气缸套激光表面硬化指标的神经网络预测
Based on the data obtained from the perpendicular experiment of laser surface hardening on HT150 cylinder liner of a certain motor engine,and with BP neural network’s powerful function in numeric forecast,a neural network forecast model of laser surface hardening index about HT150 cylinder liner is...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2010-01-01
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| Series: | Jixie chuandong |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.025 |
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| _version_ | 1850154406276759552 |
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| author | 任菲 吴耀宇 吴晓铃 赵少甫 |
| author_facet | 任菲 吴耀宇 吴晓铃 赵少甫 |
| author_sort | 任菲 |
| collection | DOAJ |
| description | Based on the data obtained from the perpendicular experiment of laser surface hardening on HT150 cylinder liner of a certain motor engine,and with BP neural network’s powerful function in numeric forecast,a neural network forecast model of laser surface hardening index about HT150 cylinder liner is established.The convergence speed is accelerated and the prediction accuracy of the hardening index is improved by adjusting the number of hidden-layer neurons in the network. |
| format | Article |
| id | doaj-art-0b59c397bde44bd98206df198da34e2e |
| institution | OA Journals |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2010-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-0b59c397bde44bd98206df198da34e2e2025-08-20T02:25:20ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392010-01-0134788188660707气缸套激光表面硬化指标的神经网络预测任菲吴耀宇吴晓铃赵少甫Based on the data obtained from the perpendicular experiment of laser surface hardening on HT150 cylinder liner of a certain motor engine,and with BP neural network’s powerful function in numeric forecast,a neural network forecast model of laser surface hardening index about HT150 cylinder liner is established.The convergence speed is accelerated and the prediction accuracy of the hardening index is improved by adjusting the number of hidden-layer neurons in the network.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.025 |
| spellingShingle | 任菲 吴耀宇 吴晓铃 赵少甫 气缸套激光表面硬化指标的神经网络预测 Jixie chuandong |
| title | 气缸套激光表面硬化指标的神经网络预测 |
| title_full | 气缸套激光表面硬化指标的神经网络预测 |
| title_fullStr | 气缸套激光表面硬化指标的神经网络预测 |
| title_full_unstemmed | 气缸套激光表面硬化指标的神经网络预测 |
| title_short | 气缸套激光表面硬化指标的神经网络预测 |
| title_sort | 气缸套激光表面硬化指标的神经网络预测 |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2010.04.025 |
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