last modified：2024/06/15
Professor KITAYAMA Satoshi
Faculty, Affiliation
Advanced Manufacturing Technology Institute
College and School Educational Field
Division of Mechanical Science and Engineering, Graduate School of Natural Science and Technology
Division of Mechanical Science and Engineering, Graduate School of Natural Science and Technology
Course in Mechanical Creation Engineering, School of Mechanical Engineering, College of Science and Engineering
Laboratory
System Design Lab.
Academic Background
【Academic background(Doctoral/Master's Degree)】
Waseda University Doctor Science and Engineering 200204 Completed
【Academic background(Bachelor's Degree)】
Waseda University 199703
Career
Kanazawa University(2019/06/01-)
Kanazawa University(2015/09/01-)
Kanazawa University(2009/04/01-2015/08/31)
Kanazawa University(2005/10/01-2009/03/31)
Kanazawa University Faculty of Engineering(2002/04/01-2005/09/30)
Year & Month of Birth
Academic Society
Japan Society of Mechanical Engineers
Japan Society of Mechanical Engineers
Japan Society of Mechanical Engineers
The America Society of Mechanical Engineering
ISSMO
JAPAN SOCIETY FOR DESIGN ENGINEERING
JAPAN SOCIETY FOR DESIGN ENGINEERING
JAPAN SOCIETY FOR DESIGN ENGINEERING
Award
○日本設計工学会(2021/05/21)
○日本設計工学会(2021/05/21)
○日本設計工学会(2021/05/21)
○日本設計工学会(2021/05/21)
○日本設計工学会(2021/05/21)
○best presentation award(2006/06/28)
○JSME Encouraging Prize(2006/04/07)
○best presentation award(2005/12)
○best presentation award(2005/12)
○Young Engineer's Award(2004/11/02)
Specialities
Design engineering/Machine functional elements/Tribology、Materials/Mechanics of materials
Speciality Keywords
Engineering Optimization, Multi-objective Optimization, Modeling
Research Themes
Sequential Approximate Optimization Using RBF Network
Practically, optimal design is achieved through development of a response surface with response values from several sample points. This research project is designed to sequentially add sample points and perform sequential approximate optimization to improve response surface accuracy in stages, allowing for efficient optimal design.
Trade-off analysis using the interactive multiobjective design optimization
Books
- Satoshi Kitayama Design Optimization for Engineering: Theory and Practice using Computational Intelligence KYORITSU SHUPPAN CO., LTD. 2021/05/17
Papers
- Simultaneous optimization of variable injection velocity profile and process parameters in plastic injection molding for minimizing weldline and cycle time Hashimoto, S., Kitayama, S., Takano, M., Kubo, Y., Aiba, S. Journal of Advanced Mechanical Design, Systems, and Manufacturing 14 3 jamdsm.2020jamdsm0029 2020/03/31
- Practical approach of simultaneous optimization of variable blank holder force and variable slide velocity trajectory in sheet metal forming Kitayama, S., Yokoyama, M., Kawamoto, K., Noda, T., Miyasaka, T., Echigo, Y. International Journal of Advanced Manufacturing Technology 98 2693-2703 2018/10/25
- Alternating direction method of multipliers as a simple effective heuristic for mixed-integer nonlinear optimization Kanno, Y., Kitayama, S. Structural and Multidisciplinary Optimization 55 1291-1295 2018/09/25
- Numerical and experimental investigation on process parameters optimization in plastic injection molding for weldlines reduction and clamping force minimization Kitayama, S., Tamada, K., Takano, M., Aiba, S. International Journal of Advanced Manufacturing Technology 97 2087-2098 2018/07/25
- Multi-objective optimization of variable packing pressure profile and process parameters in plastic injection molding for minimizing warpage and cycle time Kitayama, S., Yokoyama, M., Takano, M., Aiba, S. International Journal of Advanced Manufacturing Technology 92 9-12 3991-3999 2017/10/25
- Multi-objective optimization of injection molding process parameters for short cycle time and warpage reduction using conformal cooling channel Kitayama, S., Miyakawa, H., Takano, M., Aiba, S. International Journal of Advanced Manufacturing Technology 88 5-8 1735-1744 2017/02/25
- Numerical and experimental investigation of process parameters optimization in plastic injection molding using multi-criteria decision making Kitayama, S., Yamazaki, Y., Takano, M., Aiba, S. Simulation Modelling Practice and Theory 85 95-105 2018/06/25
- Numerical optimization of process parameters in plastic injection molding for minimizing weldlines and clamping force using conformal cooling channel Kitayama, S., Tamada, K., Takano, M., Aiba, S. Journal of Manufacturing Processes 32 782-790 2018/04/25
- Optimization of blank shape and segmented variable blank holder force trajectories in deep drawing using sequential approximate optimization Kitayama, S., Koyama, H., Kawamoto, K., Miyasaka, T., Yamamichi, K., Noda, T. International Journal of Advanced Manufacturing Technology 91 5 1809-1821 2017/07/25
- Simultaneous optimization of blank shape and variable blank holder force of front side member manufacturing by deep drawing Kitayama, S., Yamada, S. International Journal of Advanced Manufacturing Technology 91 1 1381-1390 2017/07/25
- Numerical and experimental case study on simultaneous optimization of blank shape and variable blank holder force trajectory in deep drawing Kitayama, S., Koyama, H., Kawamoto, K., Noda, T., Yamamichi, K., Miyasaka, T. Structural and Multidisciplinary Optimization 55 1 347-359 2017/01/25
- Numerical optimization of blank shape considering flatness and variable blank holder force for cylindrical cup deep drawing Kitayama, S., Natsume, S., Yamazaki, K., Han, J., Uchida, H. International Journal of Advanced Manufacturing Technology 85 9-12 2389-2400 2016/08/25
- Torque control strategy incorporating charge torque and optimization for fuel consumption and emissions reduction in parallel hybrid electric vehicles Kitayama, S., Saikyo, M., Nishio, Y., Tsutsumi, K. Structural and Multidisciplinary Optimization 54 1 177-191 2016/07/25
- Study on optimal impact damper using collision of vibrators Iwata, Y., Komatsuzaki, T., Kitayama, S., Takasaki, T. Journal of Sound and Vibration 361 20 66-77 2016/01/25
- Numerical investigation and optimization of pulsating and variable blank holder force for identification of formability window for deep drawing of cylindrical cup Kitayama, S., Natsume, S., Yamazaki, K., Han, J., Uchida, H. International Journal of Advanced Manufacturing Technology 82 1-4 583-593 2016/01/25
- Determination of back-pressure profile for forward extrusion using sequential approximate optimization Okada, M., Kitayama, S., Kawamoto, K., Chikahisa, J., Yoneyama, T. Structural and Multidisciplinary Optimization 51 1 225-237 2015/01/25
- Torque control strategy and optimization for fuel consumption and emission reduction in parallel hybrid electric vehicles Kitayama, S., Saikyo, M., Nishio, Y., Tsutsumi, K. Structural and Multidisciplinary Optimization 52 3 595-611 2015/09/25
- Multi-objective optimization of blank shape for deep drawing with variable blank holder force via sequential approximate optimization Kitayama, S., Saikyo, M., Kawamoto, K., Yamamichi, K. Structural and Multidisciplinary Optimization 52 5 1001-1012 2015/11/25
- Warpage Reduction with Variable Pressure Profile in Plastic Injection Molding via Sequential Approximate Optimization Kitayama, S., Onuki, R., Yamazaki, K. International Journal of Advanced Manufacturing Technology 72 5-8 827-838 2014/05/25
- Multi-objective Optimization of Volume Shrinkage and Clamping Force for Plastic Injection Molding via Sequential Approximate Optimization Kitayama, S. Natsume, S. Simulation Modelling Practice and Theory 48 35-44 2014/11/25
- Development of Energy Management of Hybrid Electric Vehicle for Improving Fuel Consumption via Sequential Approximate Optimization Hagura, R., Kitayama, S. Journal of Robotics and Mechatronics 26 5 600-606 2014/10/25
- Sequential Approximate Robust Design Optimization Using Radial Basis Function network Kitayama, S. Yamazaki, K. International Journal of Mechanics and Materials in Design 10 3 313-328 2014/09/25
- Springback Reduction with Control of Punch Speed and Blank Holder Force via Sequential Approximate Optimization with Radial Basis Function network Kitayama, S. Yoshioka, H. International Journal of Mechanics and Materials in Design 10 2 109-119 2014/06/25
- Sequential Approximate Multi-objective Optimization using Radial Basis Function network Kitayama, S., Srirat, J., Arakawa, M., Yamazaki, K. Structural and Multidisciplinary Optimization 48 3 .501-515 2013/09/25
- Optimization of Variable Blank Holder Force Trajectory for Springback Reduction via Sequential Approximate Optimization with Radial Basis Function network Kitayama, S., Huang, S., Yamazaki, K. Structural and Multidisciplinary Optimization 47 2 289-300 2013/02/25
- Global Optimization by Generalized Random Tunneling Algorithm S. KITAYAMA, K. YAMAZAKI 72 714 208-215 2006/02/25
- Optimum Trajectory of the Variable Blank Holder Force in the Square Cup Deep Drawing Kitayama, S., Kita, K., Yamazaki, K. 77 773 166-178 2011/01/25
- Development of a Simple Closed-Loop Type Algorithm for Determination of Variable Blank Holder Force Trajectory and Its Applications to Square Cup Deep Drawing vol. 2010 Article ID 497350 2010/05/25
- Integrative Optimization by RBF network and Particle Swarm Optimization ELECTRONICS AND COMMUNICATIONS IN JAPAN PART I-COMMUNICATIONS 92 12 31-42 2009/12/25
- Adaptive Range Particle Swarm Optimization Kitayama, S., Yamazaki, K., Arakawa, M. 10 4 575-597 2009/12/25
- Differential Evolution as the Global Optimization Technique and its Application to Structural Optimization Kitayama, S., Arakawa, M., Yamazaki, K Applied Soft Computing 11 4 3792-3803 2011/06/25
- Proposal of Discrete Differential Evolution Kitayama, S., Arakawa, M., Yamazaki, K. 76 772 3828-3836 2010/12/25
- Sequential Approximate Multi-Objective Optimization Using RBF Network Kitayama, S., Arakawa, M., Yamazaki, K. 76 772 3476-3485 2010/12/25
- Differential Evolution as the Global Optimization Technique and its Computing Kitayama, S., Sakai, S., Arakawa, M., Yamazaki, K. 76 771 2819-2828 2010/11/25
- Topology Optimization of Planar and Plate Structures Using Conformal Mapping STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 29 2 125-133 2005/02/25
- A Method for Mixed Integer Programming Problems by Particle Swarm Optimization KITAYAMA, S., YASUDA, K. ELECTRICAL ENGINEERING IN JAPAN 157 2 40-49 2006/09/25
- Global Optimization by Generalized Random Tunneling Algorithm Kitayama Satoshi 73 729 1299-1306 2007/05/25
- Global Optimization by Generalized Random Tunneling Algorithm 70 695 970-977 2004/07/25
- Penalty Function Approach for the Mixed Discrete Non-Linear Problems by Particle Swarm Optimization KITAYAMA, S., ARAKAWA, M., YAMAZAKI, K. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION 32 3 191-202 2006/09/25
- Generalized Random Tunneling Algorithm for Continuous Design Variables JOURNAL OF MECHANICAL DESIGN 127 3 404-418 2005/05/25
- Adaptive Range Particle Swarm Optimizaton to Find Multiple Optima 75 751 710-718 2009/03/25
- Optimization of mold temperature profile and process parameters for weld line reduction and short cycle time in rapid heat cycle molding Kitayama, S., Ishizuki, R., Takano, M., Kubo, Y., Aiba, S. International Journal of Advanced Manufacturing Technology 103 1735-1744 2019/08/10
- Numerical optimization of variable blank holder force trajectory and blank shape for twist springback reduction using sequential approximate optimization Kitayama, S., Ishizuki, R., Yokoyama, M., Kawamoto, K., Natsume, S., Adachi, K., Noguchi, T., Ohtani, T. International Journal of Advanced Manufacturing Technology 103 63-75 2019/07/10
- Determination of back-pressure profile and slide motion of servo press in cold forging using sequential approximate optimization Kitayama, S., Higuchi, T., Takano, M., Kobayashi, A. Journal of Advanced Mechanical Design, Systems, and Manufacturing 14 4 DOI: 10.1299/jamdsm.2020jamdsm 2020/04/01
- Multi-objective optimization for minimizing weldline and cycle time using variable injection velocity and variable pressure profile in plastic injection molding Kitayama, S., Hashimoto, S., Takano, M., Yamazaki, Y., Kubo, Y., Aiba, S. International Journal of Advanced Manufacturing Technology 107 3351-3361 2020/04/21
- Process parameters optimization in rapid heating cycle molding Kitayama, S., Ishizuki, R., Takano, M., Kubo, Y., Aiba, S. 55 9 559-568 2020/09/01
- Bi-objective design optimization for weldline reduction and short cycle time using variable injection velocity and variable packing pressure in plastic injection molding Kitayama, S., Hashimoto, S., Takano, M., Yamazaki, Y., Kubo, Y., Aiba, S. 86 891 DOI:10.1299/transjsme.20-00161 2020/11/25
- Process parameters optimization for minimizing risk of crack and forging energy in cold forging Kadoya, S., Kitayama, S., Takano, M., Kobayashi, A. 87 894 DOI: 10.1299/transjsme.20-0037 2021/02/25
- Numerical optimization of blank shape and sloped variable blank holder force trajectory for an automotive part Kitayama, S., Shimizu, K., Kawamoto, K. Journal of Advanced Mechanical Design, Systems, and Manufacturing 15 3 10.1299/jamdsm.2021jamdsm0027 2021/04/01
- Bioinspired cane design and production using braiding technology Sakamoto, J., Chihara, T., Azuma, T., Kinari, T., Kitayama, S., Kimizu, M., Hasebe, H., Mori, D. Journal of Biomechanical Science and Engineering 16 1 10.1299/jbse.20-00402 2021/04/25
- Multi-objective optimization of process parameters in cold forging minimizing risk of crack and forging energy Kitayama, S., Kadoya, S., Takano, M., Kobayashi, A. Archives of Civil and Mechanical Engineering 21 Paer ID: 132 2021/08/20
- Numerical optimization of baffle configuration in header of heat exchanger using sequential approximate optimization Kitayama, S., Miya,oto, K., Izutsu, R., Tabuchi, S., Yamada, S. Simulation Modelling Practice and Theory 115 102429 2022/02/01
- Multi-objective process parameters optimization in rapid heat cycle molding incorporating variable packing pressure profile for improving weldline, clamping force, and cycle time Kitayama, S., Tsurita, S., Takano, M., Yamazaki, Y., Kubo, Y., Aiba, S. International Journal of Advanced Manufacturing Technology 120 3669-3681 2022/05/01
- Time series prediction using radial basis function network with transformation of training data and its applications Kitayama, S., Saito, K. Automatic Control and Computer Sciences 56 239-252 2022/06/01
- Process parameters optimization in plastic injection molding using metamodel-based optimization: a comprehensive review Kitayama, S. International Journal of Advanced Manufacturing Technology 121 7117-7145 2022/08/01
- Numerical optimization of multistage packing pressure profile in plastic injection molding and experimental validation Kitayama, S., Matsubayashi, A., Takano, M., Yamazaki, Y., Kubo, Y., Aiba, S. Polymers Advavnced Technologies 33 9 3002-3012 2022/09/01
- 可変保圧力プロファイルを用いた型温加熱冷却成形によるウェルドラインとサイクルタイムの多目的最適設計 釣田祥吾, 北山哲士, 高野昌宏, 山崎祐亮, 久保義和, 合葉修司 日本機械学会論文集 88 914 10.1299/transjsme.22-00048 2022/10/25
- Numerical investigation and process parameters optimization in three-dimensional multi-stage hot forging for minimizing flash and equivalent strain Kitayama S, Saito K, Wang T, Furuta S, Aono E, Amano M International Journal of Advanced Manufacturing Technology 126 5409-5420 2023/06/01
- Multi-objective process parameter optimization for minimizing weldline and cycle time using heater-assisted rapid heat cycle molding Kitayama S, Tsurita S, Takano M, Yamazaki Y, Kubo Y, Aiba S International Journal of Advanced Manufacturing Technology 128 5635-5646 2023/10/01
Conference Presentations
Others
Arts and Fieldwork
Patent
Theme to the desired joint research
Grant-in-Aid for Scientific Research
○「複雑水管経路設計法と金型温度制御による射出成形プロセスパラメータの多目的最適設計」(2017-2019)
○「可変分割ブランクホルダー力と初期ブランク形状の多目的最適設計」(2014-2016)
○「多目的逐次近似最適化を用いた可変ブランクホルダー力の最適軌道設計」(2011-2013)
○「RBFネットワーク近似と大域的最適化法による統合最適設計支援システムの構築と実証」(2007-2008)
○「人間工学的設計のための人体ＣＡＥモデル構築に関する基礎研究」(2007-)
○「分岐網形態を利用した電子基板冷却チャンネル設計法の構築」(2007-)
Competitive research funding,Contribution
Collaborative research,Consignment study
Classes (Bachelors)
○Lecture on Life in Campus and Society(2017)
○Strength of Materials I and Exercise(2017)
○Structural Analysis(2017)
○Industrial Design(2017)
○Industrial Design(2017)
○Industrial Design(2016)
○Structural Analysis(2016)
○Strength of Materials I and Exercise(2016)
Classes (Graduate Schools)
○Engineering Optimization(2019)
○Engineering Optimization(2019)
○Engineering Optimization(2017)
○Engineering Optimization(2017)
○Engineering Optimization(2017)
○Structural Analysis and Strength of Material A(2017)
○Introduction to Optimum Design(2017)
○Engineering Optimization(2017)
○Structural Analysis and Strength of Material B(2017)
○Engineering Optimization(2016)
○Structural Analysis and Strength of Material A(2016)
○Structural Analysis and Strength of Material B(2016)