Artikel
Univariate and multivariate control charts for monitoring dynamic-behavior processes: A case study
The majority of classic SPC methodologies assume a steady-state (i.e., static) process behavior (i.e., the process mean and variance are constant) without the influence of the dynamic behavior (i.e., an intended or unintended shift in the process mean or variance). Traditional SPC has been successfully used in steady-state manufacturing processes, but these approaches are not valid for use in dynamic behavior environments. The goal of this paper is to present the process monitoring and adjustment methodologies for addressing dynamic behavior problems so that system performance improvement may be attained. The methodologies will provide a scientific approach to acquire critical knowledge of the dynamic behavior as well as improved control and quality, leading to the enhancement of economic position. The two major developments in this paper are: (1) the characterization of the dynamic behavior of the manufacturing process with the appropriate monitoring procedures; and (2) the development of adaptive monitoring procedures for the processes [for example, using trend charts (e.g., linear model) and time series charts (e.g., ARIMA models)] with a comparison between univariate and multivariate control charts. To provide a realistic environment for the development of the dynamic behavior monitoring and adjustment procedures, the cold rolling process is adopted as a test bed.
- Sprache
-
Englisch
- Erschienen in
-
Journal: Journal of Industrial Engineering and Management (JIEM) ; ISSN: 2013-0953 ; Volume: 2 ; Year: 2009 ; Issue: 3 ; Pages: 464-498 ; Barcelona: OmniaScience
- Klassifikation
-
Management
- Thema
-
Statistical process control (SPC)
Dynamic behavior
EWMA control charts
MEWMA control chart
Autocorrelation
ARIMA models
Cold rolling
Linear trend models
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Haridy, Salah
Wu, Zhang
- Ereignis
-
Veröffentlichung
- (wer)
-
OmniaScience
- (wo)
-
Barcelona
- (wann)
-
2009
- DOI
-
doi:10.3926/jiem.2009.v2n3.p464-498
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Artikel
Beteiligte
- Haridy, Salah
- Wu, Zhang
- OmniaScience
Entstanden
- 2009
Ähnliche Objekte (12)
The link between HR practices, psychological contract fulfilment, and organisational performance in Greece: An economic crisis perspective
A qualitative multi-attribute model for the selection of the private hydropower plant investments in Turkey: By foundation of the search results clustering engine (Carrot2), hydropower plant clustering, DEXi and DEXiTree
Verifying dynamic Kano's model to support new product/service development
Efficiency of the supply chain collaborative technological innovation in China: An empirical study based on DEA analysis
Understanding the benefits of product-service system for involved parties in remanufacturing
Bibliometric study of the reverse salient concept
Product lifecycle management: Sustainability and knowledge management as keys in a complex system of product development
A qualitative study on industry 4.0 competitiveness in Turkey using Porter diamond model
The impact of commercial open source software on proprietary software producers and social welfare
Special issue: New trends in Process Simulation and Modeling
Factors discriminating inventory management performance: An exploratory study of Indian machine tool SMEs
Analyzing fit in CSR strategy research in state-owned entreprises: Indonesia context
The link between HR practices, psychological contract fulfilment, and organisational performance in Greece: An economic crisis perspective
A qualitative multi-attribute model for the selection of the private hydropower plant investments in Turkey: By foundation of the search results clustering engine (Carrot2), hydropower plant clustering, DEXi and DEXiTree
Verifying dynamic Kano's model to support new product/service development
Efficiency of the supply chain collaborative technological innovation in China: An empirical study based on DEA analysis
Understanding the benefits of product-service system for involved parties in remanufacturing
Bibliometric study of the reverse salient concept
Product lifecycle management: Sustainability and knowledge management as keys in a complex system of product development
A qualitative study on industry 4.0 competitiveness in Turkey using Porter diamond model
The impact of commercial open source software on proprietary software producers and social welfare
Special issue: New trends in Process Simulation and Modeling
Factors discriminating inventory management performance: An exploratory study of Indian machine tool SMEs
Analyzing fit in CSR strategy research in state-owned entreprises: Indonesia context
The link between HR practices, psychological contract fulfilment, and organisational performance in Greece: An economic crisis perspective
A qualitative multi-attribute model for the selection of the private hydropower plant investments in Turkey: By foundation of the search results clustering engine (Carrot2), hydropower plant clustering, DEXi and DEXiTree
Verifying dynamic Kano's model to support new product/service development
Efficiency of the supply chain collaborative technological innovation in China: An empirical study based on DEA analysis
Understanding the benefits of product-service system for involved parties in remanufacturing
Bibliometric study of the reverse salient concept
Product lifecycle management: Sustainability and knowledge management as keys in a complex system of product development
A qualitative study on industry 4.0 competitiveness in Turkey using Porter diamond model
The impact of commercial open source software on proprietary software producers and social welfare
Special issue: New trends in Process Simulation and Modeling
Factors discriminating inventory management performance: An exploratory study of Indian machine tool SMEs