Failure detection and control for wire EDM process using multiple sensors

P. M. Abhilash1, D. Chakradhar1
1Department of Mechanical Engineering, Indian Institute of Technology Palakkad, Kerala 678557, India

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Ho, 2004, State of the Art in Wire Electrical Discharge Machining (WEDM), International Journal of Machine Tools and Manufacture, 44, 1247, 10.1016/j.ijmachtools.2004.04.017

Mandal, 2014, State of Art in Wire Electrical Discharge Machining Process and Performance, International Journal of Mechanics and Materials, 16, 1

Gamage, 2016, Effect of Wire Breakage on the Process Energy Utilisation of EDM, Procedia CIRP, 42, 586, 10.1016/j.procir.2016.02.264

Hewidy, 2005, Modelling the Machining Parameters of Wire Electrical Discharge Machining of Inconel 601 Using RSM, Journal of Materials Processing Technology, 169, 328, 10.1016/j.jmatprotec.2005.04.078

Gautier, 2015, A Contribution on the Modelling of Wire Electrical Discharge Machining of a γ-TiAl Alloy, Procedia CIRP, 31, 203, 10.1016/j.procir.2015.03.019

Aggarwal, 2015, Parametric Modeling and Optimization for Wire Electrical Discharge Machining of Inconel 718 Using Response Surface Methodology, International Journal of Advanced Manufacturing Technology, 79, 31, 10.1007/s00170-015-6797-8

Senkathir, 2019, Optimization of Machining Parameters of Inconel 718 by WEDM Using Response Surface Methodology, Advanced Manufacturing Processes, 383, 10.1007/978-981-13-1724-8_37

Abhilash, 2020, Prediction and Analysis of Process Failures by ANN Classification During Wire-EDM of Inconel 718, Advanced Manufacturing, 8, 519, 10.1007/s40436-020-00327-w

Abhilash, 2020, ANFIS Modelling of Mean Gap Voltage Variation to Predict Wire Breakages During Wire EDM of Inconel 718, CIRP Journal of Manufacturing Science and Technology, 31, 153, 10.1016/j.cirpj.2020.10.007

Abhilash, 2020, Surface Integrity Comparison of Wire Electric Discharge Machined Inconel 718 Surfaces at Different Machining Stabilities, Procedia CIRP, 87, 228, 10.1016/j.procir.2020.02.037

Cabanes, 2008, An Industrial Application for on-Line Detection of Instability and Wire Breakage in Wire EDM, Journal of Materials Processing Technology, 195, 101, 10.1016/j.jmatprotec.2007.04.125

Fedorov, 2018, Investigation of the Impact of Rehbinder Effect, Electrical Erosion and Wire Tension on Wire Breakages During WEDM, Journal of Materials Processing Technology, 256, 131, 10.1016/j.jmatprotec.2018.02.002

Okada, 2015, Wire Breakage and Deflection Caused by Nozzle Jet Flushing in Wire EDM, CIRP Annals Manufacturing Technology, 64, 233, 10.1016/j.cirp.2015.04.034

Rajurkar, 1991, On-Line Monitor and Control for Wire Breakage in WEDM, CIRP Annals Manufacturing Technology, 40, 219, 10.1016/S0007-8506(07)61972-6

Kwon, 2006, The Benefits of Using Instantaneous Energy to Monitor the Transient State of The Wire EDM Process, International Journal of Advanced Manufacturing Technology, 27, 930, 10.1007/s00170-004-2252-y

Luo, 1999, Rupture Failure and Mechanical Strength of the Electrode Wire Used in Wire EDM, Journal of Materials Processing Technology, 94, 208, 10.1016/S0924-0136(99)00107-7

Yan, 1996, A Self-learning Fuzzy Controller for Wire Rupture Prevention in WEDM, International Journal of Advanced Manufacturing Technology, 11, 267, 10.1007/BF01351284

Liao, 2000, Design of a Fuzzy Controller for the Adaptive Control of WEDM Process, International Journal of Machine Tools and Manufacture, 40, 2293, 10.1016/S0890-6955(00)00036-5

Lin, 2001, Improvement of Machining Accuracy by Fuzzy Logic at Corner Parts for Wire-EDM, Fuzzy Sets and Systems, 122, 499, 10.1016/S0165-0114(00)00034-8

Bufardi, 2017, Towards zero-defect manufacturing with a combined online-offline fuzzy-nets approach in wire electrical discharge machining, WSEAS Transactions on Environment and Development, 13, 401

Abhilash, 2021, Sustainability Improvement of WEDM Process by Analysing and Classifying Wire Rupture Using Kernel-based Naive Bayes Classifier, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 43, 64, 10.1007/s40430-021-02805-z

Janardhan, 2010, Pulse Train Data Analysis to Investigate the Effect of Machining Parameters on the Performance of Wire Electro Discharge Turning (WEDT) Process, International Journal of Machine Tools and Manufacture, 50, 775, 10.1016/j.ijmachtools.2010.05.008

Oßwald, 2018, Automated Analysis of Pulse Types in High-Speed Wire EDM, Procedia CIRP, 68, 796, 10.1016/j.procir.2017.12.157

Conde, 2018, Experimental Measurement of Wire-lag Effect and Its Relation with Signal Classification on Wire EDM, Procedia CIRP, 68, 132, 10.1016/j.procir.2017.12.035

Newton, 2009, Investigation of the Effect of Process Parameters on the Formation and Characteristics of Recast Layer in Wire-EDM of Inconel 718, Materials Science and Engineering A, 513–514, 208, 10.1016/j.msea.2009.01.061

Klocke, 2014, Quality Assessment Through In-Process Monitoring of Wire-EDM for Fir Tree Slot Production, New Production Technologies in Aerospace Industry - 5th Machining Innovations Conference (MIC 2014)-Procedia CIRP, 24, 97

Caggiano, 2015, Wire EDM Monitoring for Zero-Defect Manufacturing Based on Advanced Sensor Signal Processing, Procedia CIRP, 33, 315, 10.1016/j.procir.2015.06.065

Mwangi, 2020, Characterization of the Arcing Phenomenon in Micro-EDM and its Effect on Key Mechanical Properties of Medical-Grade Nitinol, Journal of Materials Processing Technology, 275, 10.1016/j.jmatprotec.2019.116334

Kumar, 2011, Prevention of Wire Breakage in Wire EDM, International Journal of Mechanics and Materials, 9, 86

Kumar, 2013, Parametric Effect on Wire Breakage Frequency and Surface Topography in WEDM of Pure Titanium, Journal of Mechanical Engineering and Technology, 1, 51, 10.18005/JMET0102003

Maher, 2014, Review of Improvements in Wire Electrode Properties for Longer Working Time and Utilization in Wire EDM Machining, International Journal of Advanced Manufacturing Technology, 76, 329, 10.1007/s00170-014-6243-3

Ramamurthy, 2015, Performance Analysis of Wire Electrodes on Machining Ti-6Al-4V Alloy Using Electrical Discharge Machining Process, Machining Science and Technology, 19, 577, 10.1080/10910344.2015.1085314

Kwon, 2015, Experimental Investigation of the Real-Time Micro-Control of the WEDM Process, International Journal of Advanced Manufacturing Technology, 79, 1483, 10.1007/s00170-015-6903-y

Bergs, 2018, Analysis of Characteristic Process Parameters to Identify Unstable Process Conditions during Wire EDM, Procedia Manufacturing, 18, 138, 10.1016/j.promfg.2018.11.018

Pramanik, 2018, Sustainability in Wire Electrical Discharge Machining of Titanium Alloy: Understanding Wire Rupture, Journal of Cleaner Production, 198, 472, 10.1016/j.jclepro.2018.07.045

Sharma, 2015, Evaluation of WEDM Performance Characteristics of Inconel 706 for Turbine Disk Application, Materials & Design, 88, 558, 10.1016/j.matdes.2015.09.036

Mendes, 2014, Automated System for the Measurement of Spark Current and Electric Voltage in Wire EDM Performance, Journal of the Brazilian Society of Mechanical Sciences and Engineering, 37, 123, 10.1007/s40430-014-0171-x

Zhidong, 2014, Automatic Control of WEDM Servo for Silicon Processing Using Current Pulse Probability Detection, International Journal of Advanced Manufacturing Technology, 76, 367, 10.1007/s00170-014-6252-2

Thakur, 2009, Study on the machinability characteristics of superalloy Inconel 718 during high speed turning, Materials and Design, 30, 1718, 10.1016/j.matdes.2008.07.011

Reed, 2006

Tung, 2009, Machine Fault Diagnosis and Prognosis: The State of The Art, International Journal of Fluid Machinery and Systems, 2, 61, 10.5293/IJFMS.2009.2.1.061