{"id":3961,"date":"2022-01-20T06:57:57","date_gmt":"2022-01-20T06:57:57","guid":{"rendered":"https:\/\/www.ee.iitb.ac.in\/web?post_type=course_lists&p=3961"},"modified":"2022-02-11T09:27:31","modified_gmt":"2022-02-11T09:27:31","slug":"ee-731-design-of-experiment-taguchi-method-for-experimental-research","status":"publish","type":"course_lists","link":"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/","title":{"rendered":"EE 731- Design of Experiment \/Taguchi Method for Experimental Research"},"content":{"rendered":"\n

SFundamentals of classical statistical methods: Normal Probability distribution, Statistical analysis of Means and Variance, Evolution of Taguchi Methods; Fundamentals of Taguchi Methods: Basic philosophy of Taguchi loss function and robust design, 8-steps in Taguchi Method, P-diagrams of Static and Dynamic problems, Definitions of signal, noise and control factors, Degrees of freedom, Linear graphs and orthogonal arrays and their designs, Definitions of Signal to Noise ratio, Evaluation of sensitivity to noise, Resolution of design, Analysis of Means, Means Plots and Analysis of Variance, Prediction of optimum conditions, Prediction of error variance; Design of Experiments for Robust Design: Identification of signal, noise and control variables, Identification and selection interactions, Control factors and their levels, Strategies for experimentation using Taguchi methods, beginner, intermediate and advanced strategies, Selection of design of orthogonal array, Modification of orthogonal arrays and linear graphs, Performing matrix experiments, Methods of analyzing experimental data, Interpretation of results; Application Examples: Application of design of experiments for circuit design for temperature insensitivity, robust design of sensors with reduced cross-sensitivities, designing robust processes: machining and cutting tool wear analysis, surface quality optimization, metallurgical structure optimization, packaging related to wire and die bonding optimization, Application of design of experiments for optimizing product performance and process yield.<\/p>\n","protected":false},"featured_media":0,"parent":0,"template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"default","ast-global-header-display":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":""},"acf":[],"yoast_head":"\nEE 731- Design of Experiment \/Taguchi Method for Experimental Research – EE IIT Bombay<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"EE 731- Design of Experiment \/Taguchi Method for Experimental Research – EE IIT Bombay\" \/>\n<meta property=\"og:description\" content=\"SFundamentals of classical statistical methods: Normal Probability distribution, Statistical analysis of Means and Variance, Evolution of Taguchi Methods; Fundamentals of Taguchi Methods: Basic philosophy of Taguchi loss function and robust design, 8-steps in Taguchi Method, P-diagrams of Static and Dynamic problems, Definitions of signal, noise and control factors, Degrees of freedom, Linear graphs and orthogonal … EE 731- Design of Experiment \/Taguchi Method for Experimental Research Read More »\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/\" \/>\n<meta property=\"og:site_name\" content=\"EE IIT Bombay\" \/>\n<meta property=\"article:modified_time\" content=\"2022-02-11T09:27:31+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/\",\"url\":\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/\",\"name\":\"EE 731- Design of Experiment \/Taguchi Method for Experimental Research – EE IIT Bombay\",\"isPartOf\":{\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#website\"},\"datePublished\":\"2022-01-20T06:57:57+00:00\",\"dateModified\":\"2022-02-11T09:27:31+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.ee.iitb.ac.in\/web\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"EE 731- Design of Experiment \/Taguchi Method for Experimental Research\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#website\",\"url\":\"https:\/\/www.ee.iitb.ac.in\/web\/\",\"name\":\"EE IIT Bombay\",\"description\":\"Department of Electrical Engineering, IIT Bombay\",\"publisher\":{\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.ee.iitb.ac.in\/web\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#organization\",\"name\":\"Department of ELectrical Engineering | IIT Bombay\",\"url\":\"https:\/\/www.ee.iitb.ac.in\/web\/\",\"sameAs\":[],\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.ee.iitb.ac.in\/webwp-content\/uploads\/2021\/11\/MicrosoftTeams-image-2.png\",\"contentUrl\":\"https:\/\/www.ee.iitb.ac.in\/webwp-content\/uploads\/2021\/11\/MicrosoftTeams-image-2.png\",\"width\":93,\"height\":41,\"caption\":\"Department of ELectrical Engineering | IIT Bombay\"},\"image\":{\"@id\":\"https:\/\/www.ee.iitb.ac.in\/web\/#\/schema\/logo\/image\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"EE 731- Design of Experiment \/Taguchi Method for Experimental Research – EE IIT Bombay","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.ee.iitb.ac.in\/web\/course_lists\/ee-731-design-of-experiment-taguchi-method-for-experimental-research\/","og_locale":"en_US","og_type":"article","og_title":"EE 731- Design of Experiment \/Taguchi Method for Experimental Research – EE IIT Bombay","og_description":"SFundamentals of classical statistical methods: Normal Probability distribution, Statistical analysis of Means and Variance, Evolution of Taguchi Methods; 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