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ニューラルネットワークによる砥石作業面状態の識別: 砥石作業面性状のインプロセス評価に関する研究
http://hdl.handle.net/2297/39092
http://hdl.handle.net/2297/3909297e42b62-f889-4e30-baf2-1b0115e374c8
名前 / ファイル | ライセンス | アクション |
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TE-PR-HOSOKAWA-A-258.pdf (568.9 kB)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2017-10-03 | |||||
タイトル | ||||||
タイトル | ニューラルネットワークによる砥石作業面状態の識別: 砥石作業面性状のインプロセス評価に関する研究 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Discrimination of Grinding Wheel Surface by Means of Neural Network Technique: Studies on In-process Evaluation of Grinding Wheel Surface | |||||
言語 | ||||||
言語 | jpn | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
細川, 晃
× 細川, 晃× 織田, 正人× 眞下, 和史× 佐久間, 邦郎× 山田, 啓司× 上田, 隆司 |
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書誌情報 |
精密工学会誌 = Journal of the Japan Society of Precision Engineering 巻 69, 号 2, p. 258-262, 発行日 2003-02-05 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 0912-0289 | |||||
NCID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AN1003250X | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.2493/jjspe.69.258 | |||||
出版者 | ||||||
出版者 | 精密工学会 = The Japan Society for Precision Engineering | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this study, a new technique of in-process evaluation of the wheel surface is proposed. Five specified wheel surfaces are prepared as the references via the appropriate dressing procedure, and grinding sounds generated by these wheels are discrimi-nated by analyzing the dynamic frequency spectrum with a neural network technique. In the case of conventional vitrified-bonded alumina wheel, grinding sound can be identified under the optimum network configuration in such that learning rate is 0.0029 and number of hidden layer is 420. This system can recognize instantaneously the difference of the wheel surface in a good degree of accuracy insofar as the dressing conditions are relatively widely changed. In addition, the network perceives the wheel wear because the grain tips are flattened as grinding proceeds and the grinding sound resembles to that of the wheel generated with lower dressing feed. | |||||
権利 | ||||||
権利情報 | Copyright © 2007 The Japan Society for Precision Engineering 精密工学会 | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
関連URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | http://www.jspe.or.jp/ | |||||
関連URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | https://www.jstage.jst.go.jp/browse/jjspe | |||||
関連URI | ||||||
識別子タイプ | URI | |||||
関連識別子 | http://ci.nii.ac.jp/naid/110001368428 |