KINDAI UNIVERSITY


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KATAOKA Takayuki

Profile

FacultyDepartment of Informatics / Research Institute of Fundamental Technology for Next Generation / Graduate School of System Enginnering
PositionProfessor
Degree
Commentator Guidehttps://www.kindai.ac.jp/meikan/451-kataoka-takayuki.html
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Last Updated :2020/04/03

Education and Career

Education

  •   1990 04  - 1994 03 , Hiroshima University
  •   1998 04  - 1999 03 , Hiroshima University
  •   2000 04  - 2004 03 , Hiroshima University

Academic & Professional Experience

  •   2019 10 ,  - 現在, Faculty of Engineering, Department of Informatics, Kindai University
  •   2019 04 ,  - 現在, Research Institute of Fundamental Technology for Next Generation, Kindai University
  •   2019 04 ,  - 現在, Faculty of Engineering, Kindai University
  •   2010 04 ,  - 2019 03 , Faculty of Engineering, Kindai University
  •   2011 04 ,  - 2013 03 , Hiroshima Shudo University
  •   2005 04 ,  - 2010 03 , Faculty of Engineering, Kindai University

Research Activities

Research Areas

  • Humanities & social sciences, Educational technology
  • Informatics, Web and service informatics
  • Informatics, Intelligent informatics
  • Social infrastructure (civil Engineering, architecture, disaster prevention), Safety engineering
  • Social infrastructure (civil Engineering, architecture, disaster prevention), Social systems engineering

Published Papers

  • A multi-period operator assignment model in reconfigurable manufacturing cells, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, Proc. Of the 19th Asia Pacific Industrial Engineering & Management Systems Conference, Proc. Of the 19th Asia Pacific Industrial Engineering & Management Systems Conference, 1 - 6, Dec. 2018 , Refereed
  • An Integrated mixed integer programming model without phases to minimize the number of operators in labour-intensive manufacturing cells, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, Proceedings of the 13th International Conference on Industrial Management, Proceedings of the 13th International Conference on Industrial Management, 65 - 71, Sep. 2018 , Refereed
  • A comprehensive analysis of an operator assignment model on reconfigurable manufacturing cells, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, Proc. of the 18th Asia Pacific Industrial Engineering & Management Systems Conference 2017, Proc. of the 18th Asia Pacific Industrial Engineering & Management Systems Conference 2017, A1_1 - A1_6, Dec. 2017 , Refereed
  • A Multi-Period Worker Assignment Model Considering Work Elements, Skills, Learning and Forgetting, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, Proceedings of the 24th International Conference on Production Research, Proceedings of the 24th International Conference on Production Research, (in USB), 6pages, Aug. 2017 , Refereed
  • A Multi-Objective Optimization Model to Minimize Temporary Workers Considering the Difficulty of Tasks and the Variety of Cycle Time, Asia-Pacific Journal of Industrial Management, Asia-Pacific Journal of Industrial Management, 7(1), 20 - 29, May 2017 , Refereed
    Summary:The problem of design and balancing of assembly lines has been widely documented in the literature. Generally, many previous papers assume that resources are homogeneous. In other words, the tasks do not depend on the stations, i.e., any task can be carried out at any station. Focusing on heterogeneous resources, some previous papers involve solving two assignment problems. For instance, resources must be assigned to stations, while tasks are assigned simultaneously to those same stations. This case is often referred to as the assembly line design problem.
    On the other hand, in the real world, some previous papers also introduce the lines where some tasks cannot be performed at all the stations and where performance times depend on the worker performing the task. They seem to occur on the motorcycle assembly line and on the assembly line of a factory producing plotters and printers. Some of them are modelled as a binary linear program (BLP).
    However, to solve the industrial problem, the models are processed to reduce the dimension of the problem, and therefore they have some shortcomings. Especially, the task time for temporary workers is expressed as the product of the task time for a permanent worker and a coefficient deterministically. Therefore, it cannot consider the difficulty of tasks even though the skill levels of temporary workers exist in the real world.
    In this paper, a multi-objective optimization model to minimize temporary workers and total task time considering the difficulty of tasks is proposed by redefining a new flexible coefficient. Using numerical experiments, we show better cases where the proposed model leads to less total number of temporary workers and/or total task time than the previous model.
  • An operator assignment model in reconfigurable labour-intensive manufacturing cells, Proc. Of the 17th Asia Pacific Industrial Engineering & Management Systems Conference, Proc. Of the 17th Asia Pacific Industrial Engineering & Management Systems Conference, 62 - 69, Dec. 2016 , Refereed
  • A multi-objective optimization model to minimize temporary workers considering the difficulty of tasks, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, Proceedings of the 13th International Conference on Industrial Management, Proceedings of the 13th International Conference on Industrial Management, 366 - 373, Sep. 2016 , Refereed
  • A mixed integer programming model to minimize the number of operators in labour-intensive manufacturing cells, 233 - 243, Feb. 2016 , Refereed
    Summary:The advantage of cellular manufacturing (CM) has been widely documented in the literature. Generally, the literature has two streams of concepts. One deals with machine-intensive cells and the other with labour-intensive cells. In the field of labour-intensive cells, a hierarchical approach based on two phases has been adopted in many previous papers even though it has some shortcomings. For instance, as the configurations of operators are limited to maximize production rates in phase 1, the total number of operators cannot be decreased for production capacities in phase 2 even if there is a decrease in production rates caused by slack cells. However, it is difficult to solve the problem by integrating the two phases because it is non-linear. Furthermore, it is indispensable for an integrated model in the field of labour-intensive cells to define distinguished operators by simultaneously considering not only products, operations and cells, but also operators. In this paper, a new integrated mixed integer programming model without phases is proposed and compared with the 2-phase model. Firstly, the integrated model based on two phases is redefined by two new decision variables. One is to consider products, operations, cells, and operators simultaneously and the other is to use the takt time instead of the production rate. Secondly, the proposed model is solved by linearizing the nonlinear equation that multiplies continuous and binary variables. Using numerical experiments, we show cases where the proposed model leads to fewer operators than the 2-phase model.
  • A comprehensive analysis to achieve sustainable production planning in uncertain environments, Takayuki Kataoka, Katsumi Morikawa, Katsuhiko Takahashi, International Journal of Japan Association for Management Systems, International Journal of Japan Association for Management Systems, 7(1), 25 - 30, Dec. 2015 , Refereed
    Summary:This paper aims to show a comprehensive analysis to achieve sustainable production planning in uncertain environments. Recently, some suppliers are often requested to collaborate with rival companies by makers to help Small and Medium Enterprises(SMEs) to establish Business Continuity Plan(BCP) after the Great East Japan Earthquake. To achieve the aim, it is necessary to research sustainable production planning methods with keeping as current situation as possible even if uncertain works are added by emergent collaboration in a time of disaster. Firstly, the results of literature research and hearing survey are indicated. Next, a sustainable production planning model to solve large scale problems is proposed. Lastly, a comprehensive analysis to achieve sustainable production planning in uncertain environments is shown. As a result, they should be able to appeal the stability to makers by recovering earlier than other companies.
  • A therapeutic exercise game system with a “tailor-made video-game image” that accommodates anyone irrespective of athletic ability(科研費:連携研究者), Kazumoto Tanaka, Takayuki Kataoka, Takayuki Fujino, Proc. of the 24th Information Technology & Teacher Education, Proc. of the 24th Information Technology & Teacher Education, 1203 - 1208, Mar. 2013 , Refereed
  • A Comprehensive Solution in Production Planning using Bayesian Estimation, Proc. Of the Asia Pacific Industrial Engineering & Management Systems Conference 2012, Proc. Of the Asia Pacific Industrial Engineering & Management Systems Conference 2012, 570 - 576, Dec. 2012 , Refereed
  • An Information Sharing Method for Skilled Management Operations Based on Bayesian Network Inference, Proceedings of The 4th International Conference on Knowledge Management and Information Sharing, Proceedings of The 4th International Conference on Knowledge Management and Information Sharing, 257 - 260, Oct. 2012 , Refereed
  • A Solution of Improvement in Production Planning Using Bayesian Estimation, Proceedings of the 11th International Conference on Industrial Management, Proceedings of the 11th International Conference on Industrial Management, 115 - 120, Aug. 2012 , Refereed
  • Improvement Method of Customer Acquisition for Taxi Company, Proceedings of the Eleventh International Conference on Industrial Management, Proceedings of the Eleventh International Conference on Industrial Management, 140 - 144, Aug. 2012 , Refereed
  • A Study of Improvement and Analysis Points for HRP using Bayesian Networks, Proceedings of The 7th International Congress on Logistics and SCM Systems, Proceedings of The 7th International Congress on Logistics and SCM Systems, 80, Jun. 2012 , Refereed
  • An Inference Method of Management Operations using Bayesian Networks, Proceedings of 21st International Conference on Production Research, Proceedings of 21st International Conference on Production Research, 230, Aug. 2011 , Refereed
  • The Effect of Self-Position and Posture Information on Reaction Time(ベイズ推定を担当), Kazumoto Tanaka, Makoto Hasegawa, Takayuki Kataoka, Katz, L, International Journal of Computer Science in Sport, International Journal of Computer Science in Sport, 9(3), 4 - 14, Dec. 2010 , Refereed
  • Shoeprint Mathching Using Amplitude-Only Logarithmic Radon Transform, The IEICE Transactions on Information and Systems, The IEICE Transactions on Information and Systems, J93-D(11), 2483 - 2494, Nov. 2010 , Refereed
  • The Inference of Human Resource Planning Operation using Bayesian Networks, Proceedings of the 10th International Conference on Industrial Management, Proceedings of the 10th International Conference on Industrial Management, 537 - 542, Sep. 2010 , Refereed
  • Interactive Model for Human Resource Planning In Operating a group of Different Cycle Time, Proc. of The 21st IASTED International Conference MODELLING AND SIMULATION, Proc. of The 21st IASTED International Conference MODELLING AND SIMULATION, 322 - 329, Jul. 2010 , Refereed
  • Graphical Interactive Support Tool for Human Resource Planning Using PERT Concepts, Proceedings of The 20th National Conference of Australian Society for Operations Research, Proceedings of The 20th National Conference of Australian Society for Operations Research, 55.1 - 55.12, Sep. 2009 , Refereed
  • Mass Customization Production Planning System for Multi-process, Proceedings of International Symposium on Scheduling 2009, Proceedings of International Symposium on Scheduling 2009, 185 - 190, Jul. 2009 , Refereed
  • Production Management System on the Technology Corresponding to Electromagnetic Compatibility for Electromagnetic Environment Preservation, Proceedings of the 10th China-Japan International Conference on Industrial Management, Proceedings of the 10th China-Japan International Conference on Industrial Management, 31 - 41, Sep. 2008 , Refereed
  • Coordination Model of Small Wholesalers Based on Activity-Based Costing and Analytical Hierarchy Process, Proceedings of the 10th China-Japan International Conference on Industrial Management, Proceedings of the 10th China-Japan International Conference on Industrial Management, 414 - 419, Sep. 2008 , Refereed
  • An Improved Ant Colony Optimization for Vehicle Routing Problem, Proceedings of 15th International Symposium on Inventories, Proceedings of 15th International Symposium on Inventories, 105, Aug. 2008 , Refereed
  • Decision Support using Demand Forcasting System in Private Restaurant, Proceedings of 15th International Symposium on Inventories, Proceedings of 15th International Symposium on Inventories, 160 - 161, Aug. 2008 , Refereed
  • Integrating Activity-Based Costing and Process Simulation in Human Planning Based on Workers' Skills, Proceedings of the 19th International Conference on Production Research, Proceedings of the 19th International Conference on Production Research, 12, Jul. 2007 , Refereed
  • Application of the fissiparous algorithm in the design of flexible mixed-product lines, Proceedings of 19th International Conference on Production Research, Proceedings of 19th International Conference on Production Research, Jul. 2007 , Refereed
  • Redesign Method for Adjusting Work Load in Mixed-Product Lines, Takayuki Kataoka, Saburo Tenda, Proceedings of the 7th Asia Pacific Industrial Engineering & Management Systems Conference, Proceedings of the 7th Asia Pacific Industrial Engineering & Management Systems Conference, 1526 - 1531, Dec. 2006 , Refereed
  • Proposal of decision support using demand forecasting system In private management restaurant and case study, Proceedings of the 8th China-Japan International Conference on Industrial Management, Proceedings of the 8th China-Japan International Conference on Industrial Management, 920 - 925, Sep. 2006 , Refereed
  • Strategic total coordination based on advantages of regional wholesale business in Japanese style distribution, Proceedings of 2002 Japan-USA Symposium on Flexible Automation, Proceedings of 2002 Japan-USA Symposium on Flexible Automation, 143 - 146, Jul. 2002 , Refereed
  • Decision support using activity-based costing for the coordination of smaller wholesale firms, Proceedings of the 9th International Conference on Human-Computer Interaction, Proceedings of the 9th International Conference on Human-Computer Interaction, 353 - 357, Aug. 2001 , Refereed
  • Integrating activity-based costing and process simulation in business reengineering, Proceedings of the 7th International Conference on Production Engineering, Design and Control, Proceedings of the 7th International Conference on Production Engineering, Design and Control, 283 - 294, Feb. 2001 , Refereed
  • Strategic decision support using activity-based costing and mathematical models in small distribution companies, Proceedings of the 5th China-Japan International Symposium on Industrial Management, Proceedings of the 5th China-Japan International Symposium on Industrial Management, 287 - 292, Oct. 2000 , Refereed
  • Implementation of an activity-based costing system in a Japanese style small distribution company and proposal of benchmark, Proceedings of the 4th International Symposium on Logistics: Logistics in the information age, Proceedings of the 4th International Symposium on Logistics: Logistics in the information age, 633 - 638, Jul. 1999 , Refereed
  • Coordination of multiple AGVs on fixed path by behavior hierarchy and local search, Takayuki Kataoka, Katsumi Morikawa, Nobuto Nakamura, Proceedings of the 3rd Pacific Conference on Manufacturing, Proceedings of the 3rd Pacific Conference on Manufacturing, 815 - 822, Dec. 1994 , Refereed

Books etc

  • Advances in Production Management Systems, Olhager, Jan, Persson, Fredrik, 分担執筆, IFIP Advances in Information and Communication Technology, Vol. 246, pp.273-280, Springer,   2007 09 , 9780387741567

Conference Activities & Talks

  • A therapeutic exercise game system for differently abled persons with a "tailor-made video-game image", K. Tanaka, T. Fujino, T. Kataoka, the 10th International Conference on Technology, knowledge and Society,   2014 02 , SITE

Misc

  • A Comprehensive Solution in Production Planning using Bayesian Estimation(再録), 4, 131, 137,   2013 06
  • ベイジアンネットワークを用いた管理作業スキル推定モデルの一提案(再録), 3, 101, 108,   2012 06
  • The Inference of Human Resource Planning Operation using Bayesian Networks(再録), 2, 125, 130,   2011 06

Awards & Honors

  •   2017 12 , The 18th Asia Pacific Industrial Engineering & Management Systems Conference 2017(APIEMS2017), Best Paper Award, A comprehensive analysis of an operator assignment model on reconfigurable manufacturing cells
  •   2016 09 , The 13th International Conference on Industrial Management(ICIM2016), Excellent Paper Award, A multi-objective optimization model to minimize temporary workers considering the difficult of tasks
  •   2000 09 , The 5th China-Japan International Symposium on Industrial Management, Presentation Award, Strategic decision support using activity-based costing and mathematical models in small distribution companies