메뉴 건너뛰기




Volumn 53, Issue 15, 2015, Pages 4594-4613

Engineering model-based Bayesian monitoring of ramp-up phase of multistage manufacturing process

Author keywords

Bayesian method; engineering model; multistage manufacturing process; parameter estimation; ramp up phase

Indexed keywords

BAYESIAN NETWORKS; PARAMETER ESTIMATION; PROCESS MONITORING; PROFESSIONAL ASPECTS;

EID: 84932196810     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207543.2015.1005247     Document Type: Article
Times cited : (48)

References (51)
  • 1
    • 84859915725 scopus 로고    scopus 로고
    • State space modeling of variation propagation in multistation machining processes considering machining-induced variations
    • Abellan-Nebot, J. V., J. Liu, F. R. Subirón, and J. Shi. 2012. "State Space Modeling of Variation Propagation in Multistation Machining Processes Considering Machining-Induced Variations." Journal of Manufacturing Science and Engineering 134 (2): 021002.
    • (2012) Journal of Manufacturing Science and Engineering , vol.134 , Issue.2 , pp. 021002
    • Abellan-Nebot, J.V.1    Liu, J.2    Subirón, F.R.3    Shi, J.4
  • 3
    • 70350694438 scopus 로고    scopus 로고
    • Monitoring and diagnosing multistage processes: A review of cause selecting control charts
    • Asadzadeh, S., A. Aghaie, and S. F. Yang. 2008. "Monitoring and Diagnosing Multistage Processes: A Review of Cause Selecting Control Charts." Journal of Industrial and Systems Engineering 2 (3): 215-236.
    • (2008) Journal of Industrial and Systems Engineering , vol.2 , Issue.3 , pp. 215-236
    • Asadzadeh, S.1    Aghaie, A.2    Yang, S.F.3
  • 4
    • 34648820433 scopus 로고    scopus 로고
    • A variational method of robust fixture configuration design for 3-D workpieces
    • Cai, W., S. J. Hu, and J. Yuan. 1997. "A Variational Method of Robust Fixture Configuration Design for 3-D Workpieces." Journal of Manufacturing Science and Engineering 119 (4): 593-602.
    • (1997) Journal of Manufacturing Science and Engineering , vol.119 , Issue.4 , pp. 593-602
    • Cai, W.1    Hu, S.J.2    Yuan, J.3
  • 5
    • 1042281179 scopus 로고    scopus 로고
    • Modeling variation propagation of multi-station assembly systems with compliant parts
    • Camelio, J., S. J. Hu, and D. Ceglarek. 2003. "Modeling Variation Propagation of Multi-Station Assembly Systems with Compliant Parts." Journal of Mechanical Design 125 (4): 673-681.
    • (2003) Journal of Mechanical Design , vol.125 , Issue.4 , pp. 673-681
    • Camelio, J.1    Hu, S.J.2    Ceglarek, D.3
  • 6
    • 28244466954 scopus 로고    scopus 로고
    • Investing in product development and production capabilities: The crucial linkage between time-to-market and ramp-up time
    • Carrillo, J. E., and R. M. Franza. 2006. "Investing in Product Development and Production Capabilities: The Crucial Linkage Between Time-to-market and Ramp-up Time." European Journal of Operational Research 171: 536-556.
    • (2006) European Journal of Operational Research , vol.171 , pp. 536-556
    • Carrillo, J.E.1    Franza, R.M.2
  • 8
    • 84869492326 scopus 로고    scopus 로고
    • Minimal euclidean distance chart based on support vector regression for monitoring mean shifts of auto-correlated processes
    • Du, S., and J. Lv. 2013. "Minimal Euclidean Distance Chart Based on Support Vector Regression for Monitoring Mean Shifts of Auto-correlated Processes." International Journal of Production Economics 141: 377-387.
    • (2013) International Journal of Production Economics , vol.141 , pp. 377-387
    • Du, S.1    Lv, J.2
  • 9
    • 37849017170 scopus 로고    scopus 로고
    • Product lifecycle-oriented quality and productivity improvement based on stream of variation methodology
    • Du, S., L. Xi, J. Ni, E. Pan, and C. R. Liu. 2008. "Product Lifecycle-oriented Quality and Productivity Improvement Based on Stream of Variation Methodology." Computers in Industry 59 (2-3): 180-192.
    • (2008) Computers in Industry , vol.59 , Issue.2-3 , pp. 180-192
    • Du, S.1    Xi, L.2    Ni, J.3    Pan, E.4    Liu, C.R.5
  • 10
    • 78650561410 scopus 로고    scopus 로고
    • Fault diagnosis in assembly processes based on engineering-driven rules and PSOSAEN algorithm
    • Du, S., J. Lv, and L. Xi. 2011. "Fault Diagnosis in Assembly Processes Based on Engineering-driven Rules and PSOSAEN Algorithm." Computers & Industrial Engineering 60: 77-88.
    • (2011) Computers & Industrial Engineering , vol.60 , pp. 77-88
    • Du, S.1    Lv, J.2    Xi, L.3
  • 11
    • 84868228150 scopus 로고    scopus 로고
    • On-line classifying process mean shifts in multivariate control charts based on multiclass support vector machines
    • Du, S., J. Lv, and L. Xi. 2012a. "On-Line Classifying Process Mean Shifts in Multivariate Control Charts Based on Multiclass Support Vector Machines." International Journal of Production Research 50: 6288-6310.
    • (2012) International Journal of Production Research , vol.50 , pp. 6288-6310
    • Du, S.1    Lv, J.2    Xi, L.3
  • 12
    • 84870864793 scopus 로고    scopus 로고
    • A robust approach for root causes identification in machining processes using hybrid learning algorithm and engineering knowledge
    • Du, S., J. Lv, and L. Xi. 2012b. "A Robust Approach for Root Causes Identification in Machining Processes Using Hybrid Learning Algorithm and Engineering Knowledge." Journal of Intelligent Manufacturing 23: 1833-1847.
    • (2012) Journal of Intelligent Manufacturing , vol.23 , pp. 1833-1847
    • Du, S.1    Lv, J.2    Xi, L.3
  • 13
    • 84886016841 scopus 로고    scopus 로고
    • Recognition of concurrent control chart patterns using wavelet transform decomposition and multiclass support vector machines
    • Du, S., D. Huang, and J. Lv. 2013. "Recognition of Concurrent Control Chart Patterns Using Wavelet Transform Decomposition and Multiclass Support Vector Machines." Computers & Industrial Engineering 66: 683-695.
    • (2013) Computers & Industrial Engineering , vol.66 , pp. 683-695
    • Du, S.1    Huang, D.2    Lv, J.3
  • 15
    • 0026107381 scopus 로고
    • Multivariate quality control based on regression-adjusted variables
    • Hawkins, D. M. 1991. "Multivariate Quality Control Based on Regression-adjusted Variables." Technometrics 33 (1): 61-75.
    • (1991) Technometrics , vol.33 , Issue.1 , pp. 61-75
    • Hawkins, D.M.1
  • 16
    • 0000618242 scopus 로고
    • Regression adjustment for variables in multivariate quality control
    • Hawkins, D. 1993. "Regression Adjustment for Variables in Multivariate Quality Control." Journal of Quality Technology 25 (3): 170-182.
    • (1993) Journal of Quality Technology , vol.25 , Issue.3 , pp. 170-182
    • Hawkins, D.1
  • 17
    • 19044365915 scopus 로고    scopus 로고
    • Multivariate multiple sampling charts
    • He, D., and A. Grigoryan. 2005. Multivariate Multiple Sampling Charts. IIE Transactions 37: 509-521.
    • (2005) IIE Transactions , vol.37 , pp. 509-521
    • He, D.1    Grigoryan, A.2
  • 19
    • 0035546603 scopus 로고    scopus 로고
    • Simulation and analysis of assembly processes considering compliant, non-ideal parts and tooling variations
    • Hu, M., Z. Lin, X. Lai, and J. Ni. 2001. "Simulation and Analysis of Assembly Processes Considering Compliant, Non-ideal Parts and Tooling Variations." International Journal of Machine Tools and Manufacture 41 (15): 2233-2243.
    • (2001) International Journal of Machine Tools and Manufacture , vol.41 , Issue.15 , pp. 2233-2243
    • Hu, M.1    Lin, Z.2    Lai, X.3    Ni, J.4
  • 20
    • 34548793919 scopus 로고    scopus 로고
    • Stream-of-variation modeling - part I: A generic three-dimensional variation model for rigid-body assembly in single station assembly processes
    • Huang, W., J. Lin, M. Bezdecny, Z. Kono, and D. Ceglarek. 2007a. "Stream-of-variation Modeling - Part I: A Generic Three-dimensional Variation Model for Rigid-body Assembly in Single Station Assembly Processes." Journal of Manufacturing Science and Engineering 129 (4): 821-831.
    • (2007) Journal of Manufacturing Science and Engineering , vol.129 , Issue.4 , pp. 821-831
    • Huang, W.1    Lin, J.2    Bezdecny, M.3    Kono, Z.4    Ceglarek, D.5
  • 21
    • 34548716850 scopus 로고    scopus 로고
    • Stream-of-variation (SOVA) modeling - part II: A generic 3D variation model for rigid body assembly in multistation assembly processes
    • Huang, W., J. Lin, Z. Kong, and D. Ceglarek. 2007b. "Stream-of-variation (SOVA) Modeling - Part II: A Generic 3D Variation Model for Rigid Body Assembly in Multistation Assembly Processes." Journal of Manufacturing Science and Engineering 129 (4): 832-842.
    • (2007) Journal of Manufacturing Science and Engineering , vol.129 , Issue.4 , pp. 832-842
    • Huang, W.1    Lin, J.2    Kong, Z.3    Ceglarek, D.4
  • 22
    • 4344703739 scopus 로고    scopus 로고
    • Numerical simulation and experimental verification in the use of tailorwelded blanks in the multi-stage stamping process
    • Jiang, H. M., S. H. Li, H. Wu, and X. P. Chen. 2004. "Numerical Simulation and Experimental Verification in the Use of Tailorwelded Blanks in the Multi-stage Stamping Process." Journal of Materials Processing Technology 151 (1-3): 316-320.
    • (2004) Journal of Materials Processing Technology , vol.151 , Issue.1-3 , pp. 316-320
    • Jiang, H.M.1    Li, S.H.2    Wu, H.3    Chen, X.P.4
  • 23
    • 0001443676 scopus 로고    scopus 로고
    • State space modeling of sheet metal assembly for dimensional control
    • Jin, J., and J. Shi. 1999. "State Space Modeling of Sheet Metal Assembly for Dimensional Control." Journal of Manufacturing Science and Engineering 121 (4): 756-762.
    • (1999) Journal of Manufacturing Science and Engineering , vol.121 , Issue.4 , pp. 756-762
    • Jin, J.1    Shi, J.2
  • 24
    • 70749130581 scopus 로고    scopus 로고
    • A chart allocation strategy for multistage processes
    • Jin, M., and F. Tsung. 2009. "A Chart Allocation Strategy for Multistage Processes." IIE Transactions 41: 790-803.
    • (2009) IIE Transactions , vol.41 , pp. 790-803
    • Jin, M.1    Tsung, F.2
  • 26
    • 34147095911 scopus 로고    scopus 로고
    • Kinematic analysis of dimensional variation propagation for multistage machining processes with general fixture layouts
    • Loose, J. P., S. Zhou, and D. Ceglarek. 2007. "Kinematic Analysis of Dimensional Variation Propagation for Multistage Machining Processes with General Fixture Layouts." IEEE Transactions on Automation Science and Engineering 4 (2): 141-152.
    • (2007) IEEE Transactions on Automation Science and Engineering , vol.4 , Issue.2 , pp. 141-152
    • Loose, J.P.1    Zhou, S.2    Ceglarek, D.3
  • 27
    • 77951101909 scopus 로고    scopus 로고
    • Integrating Gd&T into dimensional variation models for multistage machining processes
    • Loose, J. P., Q. Zhou, S. Zhou, and D. Ceglarek. 2009. "Integrating Gd&T into Dimensional Variation Models for Multistage Machining Processes." International Journal of Production Research 48 (11): 3129-3149.
    • (2009) International Journal of Production Research , vol.48 , Issue.11 , pp. 3129-3149
    • Loose, J.P.1    Zhou, Q.2    Zhou, S.3    Ceglarek, D.4
  • 28
    • 1442360520 scopus 로고
    • Precontrol vs. Control charting: A critical comparison
    • Mackertich, N. A. 1990. "Precontrol vs. Control Charting: A Critical Comparison." Quality Engineering 2 (3): 253-260.
    • (1990) Quality Engineering , vol.2 , Issue.3 , pp. 253-260
    • MacKertich, N.A.1
  • 30
    • 56349153543 scopus 로고    scopus 로고
    • Designing a multivariate-multistage quality control system using artificial neural networks
    • Niaki, S. T. A., and M. Davoodi. 2008. "Designing a Multivariate-Multistage Quality Control System Using Artificial Neural Networks." International Journal of Production Research 47 (1): 251-271.
    • (2008) International Journal of Production Research , vol.47 , Issue.1 , pp. 251-271
    • Niaki, S.T.A.1    Davoodi, M.2
  • 36
    • 79952626211 scopus 로고    scopus 로고
    • Allocation of quality control stations in multistage manufacturing systems
    • Shetwan, A. G., V. I. Vitanov, and B. Tjahjono. 2011. "Allocation of Quality Control Stations in Multistage Manufacturing Systems." Computers & Industrial Engineering 60 (4): 473-484.
    • (2011) Computers & Industrial Engineering , vol.60 , Issue.4 , pp. 473-484
    • Shetwan, A.G.1    Vitanov, V.I.2    Tjahjono, B.3
  • 38
    • 0037141481 scopus 로고    scopus 로고
    • Inspection resource assignment in a multistage manufacturing system with an inspection error model
    • Shiau, Y. R. 2002. "Inspection Resource Assignment in a Multistage Manufacturing System with an Inspection Error Model." International Journal of Production Research 40 (8): 1787-1806.
    • (2002) International Journal of Production Research , vol.40 , Issue.8 , pp. 1787-1806
    • Shiau, Y.R.1
  • 39
    • 38249011958 scopus 로고
    • A statistical analysis of positional errors of a multiaxis machine tool
    • Shin, Y. C., and Y. Wei. 1992. "A Statistical Analysis of Positional Errors of a Multiaxis Machine Tool." Precision Engineering 14 (3): 139-146.
    • (1992) Precision Engineering , vol.14 , Issue.3 , pp. 139-146
    • Shin, Y.C.1    Wei, Y.2
  • 40
    • 1942436723 scopus 로고    scopus 로고
    • Design of multiple cause-selecting charts for multistage processes with model uncertainty
    • Shu, L., F. Tsung, and K. C. Kapur. 2004. "Design of Multiple Cause-selecting Charts for Multistage Processes with Model Uncertainty." Quality Engineering 16 (3): 437-450.
    • (2004) Quality Engineering , vol.16 , Issue.3 , pp. 437-450
    • Shu, L.1    Tsung, F.2    Kapur, K.C.3
  • 41
    • 19044371550 scopus 로고    scopus 로고
    • Effects of estimation errors on cause-selecting charts
    • Shu, L., F. Tsung, and K. L. Tsui. 2005. "Effects of Estimation Errors on Cause-selecting Charts." IIE Transactions 37 (6): 559-567.
    • (2005) IIE Transactions , vol.37 , Issue.6 , pp. 559-567
    • Shu, L.1    Tsung, F.2    Tsui, K.L.3
  • 42
    • 70849119723 scopus 로고    scopus 로고
    • Quality control and improvement for multistage systems: A survey
    • Shi, J., and S. Zhou. 2009. "Quality Control and Improvement for Multistage Systems: A Survey." IIE Transactions 41 (9): 744-753.
    • (2009) IIE Transactions , vol.41 , Issue.9 , pp. 744-753
    • Shi, J.1    Zhou, S.2
  • 43
    • 0032658949 scopus 로고    scopus 로고
    • Variation modeling for a sheet stretch forming manufacturing system
    • Suri, R., K. Otto, and G. Boothroyd. 1999. "Variation Modeling for a Sheet Stretch Forming Manufacturing System." CIRP Annals-Manufacturing Technology 48 (1): 397-400.
    • (1999) CIRP Annals-Manufacturing Technology , vol.48 , Issue.1 , pp. 397-400
    • Suri, R.1    Otto, K.2    Boothroyd, G.3
  • 44
    • 0035615918 scopus 로고    scopus 로고
    • International product transfer and production ramp-up: A case study from the data storage industry
    • Terwiesch, C., R. E. Bohn, and K. S. Chea. 2001. "International Product Transfer and Production Ramp-up: A Case Study from the Data Storage Industry." R&D Management 31 (4): 435-451.
    • (2001) R&D Management , vol.31 , Issue.4 , pp. 435-451
    • Terwiesch, C.1    Bohn, R.E.2    Chea, K.S.3
  • 45
    • 48949116367 scopus 로고    scopus 로고
    • Statistical process control for multistage manufacturing and service operations: A review and some extensions
    • Tsung, F., Y. Li, and M. Jin. 2008. "Statistical Process Control for Multistage Manufacturing and Service Operations: A Review and Some Extensions." International Journal of Services Operations and Informatics 3 (2): 191-204.
    • (2008) International Journal of Services Operations and Informatics , vol.3 , Issue.2 , pp. 191-204
    • Tsung, F.1    Li, Y.2    Jin, M.3
  • 46
    • 0034628955 scopus 로고    scopus 로고
    • Inspection strategies for multistage production systems with time-varying quality
    • Veatch, M. H. 2000. "Inspection Strategies for Multistage Production Systems with Time-varying Quality." International Journal of Production Research 38 (4): 837-853.
    • (2000) International Journal of Production Research , vol.38 , Issue.4 , pp. 837-853
    • Veatch, M.H.1
  • 47
    • 49249124334 scopus 로고    scopus 로고
    • Statistical monitoring of multi-stage processes based on engineering models
    • Xiang, L., and F. Tsung. 2008. "Statistical Monitoring of Multi-stage Processes Based on Engineering Models." IIE Transactions 40 (10): 957-970.
    • (2008) IIE Transactions , vol.40 , Issue.10 , pp. 957-970
    • Xiang, L.1    Tsung, F.2
  • 48
    • 36549004551 scopus 로고    scopus 로고
    • Variation propagation analysis on compliant assemblies considering contact interaction
    • Xie, K., L. Wells, J. A. Camelio, and B. D. Youn. 2007. "Variation Propagation Analysis on Compliant Assemblies Considering Contact Interaction." Journal of Manufacturing Science and Engineering 129 (5): 934-942.
    • (2007) Journal of Manufacturing Science and Engineering , vol.129 , Issue.5 , pp. 934-942
    • Xie, K.1    Wells, L.2    Camelio, J.A.3    Youn, B.D.4
  • 49
    • 33644625089 scopus 로고    scopus 로고
    • Monitoring the process mean and variance using a weighted loss function CUSUM scheme with variable sampling intervals
    • Zhang, S., and Z. Wu. 2006. "Monitoring the Process Mean and Variance Using a Weighted Loss Function CUSUM Scheme with Variable Sampling Intervals." IIE Transactions 38: 377-387.
    • (2006) IIE Transactions , vol.38 , pp. 377-387
    • Zhang, S.1    Wu, Z.2
  • 50
    • 0037389565 scopus 로고    scopus 로고
    • State space modeling of dimensional variation propagation in multistage machining process using differential motion vectors
    • Zhou, S., Q. Huang, and J. Shi. 2003. "State Space Modeling of Dimensional Variation Propagation in Multistage Machining Process Using Differential Motion Vectors." IEEE Transactions on Robotics and Automation 19 (2): 296-309.
    • (2003) IEEE Transactions on Robotics and Automation , vol.19 , Issue.2 , pp. 296-309
    • Zhou, S.1    Huang, Q.2    Shi, J.3
  • 51
    • 48949109127 scopus 로고    scopus 로고
    • A change point approach for phase I analysis in multistage processes
    • Zou, C., F. Tsung, and Y. Liu. 2008. "A Change Point Approach for Phase I Analysis in Multistage Processes." Technometrics 50 (3): 344-356.
    • (2008) Technometrics , vol.50 , Issue.3 , pp. 344-356
    • Zou, C.1    Tsung, F.2    Liu, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.