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Wire breakage prevention for reciprocated traveling WEDM based on discharge location detection

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Abstract

This paper presents a wire breakage prevention method and a corresponding system for reciprocated traveling wire-EDM based on discharge location detection. The wire breakage risk is evaluated using the consecutive discharge concentration coefficient (CDCC) value and the number of arcs. CDCC characterizes the proximity of a sequence of consecutive discharge locations occurring in a short time, which takes both time and spatial domain into consideration. The system employs two fuzzy logic controllers to adjust machining parameters according to the degree of discharge concentration and the servo tracking performance detected. Verifications are conducted by cutting two workpieces with variable heights, including a stair-shaped and a hollow one. The machining tests show that the proposed system can significantly gain machining efficiency without wire breakage hazards.

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Availability of data and materials

The datasets used or analyzed during the current study are available from the corresponding author on reasonable request.

Code availability

This paper uses proprietary software and will be not available.

References

  1. Mouralova K, Prokes T, Benes L (2019) Surface and subsurface layers defects analysis after WEDM affecting the subsequent lifetime of produced components. Arab J Sci Eng 44(9):7723–7735

    Article  Google Scholar 

  2. Wang J, Sánchez J, Izquierdo B, Ayesta I (2020) Experimental and numerical study of crater volume in wire electrical discharge machining. Materials 13(3):577

    Article  Google Scholar 

  3. Payla A, Chopra K, Mussada EK (2019) Investigations on power consumption in WEDM of en31 steel for sustainable production. Mater Manuf Processes 34(16):1855–1865

    Article  Google Scholar 

  4. Thangaraj M, Annamalai R, Moiduddin K, Alkindi M, Ramalingam S, Alghamdi O (2020) Enhancing the surface quality of micro titanium alloy specimen in WEDM process by adopting TGRA-based optimization. Materials 13(6):1440

    Article  Google Scholar 

  5. Liao Z, Abdelhafeez A, Li H, Yang Y, Diaz OG, Axinte D (2019) State-of-the-art of surface integrity in machining of metal matrix composites. Int J Mach Tools Manuf 143:63–91

    Article  Google Scholar 

  6. Fedorov AA, Blesman AI, Postnikov DV, Polonyankin DA, Russkikh GS, Linovsky AV (2018) Investigation of the impact of Rehbinder effect, electrical erosion and wire tension on wire breakages during WEDM. J Mater Process Technol 256:131–144

    Article  Google Scholar 

  7. Zhang G, Zhang Z, Guo J, Ming W, Li M, Huang Y (2013) Modeling and optimization of medium-speed WEDM process parameters for machining SKD11. Mater Manuf Processes 28(10):1124–1132

    Article  Google Scholar 

  8. Zhang G, Chen Z, Zhang Z, Huang Y, Ming W, Li H (2014) A macroscopic mechanical model of wire electrode deflection considering temperature increment in MS-WEDM process. Int J Mach Tools Manuf 78:41–53

    Article  Google Scholar 

  9. Zhang Y, Liu Z, Pan H, Qiu M (2021) Motion characteristics of discharge channel in WEDM. Mater Manuf Processes 36(5):583–598

    Article  Google Scholar 

  10. Huang G, Xia W, Qin L, Zhao W (2018) Online workpiece height estimation for reciprocated traveling wire EDM based on support vector machine. Procedia CIRP 68:126–131

    Article  Google Scholar 

  11. Deng C, Liu Z, Zhang M, Pan H, Qiu M (2021) Study on surface evenness of super-high-thickness cutting in high-speed wire electrical discharge machining. Int J Adv Manuf Technol 117(11):3705–3715

    Article  Google Scholar 

  12. Kinoshita N, Fukui M, Gamo G (1982) Control of wire-EDM preventing electrode from breaking. CIRP Ann 31(1):111–114

    Article  Google Scholar 

  13. Rajurkar K, Wang W, Lindsay R (1991) On-line monitor and control for wire breakage in WEDM. CIRP Ann 40(1):219–222

    Article  Google Scholar 

  14. Liao Y, Chu Y, Yan M (1997) Study of wire breaking process and monitoring of WEDM. Int J Mach Tools Manuf 37(4):555–567

    Article  Google Scholar 

  15. Cabanes I, Portillo E, Marcos M, Sánchez J (2008) On-line prevention of wire breakage in wire electro-discharge machining. Robot Comput Integr Manuf 24(2):287–298

    Article  Google Scholar 

  16. Liao Y, Woo J (1997) The effects of machining settings on the behavior of pulse trains in the WEDM process. J Mater Process Technol 71(3):433–439

    Article  Google Scholar 

  17. Martin R (1989) Device to detecte where a discharge takes place along the wire electrode of an electroerosion machine. Google Patents

  18. Kaneko Y, Nishimura H (1994) Wire cut electrical discharge machining apparatus. Google Patents

  19. Kunieda M, Kojima H, Kinoshita N (1990) On-line detection of EDM spark locations by multiple connection of branched electric wires. CIRP Ann 39(1):171–174

    Article  Google Scholar 

  20. Shoda K (1992) Adaptive control of wire EDM with on-line detection of spark locations. In: Proceedings of the 10th International Symposium of Electrochemical Machining, pp 410–416

  21. Lauwers B, Kruth J-P, Bleys P, Van Coppenolle B, Stevens L, Derighetti R (1998) Wire rupture prevention using on-line pulse localisation in WEDM. In: Proceedings of the 12th International Symposium for Electromachining, vol 1405. pp 203–213

  22. Abhilash P, Chakradhar D (2020) Prediction and analysis of process failures by ANN classification during wire-EDM of Inconel 718. Adv Manuf 8(4):519–536

    Article  Google Scholar 

  23. Abhilash P, Chakradhar D (2020) ANFIS modelling of mean gap voltage variation to predict wire breakages during wire EDM of Inconel 718. CIRP J Manuf Sci Technol 31:153–164

    Article  Google Scholar 

  24. Abhilash P, Chakradhar D (2022) Wire EDM failure prediction and process control based on sensor fusion and pulse train analysis. Int J Adv Manuf Technol 118(5):1453–1467

    Article  Google Scholar 

  25. Abhilash P, Chakradhar D (2021) Sustainability improvement of WEDM process by analysing and classifying wire rupture using kernel-based Naive Bayes classifier. J Braz Soc Mech Sci Eng 43(2):1–9

    Article  Google Scholar 

  26. Chou P-H, Hwang Y-R, Yan B-H (2021) The study of machine learning for wire rupture prediction in WEDM. Int J Adv Manuf Technol 1–11

  27. Oniszczuk-Swiercz D, Swiercz R, Chmielewski T, Salacinski T (2020) Experimental investigation of influence WEDM parameters on surface roughness and flatness deviation. Proc of the Metal 29:611–617

    Google Scholar 

  28. Oßwald K, Lochmahr I (2020) Effect of the relative velocity between electrodes in high speed wire EDM (HSWEDM). Procedia CIRP 95:325–330

    Article  Google Scholar 

  29. Bergs T, Welschof L, Herrig T, Klink A (2020) Energetic characterization of trim cut process signals in wire EDM. Procedia CIRP 95:262–267

    Article  Google Scholar 

  30. Almeida ST, Mo JP, Bil C, Ding S, Wang X (2021) Servo control strategies for vibration-control in robotic wire EDM machining. Arch Comput Meth Eng 1–15

  31. Zhou M, Mu X, He L, Ye Q (2019) Improving EDM performance by adapting gap servo-voltage to machining state. J Manuf Process 37:101–113

    Article  Google Scholar 

  32. Sagbas A, Gürtuna F, Polat U (2021) Comparison of ANN and RSM modeling approaches for WEDM process optimization. Mater Test 63(4):386–392

    Article  Google Scholar 

  33. Wansheng Z, Junmin Z, Xuecheng X, Mo C, Hao C, Weiwen X, Guangwei H, Junqi W, Xumuye T (2016) A new model of WEDM-CNC system with digitizer/player architecture. Procedia CIRP 42:210–214

    Article  Google Scholar 

  34. Qiu R, Li Z, Wu Z (2019) Enhanced anti-icing and anti-corrosion properties of wear-resistant superhydrophobic surfaces based on al alloys. Mater Res Express 6(4):045059

  35. Kitamura T, Kunieda M, Abe K (2015) Observation of relationship between bubbles and discharge locations in EDM using transparent electrodes. Precis Eng 40:26–32

    Article  Google Scholar 

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Funding

This research is financially supported by the National Natural Science Foundation of China (Grant No. 52075333) and the National Science and Technology Major Project (2018ZX04005001).

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Contributions

Lingyi Xu: methodology, platform building, data collection, investigation, writing—original draft preparation. Xuecheng Xi: conceptualization, supervision, writing—reviewing and editing. Zilun Li: platform building. Jieyu Ma: data collection. Qiang Gao: data collection. Wansheng Zhao: supervision, writing—reviewing and editing.

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Correspondence to Xue-Cheng Xi or Wan-Sheng Zhao.

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Xu, LY., Xi, XC., Li, ZL. et al. Wire breakage prevention for reciprocated traveling WEDM based on discharge location detection. Int J Adv Manuf Technol 123, 1859–1875 (2022). https://doi.org/10.1007/s00170-022-10240-0

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