # T1-474

  9. Z. Ying, X-T. Doan, and R. Srinivasan, Online Monitoring of Particle Shape and Size Distribution in Crystallization Processes through Image Analysis, Presented at the European Symposium on Computer Aided Process Engineering, Bucharest, Romania, 2007. Paper #T2-5014

  10. YS Ng., W Yu, and R. Srinivasan, Transition Classification and Performance Analysis: A Study on an Industrial Hydrocracker, Presented at the IEEE International Conference on Industrial Technology (ICIT 2006), Mumbai, India, Dec 15-17, 2006.

  11. YS Ng. and R. Srinivasan, Comparison of Decision Fusion Strategies for Combining Heterogeneous Diagnostic Fault Classifiers, Presented at the AIChE Annual Meeting, San Francisco, CA, Nov 12-17, 2006. Paper #125f

  12. Y. Zhou, X.T. Doan and R. Srinivasan, Integrating Multi-Variate Image Analysis and Artificial Intelligence Techniques with PVM for Inline Crystal Size and Shape Measurements, Presented at the AIChE Annual Meeting, San Francisco, CA, Nov 12-17, 2006. Paper #301aa

  13. J. Liu, R. Srinivasan, D. Wang and P.N. Selva Guru, Soft Sensors for Quality Prediction Using Neural Networks, Presented at the AIChE Annual Meeting, San Francisco, CA, Nov 12-17, 2006. Paper # 406b

  14. S. Manuja and R. Srinivasan, Plant Wide Reconfigurable Control in the Face of Sensor and Actuator Failures: Supervisory Architecture and Application to Tennessee Eastman Process, Presented at the AIChE Annual Meeting, San Francisco, CA, Nov 12-17, 2006. Paper #406e

  15. D. Wang, R. Srinivasan, J. Liu, P. N. S. Guru and K. M. Leong, Data-driven Soft Sensor Approach For Quality Prediction in a Refinery Process, Presented at 4th International IEEE Conference on Industrial Informatics, INDIN’06, Singapore, Aug 16-18, 2006.

  16. Y. Zhou, X.T. Doan, and R. Srinivasan, Real-time imaging and product quality characterization for control of particulate processes, Presented at 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering, Garmisch-Partenkirchen, Germany, Jul 9-13, 2006.

  17. X.T. Doan and R. Srinivasan, Online prediction of end-of-batch product quality using phase-specific PLS models, Presented at 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering, Garmisch-Partenkirchen, Germany, Jul 9-13, 2006.

  18. YS Ng and R. Srinivasan, An Adjoined Multi-DPCA Approach For Online Monitoring Of Fed-Batch Processes, Presented at the International Symposium on Advanced Control of Chemical Processes, Gramado, Brazil, Apr 2-5, 2006.

  19. R. Srinivasan and A. Nochur, Process Control and Automation for Agile Manufacturing, CIA2005 International Conference, Singapore, Nov 30-Dec 1, 2005 (Invited Talk).

  20. YS Ng and R. Srinivasan, Overcoming False Positives (Type-I Errors) while Monitoring of Transient Operations using Principal Component Analysis, Presented in AIChE annual meeting, Cincinnati, OH, Oct 30- Nov 4, 2005.

  21. R. Srinivasan and Ng YS, Supervisory Control of Process Transitions: Challenges & Opportunities, Presented in AIChE annual meeting, Cincinnati, OH, Oct 30- Nov 4, 2005.

  22. X-T Doan and R. Srinivasan, Augmented dynamic PCA approach for online monitoring of multi-stage batch processes, Presented in AIChE annual meeting, Cincinnati, OH, Oct 30- Nov 4, 2005.

  23. J. Li, W. Li, I.A. Karimi and R. Srinivasan, Robust and Efficient Algorithm for Optimizing Crude Oil Operations, Presented in AIChE annual meeting, Cincinnati, OH, Oct 30- Nov 4, 2005.

  24. J. Liu, K.W. Lim, R. Srinivasan, X.T. Doan, An Intelligent PCA Approach for on-Line Fault Isolation, Presented in AIChE annual meeting, Cincinnati, OH, Oct 30- Nov 4, 2005.

  25. R. Srinivasan, Intelligent Alarm Management: An Overview, Society for Loss Prevention Conference 2005: New Initiatives in Loss Prevention, Singapore, Sep 21-22, 2005.

  26. DX Tien and R. Srinivasan, Online monitoring of batch processes using a hybrid PCA +feature synchronization approach, Presented in PSE ASIA 2005, Seoul, Korea, August 18-19, 2005.

  27. J. Liu, KW Lim, R. Srinivasan, and DX Tien, On-Line Process Monitoring And Fault Isolation Using PCA, Presented in 20th IEEE International Symposium on Intelligent Control, Cyprus, 27-29 June 2005.

  28. YS Ng and R. Srinivasan, Collaborative Decision Support during Process Operations using Heterogeneous Software Agents, Presented in the AIChE annual meeting, Austin, TX, Nov 7-12, 2004.

  29. YS Ng and  R. Srinivasan, Fault diagnosis during process transitions using SOM and clustering approaches, Presented in the AIChE annual meeting, Austin, TX, Nov 7-12, 2004.

  30. YS Ng and  R. Srinivasan, Transitions in the Process Industries: Opportunities and Prospective Solution, Presented in the IEEE International Symposium on Intelligent Control, Taipei, Taiwan, Sep 2-4, 2004.

  31. R. Srinivasan, Artificial Intelligence Methodologies for Agile Refining, Presented in Workshop on Intelligent Computing in the Petroleum Industry, Presented in International Joint Conference on Artificial Intelligence, Acapulco, Mexico, August 9–15, 2003. (Keynote lecture)

  32. J. Liu, K.W. Lim, W.K. Ho, K.C. Tan, R. Srinivasan, A. Tay, Y.X. Xi, On-line fault detection and diagnosis of a refinery process, Presented in 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, Washington, D.C., June 9-11, 2003

  33. R. Srinivasan, Data-driven Knowledge Acquisition Methodology for a Process Monitoring System, Presented in PSEAsia-2002, Dec 4–6, 2002.

  34. M. Qian and R. Srinivasan, Online Monitoring of Process States using Dynamic Programming and Dynamic Time Warping, Presented in the AIChE annual meeting, Indianapolis, Nov 3–8, 2002.

  35. R. Srinivasan and S. Gopal, Extracting Information from High-Dimensional Operations Data using Visualization Techniques, Presented in the AIChE annual meeting, Indianapolis, Nov 3–8, 2002, #271c.

  36. C. Wang, R. Srinivasan, W. K. Ho and K. W. Lim, PCA Clustering of Process States for Control of Agile Chemical Plants, Presented in the AIChE annual meeting, Indianapolis, Nov 3–8, 2002.

  37. M. Qian and R. Srinivasan, Classifying process transitions using dynamic time warping, Presented in the Regional Symposium on Chemical Engineering, Kuala Lumpur, Malaysia, Oct 28-30, 2002.

  38. R. Srinivasan, Experience with Alarm Management in a Petroleum Refinery, Presented in AspenWorld 2002, Washington DC, Oct 27–Nov 1, 2002. (Invited Talk)

  39. R. Srinivasan, A. Bhagwat, and PR Krishnaswamy, Monitoring Start-Up Transition in a Highly Non-Linear Process: A Critical Evaluation of the Nonlinear vs. Multi-Linear Model-based Approaches, Presented in the 9th Asian Pacific Confederation of Chemical Engineering Congress, Christchurch, New Zealand, 29 Sept – 3 Oct 2002.

  40. M. Qian and R. Srinivasan, Online Identification of Process Transitions using Dynamic Programming and Dynamic Time Warping, Presented in the 4th Asian Control Conference, Singapore, Sep 25-27, 2002.

  41. C. Wang, R. Srinivasan, W. K. Ho and K. W. Lim, A One-Class-One-Net Neural Network-Based Structure for Operating State Identification, Presented in the 4th Asian Control Conference, Singapore, Sep 25-27, 2002.

  42. R. Srinivasan, H. Vedam and A. Nochur, Characterizing Operating States in Chemical Plants: Application to a Fluidized Catalytic Cracking Unit, Presented in the AIChE annual meeting, Reno, Nov 4–9, 2001.

  43. C. Wang, R. Srinivasan, W. K. Ho and K. W. Lim, Neural Network-Based Sequential Pattern Recognition for Process Mode Identification, Presented in the AIChE annual meeting, Reno, Nov 4–9, 2001.
  44. M. Qian and R. Srinivasan Indexing Process Modes and Transitions Using Singular Points, Presented in the Regional Symposium on Chemical Engineering 2001, 29-31 Oct, Bandung, Indonesia, 2001.
  45. K. Muthuswamy, R. Srinivasan, S. Bested and M. White,  Automatic Rule Generation For Supervision Of Fermentation Processes, Presented in 8th International Conference On Computer Applications In Biotechnology, 24–27 Jun, Quebec, Canada, 2001.
  46. A. Bhagwat, R. Srinivasan and P.R. Krishnaswamy, Model-Based Fault Detection during Process Transitions, Presented in 4th IFAC Workshop on On-Line Fault Detection & Supervision in the Chemical Process Industries, June 7-8, Cheju Island, Korea, 2001.
  47. J. Liu, R. Li, S. L. Ling, J. R. Zhou, K. W. Lim, R. Srinivasan, K. C. Tan and W. K. Ho, Intelligent Alarm Management through Suppressing Nuisance Alarms and Providing Operator Advice, Presented in 4th IFAC Workshop on On-Line Fault Detection & Supervision in the Chemical Process Industries, June 7-8, Cheju Island, Korea, 2001.
  48. A Sundarraman and R Srinivasan, Decision Support System For Monitoring Transitions In Chemical Plants, Presented in Regional Symposium on Chemical Engineering – 2000, 11-13 Dec, Singapore, 2000.
  49. C. Wang, R Srinivasan, W K Ho and K W Lim, A Hierarchical Neural Network Structure For Process Mode Classification, Presented in Regional Symposium on Chemical Engineering – 2000, 11-13 Dec, Singapore, 2000.
  50. J. Liu, R. Li, S. L. Ling, J. R. Zhou, K. W. Lim, R. Srinivasan, K. C. Tan and W. K. Ho, An Intelligent Alarm Management System in a Refinery Plant, Presented in Third International Conference on Loss Prevention (Safety, Health & Environment) in the Oil, Chemical and Process Industries, 4-8 Dec, Singapore, 2000.
  51. A Sundarraman and R Srinivasan, Operator advisory system for fault detection during process transitions, Presented in Third International Conference on Loss Prevention (Safety, Health & Environment) in the Oil, Chemical and Process Industries, 4-8 Dec, Singapore, 2000.
  52. P. Viswanathan and R. Srinivasan, A Supervisory Algorithm for Online Identification of Operating Modes and Transitions in Process Plants, Presented in AIChE annual meeting, Los Angeles, Nov 12–17, 2000.
  53. K. Muthuswamy and R. Srinivasan, Automated Supervisory Control of Semi-Batch and Batch Processes: Application to Fed batch Fermentation, Presented in AIChE annual meeting, Los Angeles, Nov 12–17, 2000.
  54. K. Muthuswamy, A. Sundarraman and R. Srinivasan, A Dynamic Feature Synchronization Algorithm for Online Tracking of Continuous Chemical Plants, Presented in AIChE annual meeting, Los Angeles, Nov 12–17, 2000.
  55. A. Sundarraman and R. Srinivasan, Enhanced Trend Analysis for Monitoring Process Transitions, Presented in AIChE annual meeting, Los Angeles, Nov 12–17, 2000.
  56. C. Wang, R. Srinivasan, W.K. Ho and K.W. Lim,  Dynamic Alarm Configuration in Chemical Processes through Process Mode Identification, Proceedings of the Asian Control Conference, Shanghai, China, July 4 -7, Vol 1, pp 1–6, 2000.
  57. J. Liu, R. Li, S. L. Ling, J. R. Zhou, K. W. Lim, R. Srinivasan, K. C. Tan and W. K. Ho, A Dynamic Algorithm for Reducing the Number of Repeating Alarms in Refinery Plant, Proceedings of the Asian Control Conference, Shanghai, China, July 4 -7, Vol 1, pp 13–16, 2000.
  58. R. Li, J. Liu,  J. R. Zhou, S. L. Ling, K. W. Lim, W. K. Ho, R. Srinivasan, and K. C. Tan,  Development of Practical Solutions for Alarm Management in a Refinery Plant, Proceedings of the Asian Control Conference, Shanghai, China, July 4 -7, Vol 1, pp 17–20, 2000.
  59. A. Sundarraman and R. Srinivasan, Monitoring Transitions in Chemical Processes Using Enhanced Trend Analysis, Accepted for presentation in the European Symposium on Computer Aided Process Engineering-10, Florence, Italy, May 7 - 10, 2000.
  60. K. Muthusamy and R. Srinivasan, Intelligent phase identification for monitoring batch processes, Proceedings of the Regional Symposium on Chemical Engineering–1999, Vol III, pp P-Model&Sim 36-1, 1999.
  61. B. Korkmaz,, V. Pillai, and R. Srinivasan, Guidelines for exception handling design for batch processes, Presented at the World Batch Forum, San Diego, April 11-14, 1999

 

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Last modified: February 23, 2009