Implementing machine learning in robotic wire arc additive manufacturing for minimizing surface roughness.

Authors: Kazmi, Kashif Hasan^1,2, Chandra, Mukesh^2,3, Rajak, Sonu³, Sharma, Sumit K.⁴, Mandal, Amitava¹, Das, Alok Kumar¹, alokmech@iitism.ac.in

Source: International Journal of Computer Integrated Manufacturing; Feb2025, Vol. 38 Issue 2, p255-270, 16p

Layer-by-layer thermal modelling for wire-arc additive manufacturing of Aluminum alloy wall

Authors: Mahato, Dharmendar Kumar, Chandra, Mukesh, Tanmay, Rajak, Sonu

Source: In Materials Today: Proceedings 2024 113:120-125

Deep learning for anomaly detection in wire-arc additive manufacturing

Authors: Chandra, Mukesh, Kumar, Abhinav, Sharma, Sumit Kumar, Kazmi, Kashif Hasan, Rajak, Sonu

Source: Welding international. 37(8):457-467

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100191970077.0x000001&indx=1&recIds=ETOCvdc_100191970077.0x000001

Evaluation of antecedents to social sustainability practices in multi-tier Indian automotive manufacturing firms

Authors: Mathiyazhagan, K., Mani, Venkatesh, Mathivathanan, Deepak, Rajak, Sonu

Source: International journal of production research. 61(14):4786-4807

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100185040840.0x000001&indx=1&recIds=ETOCvdc_100185040840.0x000001

Deep learning-based framework for the observation of real-time melt pool and detection of anomaly in wire-arc additive manufacturing.

Authors: Chandra, Mukesh¹ (AUTHOR), Rajak, Sonu¹ (AUTHOR) sonu.me@nitp.ac.in, K.E.K, Vimal² (AUTHOR)

Source: Materials & Manufacturing Processes. 2024, Vol. 39 Issue 6, p761-777. 17p.

Subject Terms: Deep learning, Object recognition (Computer vision), Digital technology, New trials, Melting, Digital learning

An assessment of barriers to integrate lean six sigma and industry 4.0 in manufacturing environment: case based approach.

Authors: Rajak, Sonu¹ (AUTHOR), Kumar, Prakash² (AUTHOR), Modi, Aayush² (AUTHOR), Swarnakar, Vikas³ (AUTHOR) vikas.swarnakar@ku.ac.ae, Antony, Jiju³ (AUTHOR), Sony, Michael⁴ (AUTHOR)

Source: International Journal of Computer Integrated Manufacturing. Ma2025, Vol. 38 Issue 3, p386-407. 22p.

Subject Terms: *Industry 4.0, Data privacy, Automobile parts, Data integration, Potential barrier

Modeling Industry 4.0 Enablers for Advancement in Manufacturing Sector.

Authors: Hariom¹ (AUTHOR) hariom.sailin@gmail.com, Rajak, Sonu¹ (AUTHOR) sonu.me@nitp.ac.in, Kumar, Amit¹ (AUTHOR) amit@nitp.ac.in

Source: Journal of Advanced Manufacturing Systems. Mar2025, Vol. 24 Issue 1, p21-49. 29p.

Subject Terms: *Industry 4.0, *Innovations in business, *Manufacturing industries, *Quantitative research, *Value chains

Selection for additive manufacturing using hybrid MCDM technique considering sustainable concepts

Authors: Chandra, Mukesh, Shahab, Faisal, KEK, Vimal, Rajak, Sonu

Source: Rapid prototyping journal. 28(7):1297-1311

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100154440124.0x000001&indx=1&recIds=ETOCvdc_100154440124.0x000001

Surface Characteristics, Microstructural, and Tribological Behavior of Wire Arc Additive Manufactured Aluminum-5356 Alloy.

Authors: Sharma, Sumit K.¹, sumit9187@gmail.com, Chandra, Mukesh^2,3, Kazmi, Kashif Hasan², Shukla, Amarish Kumar⁴, Rajak, Sonu³

Source: Journal of Materials Engineering & Performance; Feb2025, Vol. 34 Issue 4, p3047-3055, 9p

A Comparative Study of Machine Learning Models for Predicting Single Bead Geometry of SS316L Depositions by GTAW Wire Arc Additive Manufacturing Process.

Authors: kumar, Bhaskar, Rajak, Sonu

Source: Transactions of the Indian Institute of Metals; Jan2025, Vol. 78 Issue 1, p1-16, 16p

LSTM-CNN Architecture for Construction Activity Recognition Using Optimal Positioning of Wearables.

Authors: Piyush¹ (AUTHOR) piyush170199@gmail.com, Rajak, Sonu² (AUTHOR) sonu.me@nitp.ac.in, K. E. K., Vimal³ (AUTHOR) vimal@nitt.edu

Source: Journal of Construction Engineering & Management. Dec2024, Vol. 150 Issue 12, p1-13. 13p.

Subject Terms: *Artificial neural networks, *Construction project management, *Work-related injuries, Convolutional neural networks, Building sites, Sensor placement

Wire arc additive manufacturing of aluminium alloys: A review

Authors: Vimal, K.E.K., Naveen Srinivas, M., Rajak, Sonu

Source: In Materials Today: Proceedings 2021 41 Part 5:1139-1145

A DEA model for evaluation of efficiency and effectiveness of sustainable transportation systems: a supply chain perspective

Authors: Rajak, Sonu, Parthiban, P., Dhanalakshmi, R.

Source: International journal of logistics systems and management. 40(2):220-241

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100132865835.0x000001&indx=1&recIds=ETOCvdc_100132865835.0x000001

Analysing barriers of sustainable transportation systems in India using Grey-DEMATEL approach: A supply chain perspective

Authors: Rajak, Sonu, Parthiban, P., Dhanalakshmi, R.

Source: International journal of sustainable engineering. 14(3):419-432

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100125852735.0x000001&indx=1&recIds=ETOCvdc_100125852735.0x000001

Horizontal collaboration in oligopoly supply chain

Authors: Rajak, Sonu, Parthiban, P., Dhanalakshmi, R.

Source: International journal of services and operations management. 39(3):362-376

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100123031509.0x000001&indx=1&recIds=ETOCvdc_100123031509.0x000001

A comparative study of machine learning algorithms in the prediction of bead geometry in wire-arc additive manufacturing.

Authors: Chandra, Mukesh, Vimal, K. E. K., Rajak, Sonu

Source: International Journal on Interactive Design & Manufacturing; Nov2024, Vol. 18 Issue 9, p6625-6638, 14p

Barriers to the adoption of industry 4.0 technologies in the manufacturing sector: An inter-country comparative perspective

Authors: Raj, Alok, Dwivedi, Gourav, Sharma, Ankit, Lopes de Sousa Jabbour, Ana Beatriz, Rajak, Sonu

Source: In International Journal of Production Economics June 2020 224

Reverse supply chain management in manufacturing industry: a systematic review

Authors: Mathiyazhagan, Kaliyan, Rajak, Sonu, Sampurna Panigrahi, Swayam, Agarwal, Vernika, Manani, Deepa

Source: International journal of productivity and performance management. 70(4):859-892

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100120255753.0x000001&indx=1&recIds=ETOCvdc_100120255753.0x000001

Multi-depot vehicle routing problem based on customer satisfaction

Authors: Rajak, Sonu, Parthiban, P., Dhanalakshmi, R.

Source: International journal of services technology and management. 26(2-3):252-265

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100110076023.0x000001&indx=1&recIds=ETOCvdc_100110076023.0x000001

Optimization of Process Parameters in Abrasive Water Jet Machining of Inconel 718 Using VIKOR Method

Authors: Samson, R. Manoj, Rajak, Sonu, Kannan, T. Deepan Bharathi, Sampreet, K. R.

Source: Journal of the Institution of Engineers (India) Series C (IEIC). 101(3):579-585

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100172007163.0x000001&indx=1&recIds=ETOCvdc_100172007163.0x000001