Specificity of SPC procedures application in foundry in aspect of data acquisition and data exploration

• Autorzy: Ignaszak Z. , Sika R.
• Języki publikacji: EN

Abstrakty

EN

The paper presents an analysis of SPC (Statistical Process Control) procedures usability in foundry engineering. The authors pay particular attention to the processes complexity and necessity of correct preparation of data acquisition procedures. Integration of SPC systems with existing IT solutions in area of aiding and assistance during the manufacturing process is important. For each particular foundry, methodology of selective SPC application needs to prepare for supervision and control of stability of manufacturing conditions, regarding specificity of data in particular 'branches' of foundry production (Sands, Pouring, Metallurgy, Quality).

Słowa kluczowe

EN

information technology; foundry industry; statistical process control; shewhart control charts; data acquisition; data mining

PL

technologia informatyczna; przemysł odlewniczy; statystyczne sterowanie procesem; karta kontrolna Shewharta; akwizycja danych; pozyskiwanie danych

• Wydawca: Komisja Odlewnictwa Polskiej Akademii Nauk Oddział w Katowicach
• Czasopismo: Archives of Foundry Engineering
• Rocznik: 2012
• Tom: Vol. 12, iss. 4
• Strony: 65--70
• Opis fizyczny: Bibliogr. 26 poz., wykr.

Twórcy

autor

Ignaszak Z.

autor

Sika R.

• CAD/CAE Laboratory and Division of Foundry, Poznań University of Technology, Piotrowo Str. 3, 61-138 Poznań, Poland,

Bibliografia

• [1] StatSoft Poland, (2012), SPC - Statistical Process Control, http://www.statsoft.pl/industries/spc.htm (in Polish).
• [2] Perzyk M., (2008) Computer methods for analysis and control of production processes, METRO - Metallurgical Training On-line, Education and Culture, Warsaw University of Technology (in Polish).
• [3] Sika R., Ignaszak Z., Adamczak R., Przybyła K., (2009) The procedur of acquisition of selected casting parameters on automatic lines in LFP Ltd., Paper during XV International Symposium Modeling of casting and foundry processes, October 23, 2009, Poznań-Leszno (Poland).
• [4] Sika R., Ignaszak Z., (2009) Aspect of the acquisition and initial development of heterogeneous data for data mining systems on the example of the foundry, ed. Archives MT&A, Poznan (in Polish).
• [5] Sika R., Ignaszak Z., (2008) Data mining in the foundry industry - problem of heterogeneous data recording and their collection, Paper on XIV International Symposium - Modeling of casting and foundry processes, 25th October 2008, Poznan-Srem (in Polish).
• [6] Sika R., Ignaszak Z., (2008) Implementation of the KMES Quality system for data acquisition and processing on the example of chosen foundry, Archives of Foundry Engineering, Katowice, vol.8, issue 3, s.97-102.
• [7] Sika R., Ignaszak Z., (2009) LFP Data Analysis - system to optimize the quality of production processes in the foundry, user guide. Poznan-Leszno 2009 (in Polish).
• [8] Sika R., Ignaszak Z., (2006) After implementation KonMas-final prgram - its use to analyze of castings production in the W6 section - Iron Foundry in Srem, XI International Sympozjum - Modeling of casting and foundry processes, Poznan-Srem, October 2006 (in Polish).
• [9] Sika R., (2006) Studies on the structure of the SAP R / 3 and the possibility of its adaptation to the management and quality control in the Iron Foundry in Srem, diploma thesis under Z. Ignaszak supervision, PP, 2006 (in Polish).
• [10] Sika R., Ignaszak Z., (2010) KMESQ - original data acquisition system contains modules for Iron Foundry in Srem industry and its usefulness for analyzing the quality of the final products, XV International Symposium Modeling of Casting and Foundry Processes, Poznan-Srem, 2010 (in Polish).
• [11] Ignaszak Z., Sika R., (2008) System for exploration of selected production data and its testing in a foundry, ed. Archive MT & A, Poznan, vol.28 nr 1, p.61-72 (in Polish).
• [12] Ignaszak Z., Ciesiółka J., (2004) Identification of discontinuities defects in cast iron in terms of reception conditions and quality criteria, Proceedings: X Seminarium Nondestructive Testing Materials, Zakopane, 16-19 March 2004 (in Polish).
• [13] Ignaszak Z., Ciesiółka J., (2007) Examples and error analysis to identify the types of discontinuities in castings, Proceedings: XIII Seminarium Nondestructive Testing Materials, Zakopane, 13-16 March 2007 (in Polish).
• [14] Ignaszak Z., Ciesiółka J., (2005) Problems of identifying of homogeneity and continuity of the structures in castings using NDT methods in terms of selected mechanical properties, Proceedings: XI Seminarium Nondestructive Testing Materials, Zakopane, 8-11 March 2005 (in Polish).
• [15] Ignaszak Z., Ciesiółka J., (2006) The importance of synergies of knowledge in the identification and interpretation of certain defects in castings on the example of ductile cast iron,, Proceedings: XII Seminarium Nondestructive Testing Materials, 14-17 March 2006 (in Polish).
• [16] Hamrol. A, (2012) Quality assurance in the production processes, Poznan University of Technology, Poznan, 1995 (in Polish).
• [17] The British Standards Institution (2012), Assessment and Certification - ISO/TS 16949: Automotive, http://www.bsigroup.pl/pl/Auditowanie-i-certyfikacja/, (in Polish).
• [18] Polish Committee for Standardization, (2002) Technical Specifications ISO/TS 16949. Quality management system - Particular requirements for the application ISO 9001:2000 in the automobile industry in series production and the production of spare parts, second edition, (in Polish).
• [19] Perzyk M., (2008) Data mining in the foundry. Opportunities, problems, projects. XI International Symposium Modeling of casting and foundry processes, October 26-27, 2008, Poznan-Srem (in Poland).
• [20] Sika R., Ignaszak Z., Data acquisition in modeling using neural networks and decision trees, Archives of Foundry Engineering, Gliwice-Wrocław, 2011, Vol.1, Issue 2/2011, p.112-123.
• [21] Hand D., Mannila H, Smyth P., (2001( Principles of Data Mining. Massachusetts Institute of Technology, USA.
• [22] Ignaszak Z., Ciesiółka J., (2003) Validation of the model, the formation of shrinkage defects in castings using NDT methods, Proceedings: IX Nondestructive Testing Materials, Zakopane, 11-14th march 2003 (in Polish).
• [23] Wyrozumski T., (2003) How to make the data are clean? IX conference PLOUG, Koscielisko, October 2003, http://ploug.org.pl/konf_03/ (in Polish).
• [24] Henry R. Neave, Donald J. Wheeler, Shewhart's (1996) Charts and the Probability Approach, 9th Annual Conference of the British Deming Association, 15 May 1996.
• [25] Ignaszak Z., (2011) Conditions and prospects for non-destructive testing of castings before they use, part II, Review of Welding, 13/2011 (in Polish).
• [26] Sika R., Ignaszak Z., (2012) Applications of SPC in foundry with examples, (in progress, prepared for publication).