Design of experiments optimization application in physics: a case study of the damped driven pendulum experiment

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dc.authorid0000-0002-8915-000Xen_US
dc.contributor.authorAtalan, Abdulkadir
dc.contributor.authorŞahin, Hasan
dc.date.accessioned2022-08-05T06:04:26Z
dc.date.available2022-08-05T06:04:26Z
dc.date.issued2021en_US
dc.departmentBTÜ, Mühendislik ve Doğa Bilimleri Fakültesi, Endüstri Mühendisliği Bölümüen_US
dc.description.abstractThe design of experiment (DoE) approach developed for experiments requiring cost and time is applied in many disciplines. Unfortunately, the insufficient use of the DoE technique in physics led to the emergence of this study. This study aims to demonstrate the applicability of the DoE technique in the field of physics with a case study. The most widely used full factorial experimental design was used for the damped driven pendulum case study. Length (m), dumpling (Newton), and mass (kg) as independent and energy (joule) as dependent variables were defined in this study to apply the DoE approach. As a result of the statistical analyses in DoE, optimization models were created, and optimum values were obtained for the case study. The experiment performed was proved to be statistically significant and valid by calculating the R-square as 0.97. The value of the objective function is calculated as 4.058 (joule). The optimum values for length, dumping, and mass was calculated as 2.719 m, 2.485(Newton), and 2.895 kg, respectively. In conclusion, this study will contribute to the literature to guide the researchers who spend a lot of time in experimental labs and have problems with experiment costs.en_US
dc.identifier.doi10.14744/sigma.2021.00020en_US
dc.identifier.endpage330en_US
dc.identifier.issn1304-7205
dc.identifier.issn1304-7191
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ3
dc.identifier.startpage322en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12885/2007
dc.identifier.volume39en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.institutionauthorŞahin, Hasan
dc.language.isoenen_US
dc.publisherYıldız Teknik Üniversitesien_US
dc.relation.ispartofSIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISIen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectDesign of experimenten_US
dc.subjectPhysicsen_US
dc.subjectFull-factorial designen_US
dc.subjectOptimizationen_US
dc.titleDesign of experiments optimization application in physics: a case study of the damped driven pendulum experimenten_US
dc.typeArticleen_US

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