Genetic-Algorithm-Based Optimization of an Industrial Age-Hardening Operation for Packed Bundles of Aluminum Rods

作者: Satyam S. Sahay , Rajesh Mehta , Karthik Krishnan

DOI: 10.1080/10426910701323250

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摘要: Industrial thermal processing operations are highly energy intensive, and must be efficiently operated, especially under the current global crisis. However, optimization of such complex is a nontrivial task formally approached. In present work, an integrated model has been used in conjunction with genetic algorithm to optimize industrial age-hardening packed bundles aluminum alloy rods. The presence peak yield strength strong dependence time on temperature make this operation interesting for studies. Multiobjective problems have formulated solved minimization, productivity maximization, variability reduction during by elitist nondominated sorting algorithm. Pareto-front optimum furnace temperature, time, quality variation determined isothermal as well multisegment nonisothermal profiles. Subsequently, m...

参考文章(30)
Kalyanmoy Deb, Ram Bhushan Agrawal, Simulated Binary Crossover for Continuous Search Space. Complex Systems. ,vol. 9, ,(1995)
H.R. Shercliff, M.F. Ashby, A process model for age hardening of aluminium alloys—II. Applications of the model Acta Metallurgica Et Materialia. ,vol. 38, pp. 1803- 1812 ,(1990) , 10.1016/0956-7151(90)90292-O
Satyam S. Sahay, Karthik Krishnan, Analysis of the nonisothermal crystallization kinetics in three linear aromatic polyester systems Thermochimica Acta. ,vol. 430, pp. 23- 29 ,(2005) , 10.1016/J.TCA.2004.12.007
Niloy K. Nath, Kishalay Mitra, Mathematical modeling and optimization of two-layer sintering process for sinter quality and fuel efficiency using genetic algorithm Materials and Manufacturing Processes. ,vol. 20, pp. 335- 349 ,(2005) , 10.1081/AMP-200053418
S.S. Sahay, K. Mitra, Cost Model Based Optimisation Of Carburising Operation Surface Engineering. ,vol. 20, pp. 379- 384 ,(2004) , 10.1179/026708404X1143
Yogesh Jaluria, Thermal Processing of Materials: From Basic Research to Engineering Journal of Heat Transfer-transactions of The Asme. ,vol. 125, pp. 957- 979 ,(2003) , 10.1115/1.1621889