Sensor network design of linear processes using genetic algorithms

Computers and Chemical Engineering

Volumn 22, Issue 3, 1998, Pages 385-390

  Sen, Sujoy ^a   Narasimhan, Shankar ^a   Deb, Kalyanmoy ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

Accuracy; Cost; Genetic algorithms; Graph theory; Observability; Reliability; Sensor network

Indexed keywords

CHEMICAL ENGINEERING; CHEMICAL PLANTS; COSTS; GENETIC ALGORITHMS; GRAPH THEORY; MASS TRANSFER; OPTIMIZATION; RELIABILITY; SENSORS;

SENSOR NETWORKS; STEAM METERING NETWORKS;

PROCESS ENGINEERING;

EID: 0031707355     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0098-1354(97)00242-1     Document Type: Article

References (11)

1. Ali, Y. and Narasimhan, S. (1993) Sensor network design for maximizing reliability. AIChE J. 39, 820
2. Bansal, P., Ali, Y. and Narasimhan, S., Sensor network design for linear processes. In Proceedings of IFAC Workshop on Integration of Process Design and Control. Maryland, USA (1994).
3. Cembrowicz, R. G., Water supply systems optimization for developing countries. In Pipeline Systems (Edited by B. Coulbeck and E. Evans). Kluwer Academic Publishers, Dordrecht, Netherlands (1992).
4. Deo, N., Graph Theory with Applications to Engineering and Computer Science. Prentice-Hall, NJ (1974).
5. Goldberg, D. E., Genetic algorithms in search, optimization, and machine learning. Addison-Wesley, Reading (1989).
6. Kretsovalis, A. and Man, R. S. H. (1987) Effect of redundancy on estimation accuracy in process data reconciliation. CES 42, 2115
7. Madron, F. and Veverka, V. (1992) Optimal selection of measuring points in complex plants by linear methods. AIChE J 38, 227
8. Maquin, D., Darouach, M., Fayolle, J. and Ragot, J., Localization of sensors in large scale industrial systems. In Applied Modelling and Simulation of Technological Systems (Edited by Borne and Tzafestas). Elsevier, Netherlands (1987).
9. Serth, R. W. and Heenan, W. A. (1986) Gross error detection and data reconciliation in steam-metering systems. AIChE J 32, 733
10. Srinivas, N. and Deb, K. (1995) Multi-objective function optimization using non-dominated sorting genetic algorithms. Evolutionary Computation 2(3), 221-248.
11. Vaclavek, V. and Loucka, M. (1976) Selection of measurements necessary to achieve multicomponent mass balances in chemical plants. Chem. Eng. Sci. 31, 1199