Publication Cover
Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 26, 1994 - Issue 4
23
Views
114
CrossRef citations to date
0
Altmetric
Articles

How to Achieve a Robust Process Using Response Surface Methodology

Pages 248-260 | Published online: 21 Feb 2018

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (40)

Melis Zeybek. (2020) Interval robust design under contaminated and non normal data. Communications in Statistics - Theory and Methods 49:22, pages 5406-5418.
Read now
Melis Zeybek & Onur Köksoy. (2020) The effects of gamma noise on quality improvement. Communications in Statistics - Simulation and Computation 49:7, pages 1783-1797.
Read now
Jin H. Oh, Sung H. Park & Soon S. Kwon. (2018) Graphical evaluation of robust parameter designs based on extended scaled prediction variance and extended spherical average prediction variance. Communications in Statistics - Theory and Methods 47:14, pages 3523-3531.
Read now
Mohammed Evuti Abdullahi, Mohd Ariffin Abu Hassan, Zainura Zainon Noor & R.K. Raja Ibrahim. (2016) Integrated air stripping and non-thermal plasma system for the treatment of volatile organic compounds from wastewater: statistical optimization. Desalination and Water Treatment 57:34, pages 16066-16077.
Read now
S. C. Mondal, J. Maiti, P. K. Ray & M. Shafiee. (2016) Modelling process robustness: a case study of centrifugal casting. Production Planning & Control 27:3, pages 169-182.
Read now
S.C. Mondal, P.K. Ray & J. Maiti. (2014) Modelling robustness for manufacturing processes: a critical review. International Journal of Production Research 52:2, pages 521-538.
Read now
P. Angelopoulos, K. Drosou & C. Koukouvinos. (2013) An orthogonal arrays approach to robust parameter designs methodology. Journal of Applied Statistics 40:2, pages 429-437.
Read now
E.V. Gijo & Johny Scaria. (2012) Product design by application of Taguchi's robust engineering using computer simulation. International Journal of Computer Integrated Manufacturing 25:9, pages 761-773.
Read now
Eduardo Santiago. (2012) Design of robust parameter experiments in a continuous space using an evolutionary optimization algorithm. Journal of Statistical Computation and Simulation 82:6, pages 825-847.
Read now
DanielW. Apley & Jeongbae Kim. (2011) A cautious approach to robust design with model parameter uncertainty. IIE Transactions 43:7, pages 471-482.
Read now
P. Angelopoulos & C. Koukouvinos. (2008) Some robust parameter designs from orthogonal arrays. Journal of Applied Statistics 35:12, pages 1399-1408.
Read now
Daniel D. Frey & Xiang Li. (2008) Using Hierarchical Probability Models to Evaluate Robust Parameter Design Methods. Journal of Quality Technology 40:1, pages 59-77.
Read now
Lourdes Pozueta, Xavier Tort-Martorell & Lluis Marco. (2007) Identifying Dispersion Effects in Robust Design Experiments—Issues and Improvements. Journal of Applied Statistics 34:6, pages 683-699.
Read now
Enrique Del Castillo, María Jesús Alvarez, Laura Ilzarbe & Elizabeth Viles. (2007) A New Design Criterion for Robust Parameter Experiments. Journal of Quality Technology 39:3, pages 279-295.
Read now
Peter J. Chung, Heidi B. Goldfarb & Douglas C. Montgomery. (2007) Optimal Designs for Mixture-Process Experiments with Control and Noise Variables. Journal of Quality Technology 39:3, pages 179-190.
Read now
J. Kunert, C. Auer, M. Erdbrügge & R. Ewers. (2007) An Experiment to Compare Taguchi's Product Array and the Combined Array. Journal of Quality Technology 39:1, pages 17-34.
Read now
William R. Myers, William A. Brenneman & Raymond H. Myers. (2005) A Dual-Response Approach to Robust Parameter Design for a Generalized Linear Model. Journal of Quality Technology 37:2, pages 130-138.
Read now
Heidi B. Goldfarb, Connie M. Borror, Douglas C. Montgomery & Christine M. Anderson-Cook. (2005) Using Genetic Algorithms to Generate Mixture-Process Experimental Designs Involving Control and Noise Variables. Journal of Quality Technology 37:1, pages 60-74.
Read now
H. Evangelaras & C. Koukouvinos. (2004) Combined Arrays with Minimum Number of Runs and Maximum Estimation Efficiency. Communications in Statistics - Theory and Methods 33:7, pages 1621-1628.
Read now
Guillermo Miró Quesada & Enrique Del Castillo. (2004) A Dual-Response Approach to the Multivariate Robust Parameter Design Problem. Technometrics 46:2, pages 176-187.
Read now
Guillermo Miró-Quesada, Enrique Del Castillo & John J. Peterson. (2004) A Bayesian Approach for Multiple Response Surface Optimization in the Presence of Noise Variables. Journal of Applied Statistics 31:3, pages 251-270.
Read now
Guillermo Miró-Quesada & Enrique Del Castillo. (2004) Two Approaches for Improving the Dual Response Method in Robust Parameter Design. Journal of Quality Technology 36:2, pages 154-168.
Read now
Raymond H. Myers, Douglas C. Montgomery, G. Geoffrey Vining, Connie M. Borror & Scott M. Kowalski. (2004) Response Surface Methodology: A Retrospective and Literature Survey. Journal of Quality Technology 36:1, pages 53-77.
Read now
Heidi B. Goldfarb, Connie M. Borror & Douglas C. Mongomery. (2003) Mixture-Process Variable Experiments with Noise Variables. Journal of Quality Technology 35:4, pages 393-405.
Read now
William A. Brenneman & William R. Myers. (2003) Robust Parameter Design with Categorical Noise Variables. Journal of Quality Technology 35:4, pages 335-341.
Read now
Onur Köksoy & Necip Doganaksoy. (2003) Joint Optimization of Mean and Standard Deviation Using Response Surface Methods. Journal of Quality Technology 35:3, pages 239-252.
Read now
Andrew M. Kuhn. (2003) Optimizing Response Surface Experiments with Noise Factors Using Confidence Regions. Quality Engineering 15:3, pages 419-426.
Read now
Connie M. Borror, Douglas C. Montgomery & Raymond H. Myers. (2002) Evaluation of Statistical Designs for Experiments Involving Noise Variables. Journal of Quality Technology 34:1, pages 54-70.
Read now
Jose LuisDuarte Ribeiro, FlavioS. Fogliatto & CarlaS. ten Caten. (2001) MINIMIZING MANUFACTURING AND QUALITY COSTS IN MULTIRESPONSE OPTIMIZATION. Quality Engineering 13:4, pages 559-569.
Read now
DouglasC. Montgomery. (2001) Opportunities and challenges for industrial statisticians. Journal of Applied Statistics 28:3-4, pages 427-439.
Read now
Jose Luis Duarte Ribeiro, FlavioS. Fogliatto & CarlaS. ten Caten. (2000) MINIMIZING MANUFACTURING AND QUALITY COSTS IN MULTIRESPONSE OPTIMIZATION. Quality Engineering 13:2, pages 191-201.
Read now
Søren Bisgaard. (2000) The Design and Analysis of 2 × 2 Split Plot Experiments. Journal of Quality Technology 32:1, pages 39-56.
Read now
M.L. Aggrawal & Renu Kaul. (1999) Combined array approach for optimal designs. Communications in Statistics - Theory and Methods 28:11, pages 2655-2670.
Read now
Raymond H. Myers. (1999) Response Surface Methodology—Current Status and Future Directions. Journal of Quality Technology 31:1, pages 30-44.
Read now
R. I. Whitfield. (1998) A Robust Design Methodology Suitable for Application to One-off Products. Journal of Engineering Design 9:4, pages 373-387.
Read now
Raymond H. Myers, Yoon Kim & Kristi L. Griffiths. (1997) Response Surface Methods and the Use of Noise Variables. Journal of Quality Technology 29:4, pages 429-440.
Read now
Allan E. Ames, Neil Mattucci, Stephen Macdonald, Geza Szonyi & Douglas M. Hawkins. (1997) Quality Loss Functions for Optimization across Multiple Response Surfaces. Journal of Quality Technology 29:3, pages 339-346.
Read now
JohnJ. Borkowski & JamesM. Lucas. (1997) Designs of Mixed Resolution for Process Robustness Studies. Technometrics 39:1, pages 63-70.
Read now
JamesM. Lucas. (1996) Comments on Computer Experiments. Technometrics 38:2, pages 197-199.
Read now
G. Geoffrey Vining & Diane Schaub. (1996) Experimental Designs for Estimating Both Mean and Variance Functions. Journal of Quality Technology 28:2, pages 135-147.
Read now

Articles from other publishers (74)

Qiulin Yu, Vikram G. Kamble, Dieter P. Gruber, Peter F. Fuchs, Karl Fendt & Thomas Krivec. (2024) Literature Review: Global Criticality Assessment Based on Feature Surrogates at the PCBA Levels. Literature Review: Global Criticality Assessment Based on Feature Surrogates at the PCBA Levels.
Lazaros Mavromatidis. (2022) Constructal Evaluation of Polynomial Meta-Models for Dynamic Thermal Absorptivity Forecasting for Mixed-Mode nZEB Heritage Building Applications. Energies 16:1, pages 429.
Crossref
Ferhan Elmalı, Mustafa Agâh Tekindal, Cihan Altın, Can Ateş & Varlık Erol. (2021) Optimization of change in epicardial fat thickness for obese patients who lost weight via the bariatric surgery method using central composite and Box-Behnken experimental designs. PeerJ 9, pages e11831.
Crossref
Antonio Armillotta. (2020) Concurrent optimization of dimensions and tolerances on structures and mechanisms. The International Journal of Advanced Manufacturing Technology 111:11-12, pages 3141-3157.
Crossref
Reza Alizadeh, Janet K. Allen & Farrokh Mistree. (2020) Managing computational complexity using surrogate models: a critical review. Research in Engineering Design 31:3, pages 275-298.
Crossref
Melis Zeybek, Onur Köksoy & Timothy J. Robinson. (2019) A dual‐response surface modeling approach for gamma robust design. Quality and Reliability Engineering International 36:1, pages 315-327.
Crossref
Melis ZEYBEK. (2019) Confidence Interval based Quality Improvement for Non-normal Responses. Celal Bayar Üniversitesi Fen Bilimleri Dergisi 15:2, pages 199-204.
Crossref
Theodore T. AllenTheodore T. Allen. 2019. Introduction to Engineering Statistics and Lean Six Sigma. Introduction to Engineering Statistics and Lean Six Sigma 375 395 .
Zhipeng Li, Feng Liu, Bo Zhang, Yi Ding, Hong You & Chao Jin. (2018) Mineralization of quinoline in aqueous solution by microwave-assisted catalytic wet peroxide oxidation system: process optimization, products analysis and degradation route research. Water Science and Technology 78:6, pages 1324-1335.
Crossref
Tanmoy Chatterjee, Souvik Chakraborty & Rajib Chowdhury. (2018) Analytical moment based approximation for robust design optimization. Structural and Multidisciplinary Optimization 58:5, pages 2135-2162.
Crossref
Amir Moslemi & Mirmehdi Seyyed‐Esfahani. (2017) Robustness Indices in Multistage Problems. Quality and Reliability Engineering International 33:6, pages 1211-1224.
Crossref
S. C. Mondal. (2016) Process capability – a surrogate measure of process robustness: a case study. International Journal of Quality & Reliability Management 33:1, pages 90-106.
Crossref
Hao Zhu, Hui Tian, GuoBiao Cai & WeiMin Bao. (2015) Uncertainty analysis and probabilistic design optimization of hybrid rocket motors for manned lunar landing. Science China Technological Sciences 58:7, pages 1234-1241.
Crossref
Hao Zhu, Hui Tian, Guobiao Cai & Weimin Bao. (2015) Uncertainty analysis and design optimization of hybrid rocket motor powered vehicle for suborbital flight. Chinese Journal of Aeronautics 28:3, pages 676-686.
Crossref
Haralambos Evangelaras, Christos Koukouvinos & Markos V. Koutras. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Bruce E. Ankenman. 2014. Wiley StatsRef: Statistics Reference Online. Wiley StatsRef: Statistics Reference Online.
Nariman Fouladinejad, Mohamad Kasim Abdul Jalil & Jamaludin Mohd Taib. (2014) Reduction of computational cost in driving simulation subsystems using approximation techniques. Reduction of computational cost in driving simulation subsystems using approximation techniques.
Madu O. Iwe & Ann N. Agiriga. (2013) Production and evaluation of Ighu from selected cassava varieties using a motorized shredder—a response surface analysis . Food Science & Nutrition 1:6, pages 464-473.
Crossref
Bong-Jin Yum, Seong-Jun Kim, Sun-Keun Seo, Jai-Hyun Byun & Seung-Hoon Lee. (2013) The Taguchi Robust Design Method : Current Status and Future Directions. Journal of Korean Institute of Industrial Engineers 39:5, pages 325-341.
Crossref
Lazaros Elias Mavromatidis, Anna Bykalyuk & Hervé Lequay. (2013) Development of polynomial regression models for composite dynamic envelopes’ thermal performance forecasting. Applied Energy 104, pages 379-391.
Crossref
Lazaros Elias Mavromatidis, Anna Bykalyuk, Mohamed El Mankibi, Pierre Michel & Mat Santamouris. (2012) Numerical estimation of air gaps’ influence on the insulating performance of multilayer thermal insulation. Building and Environment 49, pages 227-237.
Crossref
Aili Cheng, John Peterson & Pallavi Chitturi. (2011) A Confidence Region for Zero-Gradient Solutions for Robust Parameter Design Experiments. International Journal of Quality, Statistics, and Reliability 2011, pages 1-11.
Crossref
Thomas P. Ryan. 2011. Statistical Methods for Quality Improvement. Statistical Methods for Quality Improvement 435 511 .
Mark Bodie. Power Thermal Management System Design for Enhanced Performance in an Aircraft Vehicle. Power Thermal Management System Design for Enhanced Performance in an Aircraft Vehicle.
Roelof L. J. Coetzer, J. Pirow Engelbrecht, J. Christo Crause & Dennis K. J. Lin. (2010) Statistical Robustness Study for Kinetic Models. Industrial & Engineering Chemistry Research 49:6, pages 2932-2942.
Crossref
U H Acharya, E V Gijo & J Antony. (2009) Quality engineering of a traction alternator by robust design. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 224:2, pages 297-304.
Crossref
Theodore T. Allen. 2010. Introduction to Engineering Statistics and Lean Sigma. Introduction to Engineering Statistics and Lean Sigma 351 371 .
Myrta Rodriguez, Douglas C. Montgomery & Connie M. Borror. (2009) Generating experimental designs involving control and noise variables using genetic algorithms. Quality and Reliability Engineering International 25:8, pages 1045-1065.
Crossref
Humberto Hijar‐Rivera & Victor Garcia‐Castellanos. (2009) Efficient computer‐generated alternatives to Taguchi's crossed arrays for robust parameter design. Journal of Quality in Maintenance Engineering 15:4, pages 371-382.
Crossref
Martin Arvidsson & Ida Gremyr. 2009. Robust Design Methodology for Reliability. Robust Design Methodology for Reliability 29 43 .
Humberto Hijar-Rivera, Jaime Sanchez-Leal & Adan Valles-Chavez. (2009) Improving a soldering process applying the dual response approach to a Taguchi's orthogonal array. Improving a soldering process applying the dual response approach to a Taguchi's orthogonal array.
Mostafa Ardakani, Rassoul Noorossana, Seyed Akhavan Niaki & Homayoun Lahijanian. (2009) Robust Parameter Design Using the Weighted Metric Method—The Case of ‘the Smaller the Better’. International Journal of Applied Mathematics and Computer Science 19:1, pages 59-68.
Crossref
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
Octavian Iordache. 2009. Evolvable Designs of Experiments. Evolvable Designs of Experiments 205 210 .
R. L. J. Coetzer, R. F. Rossouw & D. K. J. Lin. (2008) Dual Response Surface Optimization with Hard-to-Control Variables for Sustainable Gasifier Performance. Journal of the Royal Statistical Society Series C: Applied Statistics 57:5, pages 567-587.
Crossref
M. K. Ardakani & R. Noorossana. (2007) A new optimization criterion for robust parameter design — the case of target is best. The International Journal of Advanced Manufacturing Technology 38:9-10, pages 851-859.
Crossref
Martin Arvidsson & Ida Gremyr. (2007) Principles of robust design methodology. Quality and Reliability Engineering International 24:1, pages 23-35.
Crossref
Rajkumar Roy, Srichand Hinduja & Roberto Teti. (2008) Recent advances in engineering design optimisation: Challenges and future trends. CIRP Annals 57:2, pages 697-715.
Crossref
Bruce E. Ankenman. 2007. Encyclopedia of Statistics in Quality and Reliability. Encyclopedia of Statistics in Quality and Reliability.
R. Romero-Villafranca, L. Zúnica & R. Romero-Zúnica. (2007) -optimal experimental plans for robust parameter design. Journal of Statistical Planning and Inference 137:4, pages 1488-1495.
Crossref
H. Evangelaras, E. Kolaiti & C. Koukouvinos. (2006) Robust parameter design: Optimization of combined array approach with orthogonal arrays. Journal of Statistical Planning and Inference 136:10, pages 3698-3709.
Crossref
G. Li, S. Azarm, A. Farhang-Mehr & A. R. Diaz. (2006) Approximation of multiresponse deterministic engineering simulations: a dependent metamodeling approach. Structural and Multidisciplinary Optimization 31:4, pages 260-269.
Crossref
Timothy J. Robinson, William A. Brenneman & William R. Myers. (2006) Process Optimization via Robust Parameter Design when Categorical Noise Factors are Present. Quality and Reliability Engineering International 22:3, pages 307-320.
Crossref
R B Blackhall, J M Ritchie, L F Baxter & I Black. (2006) The Novel Combination of Taguchi Methods and Texture Profile Analysis Applied to the Optimization of Laboratory-Based Biscuit Manufacturing. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 220:2, pages 273-293.
Crossref
E. Kolaiti & C. Koukouvinos. (2006) On the use of three level orthogonal arrays in robust parameter design. Statistics & Probability Letters 76:3, pages 266-273.
Crossref
. 2006. Introduction to Engineering Statistics and Six Sigma. Introduction to Engineering Statistics and Six Sigma 321 341 .
Haralambos Evangelaras, Christos Koukouvinos & Markos V. Koutras. 2004. Encyclopedia of Statistical Sciences. Encyclopedia of Statistical Sciences 1 35 .
QIANMEI FENG & KAILASH C. KAPUR. (2011) TOLERANCE DESIGN THROUGH VARIANCE TRANSMISSION EQUATIONS. International Journal of Reliability, Quality and Safety Engineering 12:05, pages 413-438.
Crossref
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
Ali Farhang-Mehr, Genzi Li, Shapour Azarm & Alejandro Diaz. (2004) Meta-Modeling of Multi-Response Engineering Simulations. Meta-Modeling of Multi-Response Engineering Simulations.
Timothy J. Robinson, Connie M. Borror & Raymond H. Myers. (2003) Robust Parameter Design: A Review. Quality and Reliability Engineering International 20:1, pages 81-101.
Crossref
M.S Kulkarni & V Mariappan. (2003) Multiple response optimization for improved machined surface quality. Journal of Materials Processing Technology 141:2, pages 174-180.
Crossref
R.L.J. Coetzer & M.J. Keyser. (2003) Experimental design and statistical evaluation of a full-scale gasification project. Fuel Processing Technology 80:3, pages 263-278.
Crossref
M.N Dhavlikar, M.S Kulkarni & V Mariappan. (2003) Combined Taguchi and dual response method for optimization of a centerless grinding operation. Journal of Materials Processing Technology 132:1-3, pages 90-94.
Crossref
Bruce E. Ankenman & Angela M. Dean. 2003. Statistics in Industry. Statistics in Industry 263 317 .
José Carlos Pinto. (2009) On the costs of parameter uncertainties. Part 2: Impact of EVOP procedures on the optimization and design of experiments. The Canadian Journal of Chemical Engineering 79:3, pages 412-421.
Crossref
Theodore T. Allen, Waraporn Ittiwattana, Richard W. Richardson & Gary P. Maul. (2001) A method for robust process design based on direct minimization of expected loss applied to arc welding. Journal of Manufacturing Systems 20:5, pages 329-348.
Crossref
P. A. Barbetta, J. L. D. Ribeiro & R. W. Samohyl. (2000) Variance regression models in experiments with few replications. Quality and Reliability Engineering International 16:5, pages 397-404.
Crossref
Jeroen de Mast, Werner A. J. Schippers, Ronald J. M. M. Does & Edwin R. van den Heuvel. (2000) Steps and strategies in process improvement. Quality and Reliability Engineering International 16:4, pages 301-311.
Crossref
C. M. Borror & D. C. Montgomery. (2000) Mixed resolution designs as alternatives to Taguchi inner/outer array designs for robust design problems. Quality and Reliability Engineering International 16:2, pages 117-127.
Crossref
Douglas C. Montgomery, J. Bert Keats, Leonard A. Perry, James R. Thompson & William S. Messina. (2000) Using statistically designed experiments for process development and improvement: an application in electronics manufacturing. Robotics and Computer-Integrated Manufacturing 16:1, pages 55-63.
Crossref
Jiju Antony & Mike KayeJiju Antony & Mike Kaye. 2000. Experimental Quality. Experimental Quality 1 16 .
R.C.V. Boas. (1999) Robust engineering approaches to maximize results in business, cost, engineering, human, quality and system technologies. Robust engineering approaches to maximize results in business, cost, engineering, human, quality and system technologies.
Yue Fang & Bin Zhou. (1998) Block-crossed arrays with applications to robust design. Journal of Statistical Planning and Inference 74:1, pages 169-175.
Crossref
Tormod Næs, Ellen Mosleth Færgestad & John Cornell. (1998) A comparison of methods for analyzing data from a three component mixture experiment in the presence of variation created by two process variables. Chemometrics and Intelligent Laboratory Systems 41:2, pages 221-235.
Crossref
José Carlos Pinto. (1998) On the costs of parameter uncertainties. Effects of parameter uncertainties during optimization and design of experiments. Chemical Engineering Science 53:11, pages 2029-2040.
Crossref
Liang-Hsuan Chen. (1997) Designing robust products with multiple quality characteristics. Computers & Operations Research 24:10, pages 937-944.
Crossref
R.W. Taylor, J.P. Barren, R.J. Nick & J.N. Cawse. (1997) Nonlinear effects on yield and color for an intermediate in an industrial process. Polymer Testing 16:1, pages 75-89.
Crossref
B. M. Dabade & P. K. Ray. (1996) Quality engineering for continuous performance improvement in products and processes: A review and reflections. Quality and Reliability Engineering International 12:3, pages 173-189.
Crossref
D. Li, E. Y. Kuo & W. Loh. The Application of CAE Based Robustness Methodology to Vehicle High Mileage NVH Degradation. The Application of CAE Based Robustness Methodology to Vehicle High Mileage NVH Degradation.
Deborah J. Street. 1996. Design and Analysis of Experiments. Design and Analysis of Experiments 759 808 .
David M. Steinberg. 1996. Design and Analysis of Experiments. Design and Analysis of Experiments 199 240 .
Liang-Hsuan Chen & Yiau-Hweui Chen. (1996) A design procedure for a robust job shop manufacturing system under a constraint using computer simulation experiments. Computers & Industrial Engineering 30:1, pages 1-12.
Crossref
Yves L. Grize. (2005) A review of robust process design approaches. Journal of Chemometrics 9:4, pages 239-262.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.