{"title":"Experimental design using the Taguchi method for the development\nof conductive textiles used in flexible thermoelectric generators","authors":"R. Aileni, C. Stroe","doi":"10.35530/it.075.01.202360","DOIUrl":null,"url":null,"abstract":"This paper presents several aspects of the robust experimental design methodology using the Taguchi method to\ndevelop electrically conductive textiles. These conductive textiles will be used to make thermoelectric generators based\non the Seebeck effect. Since the experimental development involves the use of the magnetron sputtering method with\nmore than three variables, the Taguchi method was selected to observe how different parameters (5 independent\nvariables such as argon flow, power, pressure, deposition surface area and metal type used for solid targets) influence\nthe mean and variance of the process performance defined by the thickness of the metal film deposited (dependent\nvariable). In the experimental design framework, the analysis using the Taguchi method, followed by optimisation,\nhelped select the optimal experiments from the set of possible experiments. This methodology reduced the number of\nexperiments by 21–42% and minimised resource consumption (e.g., metal targets, argon, energy).","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":"105 5","pages":""},"PeriodicalIF":17.7000,"publicationDate":"2024-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.35530/it.075.01.202360","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents several aspects of the robust experimental design methodology using the Taguchi method to
develop electrically conductive textiles. These conductive textiles will be used to make thermoelectric generators based
on the Seebeck effect. Since the experimental development involves the use of the magnetron sputtering method with
more than three variables, the Taguchi method was selected to observe how different parameters (5 independent
variables such as argon flow, power, pressure, deposition surface area and metal type used for solid targets) influence
the mean and variance of the process performance defined by the thickness of the metal film deposited (dependent
variable). In the experimental design framework, the analysis using the Taguchi method, followed by optimisation,
helped select the optimal experiments from the set of possible experiments. This methodology reduced the number of
experiments by 21–42% and minimised resource consumption (e.g., metal targets, argon, energy).
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.