Modeling and Optimization of Caliber Rolling Process  

Oleh:

Hsiang, Su-Hai ; Lin, Sheng-Li

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Journal of Manufacturing Science and Engineering vol. 129 no. 1 (2007), page 77-83.
Topik: ROLLING MILLS; modeling; optimization; caliber rolling

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: JJ93.9 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

In practice of caliber rolling, it is highly desirable to obtain optimal processing parameters to achieve the best quality in a short time. A sophisticated and faster simulation model of caliber rolling is proposed, and then a global optimal searching method - simulated annealing algorithm (SA) - is applied to find the optimal processing parameters of caliber rolling. The simulation model of caliber rolling in this paper was established by the back - propagation neural network (BPNN) model, which replaces the complex numerical analytical model, proposed in an earlier paper. This replacement improved the speed of simulation significantly.

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