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2025

Puthanveettil Madathil, Abhilash and Luo, Xichun and Liu, Qi and Walker, Charles and Madarkar, Rajeshkumar and Qin, Yi (2025) A review of explainable artificial intelligence in smart manufacturing. International Journal of Production Research. ISSN 0020-7543 (In Press)

Tan, Rongkai and Madathil, Abhilash Puthanveettil and Liu, Qi and Cheng, Jian and Lin, Fengtao (2025) A hybrid GRA-TOPSIS-RFR optimization approach for minimizing burrs in micro-milling of Ti-6Al-4V Alloys. Micromachines, 16 (4). 464. ISSN 2072-666X

2024

Puthanveettil Madathil, Abhilash and Luo, Xichun and Liu, Qi and Walker, Charles and Madarkar, Rajeshkumar and Cai, Yukui and Liu, Zhanqiang and Chang, Wenlong and Qin, Yi (2024) Intrinsic and post-hoc XAI approaches for fingerprint identification and response prediction in smart manufacturing processes. Journal of Intelligent Manufacturing, 35 (8). pp. 4159-4180. ISSN 0956-5515

Puthanveettil Madathil, Abhilash and Luo, Xichun and Liu, Qi and Madarkar, Rajeshkumar and Walker, Charles (2024) Towards next-gen smart manufacturing systems : the explainability revolution. npj Advanced Manufacturing, 1 (1). 8. ISSN 3004-8621

Puthanveettil Madathil, Abhilash and Walker, Charlie and Luo, Xichun and Liu, Qi and Madarkar, Rajeshkumar and Qin, Yi (2024) XAI-driven digital twin for cobot dynamic error compensation. Procedia CIRP, 126. pp. 176-181. ISSN 2212-8271

Madarkar, Rajeshkumar and Luo, Xichun and Walker, Charles and Puthanveettil Madathil, Abhilash and Liu, Qi (2024) Prospects of digital twin for dynamic life cycle assessment of smart manufacturing systems. MATEC Web of Conferences, 401. 13006. ISSN 2261-236X

Walker, Charles and Puthanveettil Madathil, Abhilash and Luo, Xichun and Madarkar, Rajeshkumar and Liu, Qi (2024) A digital twin-driven ultra-precision machining system. MATEC Web of Conferences, 401. 13009. ISSN 2261-236X

Puthanveettil Madathil, Abhilash and Luo, Xichun and Liu, Qi and Madarkar, Rajeshkumar and Walker, Charles (2024) A fingerprint approach for computationally efficient digital twins of precision manufacturing processes. MATEC Web of Conferences, 401. 13004. ISSN 2261-236X

Vinod Kumar, Namadi and Abhilash, P.M. and Chakradhar, D.; Gürgen, Selim, ed. (2024) Smart electrical discharge machining of aerospace alloys. In: Advances in Manufacturing for Aerospace Alloys. Sustainable Aviation . Springer, Cham, pp. 77-98. ISBN 9783031644559

Luo, Xichun and Liu, Qi and Puthanveettil Madathil, Abhilash and Xie, Wenkun (2024) Predictive digital twin-driven dynamic error control for slow-tool-servo ultraprecision diamond turning. CIRP Annals - Manufacturing Technology, 73 (1). pp. 377-380. ISSN 0007-8506

Ranju, M.R. and Abhilash, P.M. and Kesavan, D. (2024) Rolling contact fatigue studies on AISI 4140 steel under formulated lubrication conditions with nano graphene additives. Wear, 544-545. 205311. ISSN 0043-1648

Boban, Jibin and Puthanveettil Madathil, Abhilash and Ahmed, Afzaal and Rahman, Azizur; (2024) An overview on post-processing of metal additive manufactured components. In: Materials Science and Materials Engineering. Elsevier, [S.I.]. ISBN 9780128035818

2023

P. M., Abhilash and Boban, Jibin and Ahmed, Afzaal and Luo, Xichun; (2023) Digital twin-driven additive manufacturing : advancements and future prospects. In: Hybrid Metal Additive Manufacturing. Taylor & Francis, Milton Park, Oxon., pp. 196-221. ISBN 9781003803249

Shi, Xiaoquan and Sun, Yazhou and Tian, Haiying and Abhilash, Puthanveettil Madathil and Luo, Xichun and Liu, Haitao (2023) Material extrusion filament width and height prediction via design of experiment and machine learning. Micromachines, 14 (11). 2091. ISSN 2072-666X

Abhilash, P. M. and Ahmed, Afzaal (2023) Convolutional neural network–based classification for improving the surface quality of metal additive manufactured components. The International Journal of Advanced Manufacturing Technology, 126 (9-10). pp. 3873-3885. ISSN 1433-3015

Walker, Charles and Luo, Xichun and P M, Abhilash and Liu, Qi and Madarkar, Rajeshkumar and Yang, Erfu (2023) Digital twin of dynamic error of a collaborative robot. In: Euspen's 23rd International Conference & Exhibition, Copenhagen, Denmark, 2023-06-12 - 2023-06-16.

P. M., Abhilash and Chakradhar, D. and Luo, Xichun (2023) Machine learning based classification and analysis of wire-EDM discharge pulses. In: 8th International Conference on Nanomanufacturing and 4th AET Symposium on ACSM and Digital Manufacturing, 2022-08-30 - 2022-09-01, School of Mechanical and Materials Engineering, University College Dublin.

Puthanveettil Madathil, Abhilash and Ahmed, Azaal (2023) An image‑processing approach for polishing metal additive manufactured components to improve the dimensional accuracy and surface integrity. The International Journal of Advanced Manufacturing Technology, 125 (7-8). pp. 3363-3383. ISSN 1433-3015

2022

Abhilash, P M and Chakradhar, D. (2022) Effect of wire material and discharge energy on productivity and surface integrity of WEDM-processed Inconel 718. Advances in Materials and Processing Technologies. ISSN 2374-068X

Abhilash, P. M. and Chakradhar, D. (2022) Machine-vision-based electrode wear analysis for closed loop wire EDM process control. Advances in Manufacturing, 10 (1). pp. 131-142. ISSN 2195-3597

Abhilash, P. M. and Chakradhar, D. (2022) Multi-response optimization of wire EDM of Inconel 718 using a hybrid entropy weighted GRA-TOPSIS method. Process Integration and Optimization for Sustainability, 6 (1). pp. 61-72. ISSN 2509-4246

P. M., Abhilash and Chakradhar, Dupadu (2022) Wire EDM failure prediction and process control based on sensor fusion and pulse train analysis. International Journal of Advanced Manufacturing Technology, 118 (5-6). pp. 1453-1467. ISSN 1433-3015

Abhilash, P. M. and Chakradhar, Dupadu (2022) Performance monitoring and failure prediction system for wire electric discharge machining process through multiple sensor signals. Machining Science and Technology, 26 (2). pp. 245-275. ISSN 1091-0344

2021

P. M., Abhilash and Chakradhar, Dupadu (2021) Image processing algorithm for detection, quantification and classification of microdefects in wire electric discharge machined precision finish cut surfaces. Journal of Micromanufacturing. ISSN 2516-5992

P. M., Abhilash and Chakradhar, D. (2021) Failure detection and control for wire EDM process using multiple sensors. CIRP Journal of Manufacturing Science and Technology, 33. pp. 315-326. ISSN 1755-5817

P. M., Abhilash and Chakradhar, D. (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 (2). 64. ISSN 1806-3691

2020

P. M, Abhilash and Chakradhar, Dupadu (2020) Prediction and analysis of process failures by ANN classification during wire-EDM of Inconel 718. Advances in Manufacturing, 8 (4). pp. 519-536. ISSN 2195-3597

P.M., Abhilash and Chakradhar, Dupadu (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. pp. 153-164. ISSN 1755-5817

P. M., Abhilash and Chakradhar, D. (2020) Surface integrity comparison of wire electric discharge machined Inconel 718 surfaces at different machining stabilities. Procedia CIRP, 87. pp. 228-233. ISSN 2212-8271

2019

P.M., Abhilash and Chakradhar, D. (2019) Effect of wire coating on the wire EDM performance characteristics during the machining of Inconel 718. In: International Conference on Precision, Meso, Micro and Nano Engineering, 2019-12-12 - 2019-12-14, Indian Institute of Technology Indore.