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IIE Transactions Volume 24, 1992 - Issue 5
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Original Articles

AN OVERVIEW OF TAGUCHI METHOD AND NEWLY DEVELOPED STATISTICAL METHODS FOR ROBUST DESIGN

KWOK-LEUNG TSUI School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, 30332
Pages 44-57 | Published online: 30 May 2007

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Shenglong Jiang, Min Liu, Jinghua Hao & Wangping Qian. (2015) A bi-layer optimization approach for a hybrid flow shop scheduling problem involving controllable processing times in the steelmaking industry. Computers & Industrial Engineering 87, pages 518-531.
Crossref
Liang Zhang, Lei Sun, Su-juan Zhong, Jia Ma & Li Bao. (2015) Reliability of Pb-free solder joints in FCBGA using finite element simulation and Taguchi method. Reliability of Pb-free solder joints in FCBGA using finite element simulation and Taguchi method.
Sara KhoshnevisanWenping GongC. Hsein JuangSez Atamturktur. (2015) Efficient Robust Geotechnical Design of Drilled Shafts in Clay Using a Spreadsheet. Journal of Geotechnical and Geoenvironmental Engineering 141:2, pages 04014092.
Crossref
Wenping GongLei WangSara KhoshnevisanC. Hsein JuangHongwei HuangJie Zhang. (2015) Robust Geotechnical Design of Earth Slopes Using Fuzzy Sets. Journal of Geotechnical and Geoenvironmental Engineering 141:1.
Crossref
Kumar Abhishek, Saurav Datta & Siba Sankar Mahapatra. (2014) Optimization of thrust, torque, entry, and exist delamination factor during drilling of CFRP composites. The International Journal of Advanced Manufacturing Technology 76:1-4, pages 401-416.
Crossref
Shujuan Wang, Qiuyang Li & Jinbao Chen. (2014) A Robust Optimization Method Utilizing the Variance Decomposition Method for Electromagnetic Devices. Journal of Magnetics 19:4, pages 385-392.
Crossref
Wenping GongSara KhoshnevisanC. Hsein Juang. (2014) Gradient-based design robustness measure for robust geotechnical design. Canadian Geotechnical Journal 51:11, pages 1331-1342.
Crossref
Qiang Cheng, Chuanming Xiao, Guojun Zhang, Peihua Gu & Ligang Cai. (2013) An Analytical Robust Design Optimization Methodology Based on Axiomatic Design Principles. Quality and Reliability Engineering International 30:7, pages 1059-1073.
Crossref
Han‐Xiong Li & XinJiang Lu. 2014. System Design and Control Integration for Advanced Manufacturing. System Design and Control Integration for Advanced Manufacturing 233 243 .
João Fernandes, Elsa Henriques, Arlindo Silva & Michael A. Moss. (2014) A method for imprecision management in complex product development. Research in Engineering Design 25:4, pages 309-324.
Crossref
Terrence E. Murphy, Kwok‐Leung Tsui & Mary McShane‐Vaughn. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Terrence E. Murphy & Kwok‐Leung Tsui. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Khalid Al-Widyan & Jorge Angeles. (2014) The Synthesis of Spherical Motion Generators in the Presence of an Incomplete Set of Attitudes. Journal of Mechanisms and Robotics 6:3.
Crossref
Mohamed Elshaikh, Mohd Nazri Bin Mohd Warip, Ong Bi Lynn, R. Badlishah Ahmad, Phaklen Ehkan, Fazrul Faiz Zakaria & Fairul Afzal Ahmad Fuad. (2014) Energy consumption optimization with Ichi Taguchi method for Wireless Sensor Networks. Energy consumption optimization with Ichi Taguchi method for Wireless Sensor Networks.
Mevlut Tascan. (2014) Optimization of Process Parameters of Wet-Spun Solid PVDF fibers for Maximizing the Tensile Strength and Applied Force at Break and Minimizing the Elongation at Break using the Taguchi Method. Journal of Engineered Fibers and Fabrics 9:1, pages 155892501400900.
Crossref
João Fernandes, Elsa Henriques & Arlindo Silva. 2014. Complex Systems Design & Management. Complex Systems Design & Management 113 124 .
C. Hsein JuangLei WangZhifeng LiuNadarajah RavichandranHongwei HuangJie Zhang. (2013) Robust Geotechnical Design of Drilled Shafts in Sand: New Design Perspective. Journal of Geotechnical and Geoenvironmental Engineering 139:12, pages 2007-2019.
Crossref
Le Tuan Ho & Sangmun Shin. (2013) Augmented Weighted Tchebycheff Modeling and Robust Design Optimization on a Drug Development Process. Journal of Korean Institute of Industrial Engineers 39:5, pages 403-411.
Crossref
Xianguang Gu, Guangyong Sun, Guangyao Li, Lichen Mao & Qing Li. (2013) A Comparative study on multiobjective reliable and robust optimization for crashworthiness design of vehicle structure. Structural and Multidisciplinary Optimization 48:3, pages 669-684.
Crossref
Gregory L. Boylan & Byung Rae Cho. (2013) Studies on the Effects of Estimator Selection in Robust Parameter Design under Asymmetric Conditions. Quality and Reliability Engineering International 29:4, pages 571-582.
Crossref
Seong Hoon Jeong, Pauline Kongsuwan, Nguyen Khoa Viet Truong & Sangmun Shin. (2013) Optimal Tolerance Design and Optimization for a Pharmaceutical Quality Characteristic. Mathematical Problems in Engineering 2013, pages 1-17.
Crossref
Ayan Sinha, Nilanjan Bera, Janet K. Allen, Jitesh H. Panchal & Farrokh Mistree. (2013) Uncertainty Management in the Design of Multiscale Systems. Journal of Mechanical Design 135:1.
Crossref
M. Nejlaoui, A. Houidi, Z. Affi & L. Romdhane. (2013) Multiobjective robust design optimization of rail vehicle moving in short radius curved tracks based on the safety and comfort criteria. Simulation Modelling Practice and Theory 30, pages 21-34.
Crossref
F. El Halabi, D. González, Agustí Chico-Roca & M. Doblaré. (2013) Multiparametric response surface construction by means of proper generalized decomposition: An extension of the PARAFAC procedure. Computer Methods in Applied Mechanics and Engineering 253, pages 543-557.
Crossref
Gregory L. Boylan & Byung Rae Cho. (2013) Comparative studies on the high-variability embedded robust parameter design from the perspective of estimators. Computers & Industrial Engineering 64:1, pages 442-452.
Crossref
Rafael H. Lopez & André T. Beck. 2013. Optimization of Structures and Components. Optimization of Structures and Components 117 141 .
L. Shawn Matott. (2012) Screening-Level Sensitivity Analysis for the Design of Pump-and-Treat Systems. Ground Water Monitoring & Remediation 32:2, pages 66-80.
Crossref
Jiten Patel & Seung-Kyum Choi. (2011) Classification approach for reliability-based topology optimization using probabilistic neural networks. Structural and Multidisciplinary Optimization 45:4, pages 529-543.
Crossref
Byung Rae Cho & Sangmun Shin. (2012) Quality Improvement and Robust Design Methods to a Pharmaceutical Research and Development. Mathematical Problems in Engineering 2012, pages 1-14.
Crossref
Ofer M. Shir. 2012. Handbook of Natural Computing. Handbook of Natural Computing 1035 1069 .
Isabella Bonacci & Oscar Tamburis. (2011) Towards logic models for the analysis and evaluation of the criticalities in chronic patients' care paths. International Journal of Pharmaceutical and Healthcare Marketing 5:4, pages 318-348.
Crossref
Han Yu, C. Y. Chung & K. P. Wong. (2011) Robust Transmission Network Expansion Planning Method With Taguchi's Orthogonal Array Testing. IEEE Transactions on Power Systems 26:3, pages 1573-1580.
Crossref
Xiaoling Zhang, Hong-Zhong Huang Zhonglai Wang, Yu Liu & Huan-Wei Xu. (2011) A New Method for Achieving Flexibility in Hierarchical Multilevel System Design. Concurrent Engineering 19:2, pages 187-196.
Crossref
Jie Yao, Huailong Su, Hong You, Long Ye, Yuehu Wang & Erping Li. (2011) A Primary Experiment of Perchlorate Reduction by Photocatalyst. A Primary Experiment of Perchlorate Reduction by Photocatalyst.
Sangmun Shin, Nguyen Khoa Viet Truong, Byung Rae Cho & Sung Hoon Hong. (2011) Development of a sequential robust–tolerance design model for a destructive quality characteristic. Computers & Industrial Engineering 60:4, pages 777-789.
Crossref
Sangmun Shin, Funda Samanlioglu, Byung Rae Cho & Margaret M. Wiecek. (2011) Computing trade-offs in robust design: Perspectives of the mean squared error. Computers & Industrial Engineering 60:2, pages 248-255.
Crossref
Olfa Trabelsi, Angel Ginel, Jose L. López-Villalobos, Miguel A González-Ballester, Amaya Pérez-del Palomar & Manuel Doblaré. 2012. Patient-Specific Modeling in Tomorrow's Medicine. Patient-Specific Modeling in Tomorrow's Medicine 281 334 .
Byung Rae Cho, Yongsun Choi & Sangmun Shin. (2009) RETRACTED ARTICLE: Development of censored data-based robust design for pharmaceutical quality by design. The International Journal of Advanced Manufacturing Technology 49:9-12, pages 839-851.
Crossref
Majdi Hazami, Sami Kooli, Meriem Lazâar, Abdelhamid Farhat & Ali Belghith. (2010) Energetic and exergetic performances of an economical and available integrated solar storage collector based on concrete matrix. Energy Conversion and Management 51:6, pages 1210-1218.
Crossref
David L. McDowell, Jitesh H. Panchal, Hae-Jin Choi, Carolyn Conner Seepersad, Janet K. Allen & Farrokh Mistree. 2010. Integrated Design of Multiscale, Multifunctional Materials and Products. Integrated Design of Multiscale, Multifunctional Materials and Products 113 145 .
Emma O’Brien, Darren Harris & Mark Southern. 2009. Information Technology and Product Development. Information Technology and Product Development 49 64 .
P K Singh, P K Jain & S C Jain. (2009) Important issues in tolerance design of mechanical assemblies. Part 2: Tolerance synthesis. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 223:10, pages 1249-1287.
Crossref
Martin Arvidsson & Ida Gremyr. 2009. Robust Design Methodology for Reliability. Robust Design Methodology for Reliability 29 43 .
A.‐B. Shaibu, Byung Rae Cho & Jami Kovach. (2008) Development of a censored robust design model for time‐oriented quality characteristics. Quality and Reliability Engineering International 25:2, pages 181-197.
Crossref
Amitava Mitra. 2008. Fundamentals of Quality Control and Improvement. Fundamentals of Quality Control and Improvement 559 663 .
Jami Kovach & Byung Rae Cho. (2007) Constrained robust design experiments and optimization with the consideration of uncontrollable factors. The International Journal of Advanced Manufacturing Technology 38:1-2, pages 7-18.
Crossref
Seokhwan Lee & Choongsik Bae. (2008) Design of a heat exchanger to reduce the exhaust temperature in a spark-ignition engine. International Journal of Thermal Sciences 47:4, pages 468-478.
Crossref
Jami Kovach, Byung Rae Cho & Jiju Antony. (2006) Development of an experiment-based robust design paradigm for multiple quality characteristics using physical programming. The International Journal of Advanced Manufacturing Technology 35:11-12, pages 1100-1112.
Crossref
Martin Arvidsson & Ida Gremyr. (2007) Principles of robust design methodology. Quality and Reliability Engineering International 24:1, pages 23-35.
Crossref
Terrence E. Murphy, Kwok‐Leung Tsui & Mary McShane‐Vaughn. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
Terrence E. Murphy & Kwok‐Leung Tsui. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
Henri Pierreval & Séverine Durieux-Paris. (2007) Robust simulation with a base environmental scenario. European Journal of Operational Research 182:2, pages 783-793.
Crossref
Yung-Shin Tseng, Hwai-Hui Fu, Tzu-Chen Hung & Bau-Shei Pei. (2007) An optimal parametric design to improve chip cooling. Applied Thermal Engineering 27:11-12, pages 1823-1831.
Crossref
Bing Li, Hui Tang, Xiaoping Yang & Hao Wang. (2006) Quality design of fixture planning for sheet metal assembly. The International Journal of Advanced Manufacturing Technology 32:7-8, pages 690-697.
Crossref
Kwei-tin Yeh, Hsien-yun Lin & Wen-an Loong. (2007) Simulation of Applications of High-Transmittance Embedded Layer in Transmittance Control Mask and Optimization of Attenuated Phase-Shifting Mask by Design of Experiment. Japanese Journal of Applied Physics 46:1R, pages 105.
Crossref
Janet K. Allen, Carolyn Seepersad, HaeJin Choi & Farrokh Mistree. (2006) Robust Design for Multiscale and Multidisciplinary Applications. Journal of Mechanical Design 128:4, pages 832-843.
Crossref
Seong Beom Lee & Chanseok Park. (2006) Development of robust design optimization using incomplete data. Computers & Industrial Engineering 50:3, pages 345-356.
Crossref
Raid Al-Aomar & Ala’a Al-Okaily. (2006) A GA-based parameter design for single machine turning process with high-volume production. Computers & Industrial Engineering 50:3, pages 317-337.
Crossref
Raid Al-Aomar. (2006) Incorporating robustness into Genetic Algorithm search of stochastic simulation outputs. Simulation Modelling Practice and Theory 14:3, pages 201-223.
Crossref
Yung-Shin Tseng, Hwai-Hui Fu, Tzu-Chen Hung & Bau-Shei Pei. (2006) An Optimal Parametric Design to Improve Chip Cooling. An Optimal Parametric Design to Improve Chip Cooling.
Kwok-Leung Tsui, Victoria Chen, Wei Jiang & Y. Aslandogan. 2006. Springer Handbook of Engineering Statistics. Springer Handbook of Engineering Statistics 651 669 .
C. Zang, M.I. Friswell & J.E. Mottershead. (2005) A review of robust optimal design and its application in dynamics. Computers & Structures 83:4-5, pages 315-326.
Crossref
Ioannis Doltsinis & Zhan Kang. (2004) Robust design of structures using optimization methods. Computer Methods in Applied Mechanics and Engineering 193:23-26, pages 2221-2237.
Crossref
Andrew Olewnik, Trevor Brauen, Scott Ferguson & Kemper Lewis. (2004) A Framework for Flexible Systems and Its Implementation in Multiattribute Decision Making. Journal of Mechanical Design 126:3, pages 412-419.
Crossref
S.-M. Lu, Y.-C.M. Li & J.-C. Tang. (2003) Optimum design of natural-circulation solar-water-heater by the Taguchi method. Energy 28:7, pages 741-750.
Crossref
Bing Li, B. W. Shiu & K. J. Lau. (2003) Robust Fixture Configuration Design for Sheet Metal Assembly With Laser Welding. Journal of Manufacturing Science and Engineering 125:1, pages 120-127.
Crossref
Bruce E. Ankenman & Angela M. Dean. 2003. Statistics in Industry. Statistics in Industry 263 317 .
Victoria C.P. Chen, Kwok-Leung Tsui, Russell R. Barton & Janet K. Allen. 2003. Statistics in Industry. Statistics in Industry 231 261 .
Yaochu Jin & Bernhard Sendhoff. 2003. Evolutionary Multi-Criterion Optimization. Evolutionary Multi-Criterion Optimization 237 251 .
. (2002) Robust Optimal Design Method Using Two-Point Diagonal Quadratic Approximation and Statistical Constraints. Transactions of the Korean Society of Mechanical Engineers A 26:12, pages 2483-2491.
Crossref
Ingunn Berget & Tormod Næs. (2002) Sorting of raw materials with focus on multiple end‐product properties. Journal of Chemometrics 16:6, pages 263-273.
Crossref
H. Pierreval & S. Durieux. (2002) A two-stage simulation optimization heuristic for robust design. A two-stage simulation optimization heuristic for robust design.
Chang-Xue (Jack) Feng & Andrew Kusiak. (2000) Robust Tolerance Synthesis With the Design of Experiments Approach. Journal of Manufacturing Science and Engineering 122:3, pages 520-528.
Crossref
Achille Messac & Glynn Sundararaj. (2000) A robust design approach using Physical Programming. A robust design approach using Physical Programming.
Jiju Antony & Mike KayeJiju Antony & Mike Kaye. 2000. Experimental Quality. Experimental Quality 83 101 .
W. Chen, M. M. Wiecek & J. Zhang. (1999) Quality Utility—A Compromise Programming Approach to Robust Design. Journal of Mechanical Design 121:2, pages 179-187.
Crossref
Wei Chen, J. K. Allen, Kwok-Leung Tsui & F. Mistree. (1996) A Procedure for Robust Design: Minimizing Variations Caused by Noise Factors and Control Factors. Journal of Mechanical Design 118:4, pages 478-485.
Crossref
Ashok Kumar, Jaideep Motwani & Luis Otero. (1996) An application of Taguchi’s robust experimental design technique to improve service performance. International Journal of Quality & Reliability Management 13:4, pages 85-98.
Crossref
Charles S. TapieroCharles S. Tapiero. 1996. The Management of Quality and its Control. The Management of Quality and its Control 239 321 .
Andrew Kusiak & Chang-Xue Feng. (1995) Deterministic tolerance synthesis: a comparative study. Computer-Aided Design 27:10, pages 759-768.
Crossref

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