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Statistical Process Control of Stochastic Textured Surfaces

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서명/저자사항Statistical Process Control of Stochastic Textured Surfaces.
개인저자Bui, Anh Tuan.
단체저자명Northwestern University. Industrial Engineering and Management Sciences.
발행사항[S.l.]: Northwestern University., 2019.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2019.
형태사항116 p.
기본자료 저록Dissertations Abstracts International 81-05B.
Dissertation Abstract International
ISBN9781088352168
학위논문주기Thesis (Ph.D.)--Northwestern University, 2019.
일반주기 Source: Dissertations Abstracts International, Volume: 81-05, Section: B.
Advisor: Apley, Daniel W.
이용제한사항This item must not be sold to any third party vendors.
요약This dissertation develops a new framework and algorithms for statistical process control of stochastic textured surface data that have no distinct features other than stochastic characteristics that vary randomly (e.g., image data of textiles or material microstructures and surface metrology data of metal parts). All methods are general and nonparametric in that they require no prior knowledge of the types of abnormalities that might occur nor the extraction of specific predefined features. The methods are applicable to a wide range of materials and address unsolved problems regarding monitoring and diagnosing quality-related issues that can lead to early damage, reduced lifetime, or compromised aesthetics of the manufactured materials. Specifically, the first problem is detecting defects on the surfaces (e.g., microstructure porosities)
일반주제명Industrial engineering.
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