Integration techniques in intelligent operational management: A review

Knowledge-Based Systems

Volumn 18, Issue 2-3, 2005, Pages 89-97

  Power, Yvonne ^a   Bahri, Parisa A ^a  

^a MURDOCH UNIVERSITY   (Australia)

Author keywords

Data acquisition; Fault detection and diagnosis; Integrated framework; Intelligent operation; Knowledge based expert system; Process monitoring; Regulatory control; Supervisory control

Indexed keywords

ARTIFICIAL INTELLIGENCE; CONTROL SYSTEMS; EXPERT SYSTEMS; FUZZY SETS; INTEGRATION; OBJECT ORIENTED PROGRAMMING; PETRI NETS; SCADA SYSTEMS;

FAULT DETECTION AND DIAGNOSIS; INTEGRATED FRAMEWORK; INTELLIGENT OPERATIONS; PROCESS MONITORING; REGULATORY CONTROL; SUPERVISORY CONTROL;

KNOWLEDGE BASED SYSTEMS;

EID: 15544363639     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2004.04.009     Document Type: Article

References (72)

1. S. Albayrak, and H. Krallmann Distributed artificial intelligence in manufacturing control S.G. Tzafestas H.B. Verbruggen Artificial Intelligence in Industrial Decision Making, Control and Automation 1995 Kluwer The Netherlands 247 294
2. J.S. Albuquerque, and T.B. Lorenz Data reconciliation and gross-error detection for dynamic systems AIChE Journal 42 10 1996 2841 2856
3. W.L. Ang, A software engineering approach towards the design and analysis of hierarchical timed Petri net system models, PhD Thesis, Department of Electrical and Electronic Engineering, University of Western Australia, 2001.
4. M.J. Bagajewicz, and Q. Jiang Integral approach to plant linear dynamic reconciliation AIChE Journal 43 10 1997 2546 2558
5. W.R. Becraft, INNATE/QUALMS, an integrated neural network/deep knowledge expert system approach to fault diagnosis in large-scale chemical processing plants, PhD Thesis, Department of Chemical Engineering, University of Queensland, 1991.
6. C.E. Boddington Planning, Scheduling and Control Integration in the Process Industries 1995 McGraw-Hill New York
7. Z.X. Cai Intelligent Control: Principles, Techniques and Applications 1997 World Scientific Singapore
8. D.J. Campbell, Data reconciliation and gross error detection for a mineral processing plant, Masters Thesis, Department of Chemical Engineering, Curtin University of Technology, 1997.
9. J. Chen, Robust monitoring and data reconciliation for advanced chemical process operation, PhD Thesis, Department of Chemical Engineering, University of Sydney, 1998.
10. J.E. Coolahan, and N. Roussopoulos Timing requirements for time-driven systems using augmented Petri nets IEEE Transactions on Software Engineering SE-9 5 1983 603 616
11. C.M. Crowe, Y.A. Garcia Campos, and A. Hrymak Reconciliation of process flow rates by matrix projection, part I: linear case AIChE Journal 29 6 1986 881 888
12. C.M. Crowe Reconciliation of process flow rates by matrix projection, part II: the non-linear case AIChE Journal 32 4 1986 616 623
13. M. Darouach, and M. Zasadzinski Data reconciliation in generalized linear dynamic systems AIChE Journal 37 2 1991 193 201
14. D. Dempf, and T. List ON-line data reconciliation in chemical plants Computers and Chemical Engineering 22 Suppl 1998 S1023 S1025
15. G. Dittrich Modeling of complex systems using hierarchical Petri nets J. Rozenblitz K. Buchenrieder Codesign Computer-Aided Software/Hardware Engineering 1995 IEEE Press New York 128 144
16. T.F. Edgar, D.M. Himmelblau, and L.S. Lasdon Optimization of Chemical Processes 2001 McGraw Hill New York
17. R.S. Engelmore, A.J. Morgan, and H.P. Nii Introduction (chapter 1) R. Engelmore T. Morgan Blackboard Systems 1988 Addison Wesley England 1 22
18. R.S. Engelmore, and A.J. Morgan Current directions (1985-1987) (chapter 23) R. Engelmore T. Morgan Blackboard Systems 1988 Addison Wesley England 461 464
19. J.R. Ensor, and J.D. Gabbe Transactional blackboards (chapter 24) R. Engelmore T. Morgan Blackboard Systems 1988 Addison Wesley England 465 473
20. R. Fehling A concept of hierarchical Petri nets with building blocks G. Rozenberg Advances is Petri Nets LNCS 674 1993 Springer Berlin 148 168
21. R.A. Fjellheim, T.B. Pettersen, B. Christoffersen, and A. Nicholls Application methodology for REAKT systems Proceedings of the IFAC Artificial Intelligence in Real Time Control, Valencia, Spain 1994 325 332
22. V.C. Hamacher, Z.G. Vranesic, and S.G. Zaky Computer Organization 1996 McGraw Hill Singapore
23. C.J. Harris Advances in Intelligent Control 1994 Taylor & Francis Great Britain
24. J.C. Hoskins, K.M. Kaliyur, and D.M. Himmelblau Fault diagnosis in complex chemical plants using artificial neural networks AIChE Journal 37 1 1991 137 141
25. L.C. Jain, and C.W. de Silva Intelligent Adaptive Control Industrial Applications 1999 CRC Press USA
26. L.P.M. Johnston, and M. Kramer Maximum likelihood data rectification: steady-state systems AIChE Journal 41 11 1995 2415 2426
27. I.W. Kim, M.J. Liebman, and T.F. Edgar A sequential error-in-variables method for nonlinear dynamic systems Computers and Chemical Engineering 15 9 1991 663 670
28. M.A. Kramer, and R. Fjellheim Fault diagnosis and computer-aided diagnostic advisors AIChE Symposium, International Conference on Intelligent Systems in Process Engineering, Snowmass, Colorado, July 9-14 1995 12 24
29. R. Kreitner Management seventh ed 1998 Houghton Mifflin Company USA
30. Y.Z. Lu Industrial Intelligent Control Fundamentals and Applications 1996 Wiley New York
31. R.S.H. Mah Chemical Process Structures and Information Flows 1990 Butterworths Boston
32. S. Narasimhan, R.S.H. Mah, A.C. Tamhane, J.W. Woodward, and J.C. Hale A composite statistical test for detecting changes of steady states AIChE Journal 32 9 1986 1409 1418
33. S. Narasimhan, C.S. Kao, and R.S. Mah Detecting changes of steady state using the mathematical theory of evidence AIChE Journal 33 11 1987 1930 1933
34. S. Narasimhan, and C. Jordache Data Reconciliation and Gross Error Detection. An Intelligent Use of Process Data 2000 Gulf Publishing Company Houston, TX
35. J. Nie, and D. Linkens Fuzzy-Neural Control Principles, Algorithms and Applications 1995 Prentice Hall New York
36. H.P. Nii, N. Aiello, and J. Rice Frameworks for concurrent problem solving: a report on CAGE and POLIGON (chapter 25) R. Engelmore T. Morgan Blackboard Systems 1988 Addison Wesley England 475 501
37. N. Nissanke Realtime Systems 1997 Prentice Hall London
38. A. Nooraii, Implementation of advanced operational techniques for an experimental column within a DCS Environment, PhD Thesis, Department of Chemical Engineering, The University of Sydney, 1995.
39. A.A. Nooraii, and J.A. Romagnoli Implementation of advanced operational and control techniques for a pilot distillation column within a DCS environment Computers and Chemical Engineering 22 4/5 1997 695 708
40. R.A. Ogunnaike, and W.H. Ray Process Dynamics, Modeling and Control 1994 Oxford University Press New York
41. OSIsoft Canada ULC (2001) [online, accessed 4 Dec. 2002], URL: http://www.osisoft.ca/en/sigmafine.html.
42. E. Pessi, and E. Bullo MORSAF: a real-time assistant for the management of a petrochemical plant Proceedings of IFAC Artificial Intelligence in Real Time Control, Valencia, Spain 1994 341 346
43. J.L. Peterson Petri Net Theory and Modeling of Systems 1981 Prentice Hall New Jersey
44. J. Placido, and L.V. Loureiro Industrial application of data reconciliation Computers and Chemical Engineering 22 Suppl 1998 S1035 S1038
45. Y. Power, and P.A. Bahri The use of G2 and NOL for early detection and diagnosis of faults in the mineral processing industry Gensym User Society Worldwide Meeting 2002 (GUS2002), Cambridge, Massachusetts, 3-5 April 2002
46. Y. Power, P.A. Bahri, A two-step supervisory fault diagnosis framework, Computers and Chemical Engineering, 28 (2004) 2131-2140.
47. V.R. Radhakrishnan Model based supervisory control of a ball mill grinding circuit Journal of Process Control 9 3 1999 195 211
48. Y. Ramamurthi, P.B. Sistu, and W.B. Bequette Control-relevant dynamic data reconciliation and parameter estimation Computers and Chemical Engineering 17 1 1993 41 59
49. W. Reisig Petri Nets: An Introduction 1982 Springer Berlin
50. W. Reisig A Primer in Petri Net Design 1992 Springer Berlin
51. W. Reisig Elements of Distributed Algorithms Modeling and Analysis with Petri Nets 1998 Springer Berlin
52. R.G.V. Reklaitis, and L.B. Koppel Role and prospects for intelligent systems in integrated process operations AIChE Symposium, International Conference on Intelligent Systems in Process Engineering, Snowmass, Colorado, July 9-14 1995 71 84
53. J.A. Romagnoli, and M.C. Sanchez Data Processing and Reconciliation for Chemical Process Operations 2000 Academic Press San Diego
54. D. Ruiz, J.M. Nougues, and L. Puigjaner Fault diagnosis support system for complex chemical plants Computers and Chemical Engineering 25 1 2001 151 160
55. D.E. Seborg, T.F. Edgar, and D.A. Mellichamp Process Dynamics and Control 1989 Wiley New York
56. D.E. Shobrys, and D.C. White Planning, scheduling and control systems: why they cannot work together Computers and Chemical Engineering 24 2 2000 163 173
57. D.E. Simpson, V.R. Voller, and M.G. Everett An efficient algorithm for mineral processing data adjustment International Journal of Mineral Processing 31 1/2 1991 73 96
58. SimSci-Esscor [online, accessed 4 Dec. 2002], URL: http://www.simsci.com/ products/datacon.stm.
59. C.L.E. Swartz An algorithm for hierarchical supervisory control Computers in Chemical Engineering 19 11 1995 1173 1180
60. A. Terry Using explicit strategic knowledge to control expert systems (chapter 7) R. Engelmore T. Morgan Blackboard Systems 1988 Addison Wesley England 159 188
61. S.G. Tzafestas, and H.B. Verbruggen Artificial intelligence in industrial decision making, control, and automation: an introduction S.G. Tzafestas H.B. Verbruggen Artificial Intelligence in Industrial Decision Making, Control and Automation 1995 Kluwer The Netherlands 1 39
62. S.G. Tzafestas Introduction: overview of intelligent controls S.G. Tzafestas Methods and Applications of Intelligent Control 1997 Kluwer The Netherlands 3 23
63. R. Vaidyanathan, and V. Venkatasubramanian Representing and diagnosing dynamic process data using neural networks Engineering Applications of Artificial Intelligence 5 1 1992 11 21
64. K.P. Valavanis, D. Gracanin, M. Matijasevic, R. Kolluru, and G.A. Demetriou Control architectures for autonomous underwater vehicles IEEE Control Systems 17 6 1997 48 64
65. V. Venkatasubramanian, R. Vaidyanathan, and Y. Yamamoto Process fault detection and diagnosis using neural networks - I. Steady-state processes Computers in Chemical Engineering 14 7 1990 699 712
66. V. Venkatasubramanian Towards integrated process supervision: current status and future directions IFAC Computer Software Structures Integrating AI/KBS Systems in Process Control, Lund, Sweden 1994 1 13
67. F.Y. Wang, and G.N. Saridis A coordination theory for intelligent machines Automatica 26 5 1990 833 844
68. F.Y. Wang, J.K. Konstantinos, A. Tsolkas, and G.N. Saridis A Petri-net coordination model for an intelligent mobile robot IEEE Transactions on Systems, Man and Cybernetics 21 4 1991 777 789
69. H. Wang, and D. Linkens Intelligent supervisory control. A qualitative bond graph reasoning approach 1996 World Scientific Singapore
70. J. Wang Timed Petri nets theory and application 1998 Kluwer Boston
71. K. Watanabe, I. Matsuura, M. Abe, M. Kubota, and D.M. Himmelblau Incipient fault diagnosis of chemical processes via artificial neural networks AIChE Journal 35 11 1989 1803 1812
72. M.C. Zhou, and K. Venkatesh Modeling, simulation and control of flexible manufacturing systems. A Petri net approach 1999 World Scientific Singapore