[研究テーマ]
センシング技術を活用した生産加工プロセスの知能化に関する研究
[主な担当科目]
機械加工、数値計算法、工業数学・力学1・2
[取得学位]
博士(工学)
センシング技術を活用した生産加工プロセスの知能化に関する研究
[主な担当科目]
機械加工、数値計算法、工業数学・力学1・2
[取得学位]
博士(工学)
専門・研究分野
生産工学、機械知能工学
研究テーマ
センシング技術を活用した生産加工プロセスの知能化に関する研究
現在のモノづくりでは、生産に係わる大量のデータをネットワークに接続されたセンサで取得し、人工知能などで分析を行った結果を活用する高度な生産システムが要望されています。本研究室では、センサを用いて加工プロセスを監視・制御する高能率・高品質なモノづくり技術の研究に取り組んでいます。
現在のモノづくりでは、生産に係わる大量のデータをネットワークに接続されたセンサで取得し、人工知能などで分析を行った結果を活用する高度な生産システムが要望されています。本研究室では、センサを用いて加工プロセスを監視・制御する高能率・高品質なモノづくり技術の研究に取り組んでいます。
研究キーワード
加工、機械学習、工程監視、ROS、トライボロジー
SDGsとの関連
主な研究業績
<論文>
- セラミックグリーンシートの熱圧着における密度均一化技術:岩村亮二,京井正之,田中秀明,高橋一敏;日本塑性加工学会誌, Vol.39, No.449(1998), pp.608-612.
- セラミックグリーンシートの高アスペクト比穴抜きにおける変形挙動:岩村亮二,田中秀明,高崎光弘,高橋一敏;日本塑性加工学会誌, Vol.40.No.464(1999), pp.875-879.
- 複合材料の加工段差低減 第3報 研磨ヘッド一体型研磨装置の開発:関 高輝,田中秀明,千葉 拓,高橋俊雄,古澤賢司; 砥粒加工学会誌, Vol. 47, No.6(2003), pp.308-313.
- 複合材料の加工段差低減 第4報 固定砥粒定盤の長寿命化:田中秀明,関 高輝,千葉 拓,古澤賢司;砥粒加工学会誌, Vol.47, No.11(2003), pp.614-619.
- The behavior of pinned layers using a high-field transfer curve:S.Oh, K.Nishioka, H.Umezaki, H.Tanaka, T.Seki, S.Sasaki, T.Ohtsu, K.Kataoka and K.Furusawa; The IEEE TRANSACTIONS ON MAGNETICS, Vol. 41, No. 10, OCTOBER (2005),pp. 2950-2952.
- Robustness under Mechanical Stress of IrMnCr Heads:T.Ohtsu, K.Kataoka, K.Nishioka, M.Torigoe, H.Tanaka, S.Sasaki, D.Hsiao, D.Heim, Sam Luo and C.Fox;IEEE TRANSACTIONS ON MAGNETICS, Vol. 43, No. 6, JUNE (2007),pp. 2211-2213.
- Evaluation of GMR Head Durability against Nanoscale Scratches using High- Field Transfer Curves:H.Tanaka, H.Chiba, and Y.Maeda; Advanced Materials Research Vols. 76-78(2009),pp. 520-525.
- 強磁界トランスファーカーブによるGMR素子研磨特性の評価:田中秀明,千葉 拓,吉川武尚,前田幸男;砥粒加工学会誌,Vol.54,No.4(2010),pp.212-217.
- Mechanical Characterization of Lapping Plate Materials in Diamond Charging Process: H.Tanaka, H.Chiba, T.Yoshikawa, Y.Maeda:Advanced Materials Research, Vols. 126-128 (2010),pp.17-22.
- MLA光学フィルム用ロール金型の超精密切削加工;吉川武尚,京井正之,田中秀明,小野塚英明,前田幸男,田谷昌人,日本機械学会論文集(C 編),77 巻 777 号(2011-5), pp.2146-2152.
- Advanced Diamond Charging Process using Vibrating Charging Ring in Fixed Abrasive Lapping : H.Tanaka, H.Horita, T.Yoshikawa, K.Iwatsuka, Y.Maeda: Advanced Materials Research, Vol.325(2011), pp.502-507.
- Ultra Precision Cutting of Roll Die with Micro Lens Arrays for Plastic Film:T.Yoshikawa, H.Tanaka, H.Onozuka,Y.Maeda: Advanced Materials Research, Vol.325(2011), pp.563-569.
- Study on Fine Groove Milling of Microchannel Dies – Tool Bending in Milling of Micro-Grooves:Kenichi Iwatsuka, Yoshihito Isokawa, Yukio Maeda, Hideaki Tanaka, Takanori Yazawa, Shinya Suzuki:Advanced Materials Research,Vol. 565(2012),pp.523-528.
- Characterization of TMR head durability against Lapping based on magnetic performance:H.Tanaka and Y.Maeda:Key Engineering Materials, Vols. 523-524(2012), pp.961-966.
- 着磁前ネオジム磁石焼結体の磁気特性予測及び選別法の検討:田中秀明, 舘村誠, 今川尊雄, 相馬憲一, 戸高孝;日本AEM学会, Vol.23, No.2, June(2015), pp.362-367.
- Influence of Tool wear on Cutting Characteristics in Ultra-precision Cutting:T.Iida, Y.Maeda, D.Hirase, K.Kamiya, H.Tanaka, K.Kato, T.Yazawa, Key Engineering Materials, Vols.656-657 July (2015)pp.302-307.
- Study on Ultrasonic Cavitation-assisted Micro-endmill Milling:D. Goto, Y. Maeda, K.Iwatsuka, K.Kamiya, H. Tanaka, K.Kato, T.Yazawa, S.Suzuki;Key Engineering Materials, Vols.656-657 July(2015) pp.381-386.
- Tool Wear Characteristics in Near-Dry Cutting of Ni-based Superalloy:S.Yamada, Y.Maeda, T.Wakabayashi, K.Kamiya, H.Tanaka,K.Kato, T.Yazawa;Key Engineering Materials, Vols.656-657 July(2015)pp.404-409.
- Grinding Technology of Cylindrical Surface with Protrusion;K.Kato, Y.Maeda, H.Tanaka;Advanced Materials Research Vol.806(2015) pp. 54-59.
- Tool Wear Characteristics of Cylindrical Cutting of Nickel-based Super Alloy:S.Yamada, Y.Maeda, T.Motoyoshi, H.Tanaka, K.Kato, T.Yazawa;Advanced Materials Research Vol. 806 November(2015) pp.168-172.
- Influence of Endmill Tool Run-out to Machining Accuracy in Micro-groove Milling:D.Goto, Y.Maeda, K.Iwatsuka, T.Motoyoshi, H.Tanaka, K.Kato,T.Yazawa;Advanced Materials Research Vol. 806 November(2015)pp.173-177.
- Influence of Tool Shape on Cutting Characteristics in Ultra-precision Cutting of Al-Mg Alloys;T.Iida, Y.Maeda, D.Hirase, T.MotoyoshiH.Tanaka, K.Kato, T.Yazawa;Advanced Materials Research Vol.806 November(2015)pp.178-183.
- Influence of Tool Run-Out on Machining Accuracy with Multi-Tooth Endmill:D.Goto, Y Maeda, H.Tanaka, K.Kato, T.Yazawa;Int.J.of Automation Technology,Vol.10, No.5, 2016, pp.759-766.
- Tool Wear Characteristics of Cylindrical Cutting of Nickel-based Super Alloy; S.Yamada,Y.Maeda,T.Motoyoshi,H.Tanaka,K.Kato,T.Yazawa; Advanced Materials Research Vol. 1136 (2016) pp 168-172.
- Influence of Endmill Tool Run-out to Machining Accuracy in Micro-groove Milling; D .Goto,Y. Maeda,K.Iwatsuka,T.Motoyoshi,H.Tanaka,K.Kato,T.Yazawa; Advanced Materials Research Vol. 1136 (2016) pp 173-177.
- Influence of Tool Shape on Cutting Characteristics in Ultra-precision Cutting of Al-Mg Alloys; T.Iida,Y.Maeda,D.Hirase,T.Motoyoshi,H.Tanaka,K.Kato,T. Yazawa; Advanced Materials Research Vol. 1136 (2016) pp 178-183.
- Influence of Micro End Mill Tool Run-Out on Machining Accuracy; S. Nakai,Y. Maeda,D. Goto, Kato,H.Tanaka,T. Yazawa,T.Otsubo; Key Engineering Materials, Vol.749 (2017) pp.21-26.
- Influence of Scratch Marks on Undeformed Chip Thickness in Ultra-Precision Cutting of Al-Mg Alloys; K. Amaki,Y. Maeda,T. Iida,K. Kato,H. Tanaka,T. Yazawa,T. Otsubo; Key Engineering Materials, Vol.749 (2017) pp.27-32.
- Grinding burn monitoring by high-frequency domain analysis of acoustic emission signal; H.Tanaka, T.Sugiyama, T.Kouno; Int. J. of Abrasive Technology, Vol.10,No.4,2021,pp.269-282.
<国際会議論文>
<解説>
<学協会報告書>
- Kinetics of chemical vapor deposition of boron on molybdenum : H.Tanaka, N.Nakanishi, E.Kato, Proceeding of Inter national conference on chemical vapor deposition by the electrochemical society, Vol.10th(1987)155-164.
- Study on High Field Transfer Curves of GMR Heads with Damaged Pinned Layer by ESD:K.Kataoka, T.Ohtsu, K.Nishioka, N.oyama, H.Tanaka and Sam Luo; IEEE 29th EOS/ESD Symposium 2B.1(2007),pp.107-110.
- Advanced Verification Method using Ferromagnetic Resonance on TMR Head Durability against Lapping:H.Tanaka, T.Yoshikawa, K.Iwatsuka and Y.Maeda,The 6th International Conference on Leading Edge Manufacturing in 21st Century.
- Study on Micro-groove Milling of a Microchannel Die -Selection Guidelines for Cutting Conditions with Micro End Mills-:Kenichi IWATSUKA, Yukio MAEDA, Hideaki TANAKA,Takanori YAZAWA, and Shinya SUZUKI,The 6th International Conference on Leading Edge Manufacturing in 21st Century,
- Advanced finishing method using fixed abrasive lapping for magnetic head:H.Tanaka, T.Yoshikawa and Y.Maeda:The 10th International Conference on Progress of Machining Technology,pp.77-80.
- Influence of Work Material on Ultra Precision Cutting of Roll Die with Micro Lens Array for Plastic Film:T.Yoshikawa, H.Tanaka, H.Onozuka,Y.Maeda:Key Engineering Materials ,The 10th International Conference on Progress of Machining Technology,pp.27-30.
- GRINDING OF MICRO-GROOVES IN CEMENTED CARBIDE DIES,Yoshihito ISOKAWA,Yukio MAEDA,Kenichi IWATSUKA,Hideaki TANAKA,Takanori YAZAWA,Shinya SUZUKI, The 10th International Conference on Progress of Machining Technology,pp.61-64.
- Fine Groove Milling of Microchannel Dies,Kenichi Iwatsuka,Yukio Maeda,Yoshihito Isokawa,Kazuya Kato,Hideaki Tanaka and Takanori Yazawa, International Conference on Renewable Energy Research and Applications(ICRERA 2012)
- Tool Wear Characteristics in Near-Dry Cutting of Ni-based Superalloy:S.Yamada, Y.Maeda, T.Wakabayashi, K.Kamiya, H.Tanaka, K.Kato,and T.Yazawa,The 2014 International Conference on Machining, Materials and Mechanical Technologies.
- Influence of tool wear on cutting characteristics in ultra-precision cutting :T.Iida, Y.Maeda, D.Hirase, K.Kamiya, H.Tanaka, K.Kato and T.Yazawa,The 2014 International Conference on Machining, Materials and Mechanical Technologies.
- Study on Ultrasonic Cavitation-assisted Micro-endmill milling:D.Goto, Y.Maeda, K. Iwatsuka, K.Kamiya, H.Tanaka, K.Kato, T.Yazawa and S.Suzuki, The 2014 International Conference on Machining, Materials and Mechanical Technologies.
<解説>
- HDD用磁気ヘッド量産研磨技術の開発:砥粒加工学会誌,Vol.49,No.3(2004),pp.114-117.
<学協会報告書>
- CVD法によるMo基板上へのホウ素薄膜生成の速度論的研究:早稲田大学 鋳研報告,No.44(1998)71-76.
主な所属学会
日本機械学会、日本塑性加工学会、砥粒加工学会、日本トライボロジー学会
連絡先
E-mail:tanaka[at]mech.shonan-it.ac.jp([at]を@に置き換えてください)
趣味
スキー、旅行、潮干狩り