神經元網絡應用于圓坯連鑄結晶器傳熱計算

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神經元網絡應用于圓坯連鑄結晶器傳熱計算

王旭東, 姚曼, 尹合壁, 郭亮亮, 劉曉, 于艷

文章導航 > 工程科學學報 > 2008 > 30(2): 184-188

王旭東, 姚曼, 尹合壁, 郭亮亮, 劉曉, 于艷. 神經元網絡應用于圓坯連鑄結晶器傳熱計算[J]. 工程科學學報, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

引用本文:

王旭東, 姚曼, 尹合壁, 郭亮亮, 劉曉, 于艷. 神經元網絡應用于圓坯連鑄結晶器傳熱計算[J]. 工程科學學報, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

WANG Xudong, YAO Man, YIN Hebi, GUO Liangliang, LIU Xiao, YU Yan. Application of neural networks to heat transfer calculation in a round billet continuous casting mould[J]. Chinese Journal of Engineering, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

Citation:

WANG Xudong, YAO Man, YIN Hebi, GUO Liangliang, LIU Xiao, YU Yan. Application of neural networks to heat transfer calculation in a round billet continuous casting mould[J]. Chinese Journal of Engineering, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

王旭東, 姚曼, 尹合壁, 郭亮亮, 劉曉, 于艷. 神經元網絡應用于圓坯連鑄結晶器傳熱計算[J]. 工程科學學報, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

引用本文:

王旭東, 姚曼, 尹合壁, 郭亮亮, 劉曉, 于艷. 神經元網絡應用于圓坯連鑄結晶器傳熱計算[J]. 工程科學學報, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

WANG Xudong, YAO Man, YIN Hebi, GUO Liangliang, LIU Xiao, YU Yan. Application of neural networks to heat transfer calculation in a round billet continuous casting mould[J]. Chinese Journal of Engineering, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

Citation:

WANG Xudong, YAO Man, YIN Hebi, GUO Liangliang, LIU Xiao, YU Yan. Application of neural networks to heat transfer calculation in a round billet continuous casting mould[J]. Chinese Journal of Engineering, 2008, 30(2): 184-188. doi: 10.13374/j.issn1001-053x.2008.02.014

神經元網絡應用于圓坯連鑄結晶器傳熱計算

doi: 10.13374/j.issn1001-053x.2008.02.014

1. 大連理工大學材料科學與工程學院, 大連 116023;
2. 上海寶鋼研究院前沿技術研究所, 上海 201900

作者簡介:
王旭東(1979-),男,講師,碩士

中圖分類號: TF777
計量
- 文章訪問數: 137
- HTML全文瀏覽量: 24
- PDF下載量: 5
- 被引次數: 0
出版歷程
- 收稿日期: 2006-11-14
- 修回日期: 2007-01-15
- 網絡出版日期: 2021-08-06

Application of neural networks to heat transfer calculation in a round billet continuous casting mould

1. School of Materials Science and Engineering, Dalian University of Technology, Dalian 116023, China;
2. Advanced Technology Institute, Baosteel Technology Center, Shanghai 201900, China

摘要: 以圓坯連鑄結晶器溫度實測數據為基礎,研究應用神經元網絡求解結晶器傳熱反問題的可行性,并嘗試將神經元網絡與數值計算結合用于結晶器傳熱計算,探索針對實測數據的結晶器傳熱在線計算方法.結果表明,數值計算結果與實測溫度符合較好,可真實反映實際生產中圓坯結晶器傳熱的非均勻特性.
- 圓坯 /
- 結晶器 /
- 傳熱 /
- 神經元網絡 /
- 反問題
Abstract: Based on the measured data of mould temperature during continuous casting of round billets, the feasibility of using neural networks to solve the inverse problem of heat transfer of a continuous casting mould was discussed. The combination of neural networks with numerical simulation was proposed to calculate the heat transfer of the mould. The results show that the temperature and heat flux field calculated are in agreement with the experimental ones, which could correctly reveal the characteristics of non-uniform heat transfer around the mould circumference.
- round billet /
- mould /
- heat transfer /
- neural networks /
- inverse problem

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文章訪問數: 137
HTML全文瀏覽量: 24
PDF下載量: 5
被引次數: 0

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