Deepam Goyal
Assistant Professor

deepam.goyal@chitkara.edu.in

Expert Areas : Manufacturing Technology, Vibration, Condition Monitoring, Machine Fault Diagnostics, Sensors, Artificial Intelligence

Deepam Goyal received B.E. (Hons.), M.E. with Gold Medal, and Ph.D. degrees in mechanical engineering from Panjab University, Chandigarh, India. He is currently working as Assistant Professor with the Chitkara University, Punjab, India. He was an Inspire Fellow of Department of Science and Technology, India during his doctoral program. His fields of interest include Vibration, Condition monitoring, Machine fault diagnostics, Sensors, Manufacturing technology. He has authored or co-authored one book and over 65 papers in different international journals, conferences, and 10 book chapters. He also has a patent and a copyright to his credit.

Deepam Goyal Expert in Materials Processing
  • Research
  • Teaching
  • Awards
  • Patents
  • Education
  • Service

PUBLICATIONS:

  1. D. Goyal, S. S. Dhami, and B. S. Pabla, “Vibration Response Based Intelligent Non-Contact Fault Diagnosis of Bearings,” ASME J. Nondestructive Evaluation Diagnostics Prognostics Engineering Systems, pp. 1–17, Dec. 2020, doi: 10.1115/1.4049371. [SCI]
  2. A. Mehta, D. Goyal, A. Choudhary, B. S. Pabla, and S. Belghith, “Machine Learning-Based Fault Diagnosis of Self-Aligning Bearings for Rotating Machinery Using Infrared Thermography,” Mathematical Problems in Engineering, vol. 2021, 2021, doi: 10.1155/2021/9947300. [SCI]
  3. R. K. Dang, D. Goyal, A. Chauhan, and S. S. Dhami, “Numerical and Experimental Studies on Performance Enhancement of Journal Bearings Using Nanoparticles Based Lubricants,” Archives of Computational Methods in Engineering, 2021, doi: 10.1007/s11831-021-09538-1. [SCI]
  4. D. Goyal, A. Choudhary, B. Pabla, and S. S. Dhami, “Support vector machines based non-contact fault diagnosis system for bearings,” Journal of Intelligent Manufacturing, vol. 31, pp. 1275-1289, 2019. [SCI]
  5. D. Goyal, S. S. Dhami, and B.S. Pabla, “Non-contact fault diagnosis of bearings in machine learning environment,” IEEE Sensors Journal, vol. 20, no. 9, pp. 4816–4823, 2020, doi: 10.1109/JSEN.2020.2964633. [SCI]
  6. D. Goyal, Dhami, S.S., Pabla, B.S., Lachhwani, K., “Optimization of condition-based maintenance using soft computing,” Neural Computing and Applications, 2016, doi: 10.1007/s00521-016-2377-6. [SCI]
  7. D. Goyal, Vanraj, B. S. Pabla, and S. S. Dhami, “Condition Monitoring Parameters for Fault Diagnosis of Fixed Axis Gearbox: A Review,” Archives of Computational Methods in Engineering, vol. 24, no. 3, pp. 543–556, 2017, doi: 10.1007/s11831-016-9176-1. [SCI]
  8. D. Goyal, Vanraj, B. S. Pabla, and S. S. Dhami, “Non-contact sensor placement strategy for condition monitoring of rotating machine-elements,” Engineering Science and Technology, an International Journal, vol. 22, no. 2, pp. 489–501, 2019, doi: 10.1016/j.jestch.2018.12.006. [SCI]
  9. D. Goyal and B. S. Pabla, “Condition based maintenance of machine tools-A review,” CIRP Journal of Manufacturing Science and Technology, vol. 10, pp. 24–35, 2015, doi: 10.1016/j.cirpj.2015.05.004. [SCI]
  10. D. Goyal and B. S. Pabla, “The Vibration Monitoring Methods and Signal Processing Techniques for Structural Health Monitoring: A Review,” Archives of Computational Methods in Engineering, vol. 23, no. 4, pp. 585–594, 2016, doi: 10.1007/s11831-015-9145-0. [SCI]
  11. D. Goyal, C. Mongia, and S. Sehgal, “Applications of Digital Signal Processing in Monitoring Machining Processes and Rotary Components: A Review,” IEEE Sens. J., vol. 21(7), pp. 8780-8804, 2021, doi: 10.1109/JSEN.2021.3050718. [SCI]
  12. A. Choudhary, D. Goyal, and S. S. Letha, “Infrared Thermography based Fault Diagnosis of Induction Motor Bearings using Machine Learning,” IEEE Sens. J., pp. 1–1, Aug. 2020, doi: 10.1109/jsen.2020.3015868. [SCI]
  13. A. Sharma, L. Mathew, S. Chatterji, and D. Goyal, “Artificial intelligence based fault diagnosis for condition monitoring of electric motors,” International Journal of Pattern Recognition and Artificial Intelligence, 2020, doi: https://doi.org/10.1142/S0218001420590430. [SCI]
  14. K. Kumar, D. Goyal, and S. S. Banwait, “Effect of Key Parameters on Fretting Behaviour of Wire Rope: A Review,” Archives of Computational Methods in Engineering, vol. 27, no. 2, pp. 549–561, 2020, doi: 10.1007/s11831-019-09326-y. [SCI]
  15. A. Choudhary, D. Goyal, S. L. Shimi, and A. Akula, “Condition monitoring and fault diagnosis of induction motors: A review,” Archives of Computational Methods in Engineering, vol. 26, no. 4, pp. 1221–1238, 2019. [SCI]
  16. D. K. Patel, D. Goyal, and B. S. Pabla, “Optimization of parameters in cylindrical and surface grinding for improved surface finish,” Royal Society Open Science, vol. 5, no. 5, 2018, doi: 10.1098/rsos.171906. [SCI]
  17. R. K. Dang, S.S. Dhami, D. Goyal, and A. Chauhan, “Effect of TiO2 and CuO based nanolubricants on the static thermal performance of circular journal bearings,” Tribology in Industry, 2021, doi: 10.24874/ti.995.10.20.02 [Scopus]
  18. B. P. Singh, J. Singh, J. Singh, M. bhayana, and D. Goyal, “Experimental investigation of machining nimonic-80A alloy on wire EDM using response surface methodology,” Metal Powder Report, Jan. 2021, doi: 10.1016/J.MPRP.2020.12.001. [Scopus]
  19. I. S. Thakur, V. S. Pandey, P. S. Rao, S. Tyagi, and D. Goyal, “Tribological study of mechanically milled graphite nanoparticles codeposited in electroless Ni-P coatings,” Metal Powder Report, pp. 1–6, 2020, doi: 10.1016/j.mprp.2019.12.001. [Scopus]
  20. V. Kumar, R. Arora, D. Goyal, D. Pal, and S. Sehgal, “Investigations of powder flow patterns in hopper model through discrete element method,” Metal Powder Report, vol. 75, no. 1, pp. 40–47, 2020, doi: 10.1016/j.mprp.2019.04.063. [Scopus]
  21. M. M. Pawade, D. Goyal, and S. S. Banwait, “Evaluation of die-sinking Electric Discharge Machine with Smart Machine Controller,” Metal Powder Report, 2020, doi: 10.1016/j.mprp.2020.02.001. [Scopus]
  22. D. Goyal, A. Chaudhary, R. K. Dang, B. Pabla, and S. Dhami, “Condition monitoring of rotating machines: A review,” World Scientific News, vol. 113, pp. 98–108, 2018. [Scopus]
  23. D. Goyal and B. S. Pabla, “Development of non-contact structural health monitoring system for machine tools,” Journal of Applied Research and Technology, vol. 14, no. 4, pp. 245–258, 2016, doi: 10.1016/j.jart.2016.06.003. [Scopus]
  24. A. Gautam, D. Goyal, and B. S. Pabla, “Development of IIoT based condition monitoring system for rotating machine elements,” International Journal of Scientific and Technology Research, vol. 9, no. 2, pp. 4683–4687, 2020. [Scopus]
  25. L. Bagha, S. Sehgal, A. Thakur, H. Kumar, and D. Goyal, “Low cost joining of SS304-SS304 through microwave hybrid heating without filler-powder,” Engineering Research Express, vol. 1, no. 2, p. 025035, 2019, doi: 10.1088/2631-8695/ab551d. [Scopus]
  26. A. Kumar, D. Goyal, and B. S. Pabla, “Thermal image based fault diagnosis of gears using support vector machines,” International Journal of Innovative Technology and Exploring Engineering, vol. 9, no. 1, pp. 155–160, 2019, doi: 10.35940/ijitee.A3957.119119. [Scopus]
  27. R. Gora, S. S. Dhami, and D. Goyal, “Design optimization of a centrifugal oil cooling blower casing using modal & harmonic analysis,” International Journal of Scientific and Technology Research, vol. 8, no. 11, pp. 3487–3492, 2019. [Scopus]
  28. S. Kaur; and D. Goyal, “WSN: localization concepts and techniques,” International Journal of Technical Innovation in Modern Engineering & Science, vol. 5, no. 4, pp. 1006–1009, 2019. [Scopus]
  29. V. Kumar, D. Goyal, and B. Pabla, “Optimization of face milling process parameters using response surface methodology,” International Journal of Technical Innovation in Modern Engineering & Science, vol. 4, no. 12, pp. 50–57, 2019. [Scopus]
  30. S. Singh, D. Goyal, and B. S. Pabla, “Developments in work holding devices – A Review,” International Journal of Technical Innovation in Modern Engineering & Science, vol. 5, no. 3, pp. 344–348, 2019. [Scopus]
  31. K. Kumar, D. Goyal, and S. Banwait, “Key variables in fretting behaviour of wire rope: A review,” International Journal of Technical Innovation in Modern Engineering & Science, vol. 4, no. 8, pp. 871–875, 2018. [Scopus]
  32. K. Kumar, D. Goyal, and S. Banwait, “Geometric modelling of wire rope,” International Journal of Technical Innovation in Modern Engineering & Science, vol. 4, no. 8, pp. 883–887, 2018. [Scopus]
  33. R. Kumar Dang, R. Dang, N. Goyal, and D. Goyal, “Synergistic Impact of Total Quality Management and Total Productive Maintenance on Manufacturing Performance,” Indian Journal of Science and Technology, vol. 10, no. 24, pp. 1–7, 2017, doi: 10.17485/ijst/2017/v10i24/114616. [Scopus]
  34. D. P. Singh, S. S. Dhami, S. S. Banwait, and D. Goyal, “Performance Comparison of Fixed and Tracking Type Solar Plants,” International Journal of Innovative Technology and Exploring Engineering., vol. 9, no. 9, pp. 612–620, 2020, doi: 10.35940/ijitee.i7284.079920. [Scopus]
  35. N. Goyal, D. Goyal, and R. K. Dang, “Impact of Social Networking on Youth’s Dynamism,” Indian Journal of Science and Technology, vol. 10, no. 14, pp. 1–5, 2017, doi: 10.17485/ijst/2017/v10i14/110844. [Scopus]
  36. D. Goyal, R. K. Dang, S. S. Dhami, and A. Chauhan, “Effect of nanoparticles based lubricants on static thermal behaviour of journal bearings: A review,” Research Journal of Engineering and Technology, vol. 8, no. 2, p. 149, 2017, doi: 10.5958/2321-581x.2017.00023.x.
  37. N. Goyal and D. Goyal, “Cyber-crime in the society: Security issues, preventions and challenges,” Research Journal of Engineering and Technology, vol. 8, no. 2, p. 73, 2017, doi: 10.5958/2321-581x.2017.00012.5.
  38. N. Goyal and D. Goyal, “Need of a value education system in today’s world,” Indian Society for Technical Education, vol. 40, no. 2, pp. 1–6, 2017.
  39. G. Kaur, D. Goyal, and R. K. Dang, “Feature based comparison of text based image retrieval and context based image retrieval images,” Asian Journal of Engineering and Applied Technology, vol. 7, no. S2, pp. 6–11, 2018.
  40. N. Goyal and D. Goyal, “Impact of E-Commerce in India: Issues & Challenges,” International Journal of Advanced Research in Computer Science, vol. 7, no. 6, 2016.
  41. N. Goyal and D. Goyal, “The work of Indian legend Chanakya in context with the modern management,” Asian Journal of Management, vol. 8, no. 3, p. 424, 2017, doi: 10.5958/2321-5763.2017.00067.1.
  42. N. Goyal and D. Goyal, “Cloud Computing in Educational Research,” International Journal of Recent Engineering Research and Development (IJRERD), vol. 1, no. 2, pp. 1-5, 2016.
  43. D. Goyal, S. K. Mittal, A. Choudhary, and R. K. Dang, “Graphene: A two dimensional super material for sensor applications,” Materials Today: Proceedings, vol. 43, pp. 203–208, Jan. 2021, doi: 10.1016/J.MATPR.2020.11.637.
  44. C. Mongia, D. Goyal, and S. Sehgal, “Vibration response-based condition monitoring and fault diagnosis of rotary machinery,” Materials Today: Proceedings, May 2021, doi: 10.1016/J.MATPR.2021.04.395.
  45. A. Anjali, J. K. Sandhu, and D. Goyal, “User profiling in travel recommender system using hybridization and collaborative method,” Proceedings – IEEE 2021 International Conference on Computing, Communication, and Intelligent Systems, ICCCIS 2021, pp. 143–148, Feb. 2021, doi: 10.1109/ICCCIS51004.2021.9397099.
  46. A. Tinna, N. Parmar, S. Bagla, D. Goyal, and V. Senthil, “Design and development of capacitance based moisture measurement for grains,” Materials Today: Proceedings, vol. 43, pp. 263–267, Jan. 2021, doi: 10.1016/J.MATPR.2020.11.657.
  47. S. Kumar, D. Goyal, and S. S. S. Banwait, “Development of low cost programmable indexing head for horizontal milling machine,” in 2017 IEEE International Conference on Mechatronics and Automation (ICMA), 2017, pp. 2028–2033, doi: 10.1109/ICMA.2017.8016130.
  48. A. Arora, D. Saluja, N. Parmar, D. Goyal, and V. Senthil, “Automatic number plate detection and un-manned challan generation for the odd/even rules in Delhi,” Materials Today: Proceedings, vol. 43, pp. 231–236, Jan. 2021, doi: 10.1016/J.MATPR.2020.11.650.
  49. R. K. Dang, D. Goyal, A. Chauhan, and S. S. Dhami, “Effect of non-Newtonian lubricants on static and dynamic characteristics of journal bearings,” in Materials Today: Proceedings, Jan. 2020, vol. 28, pp. 1345–1349, doi: 10.1016/j.matpr.2020.04.727.
  50. V. Kumar, M. Mittal, D. Goyal, T. Goyal, R. K. Dang, and S. Bahl, “Mechanical and microstructural behaviour of weldment of two low alloy steels using MIG,” Materials Today: Proceedings, vol. 45, pp. 5303–5307, Jan. 2021, doi: 10.1016/J.MATPR.2021.01.902.
  51. R. Rampal, T. Goyal, D. Goyal, M. Mittal, R. K. Dang, and S. Bahl, “Magneto-rheological abrasive finishing (MAF) of soft material using abrasives,” Materials Today: Proceedings, vol. 45, pp. 5114–5121, Jan. 2021, doi: 10.1016/J.MATPR.2021.01.629.
  52. A. Saini, D. Goyal, S. S. Dhami, B. S. Pabla, and others, “Prediction of multi-response parameters in material removal processes using soft computing—A review,” Proceedings of IEEE conference on Advances in Computing, Communication, & Automation (ICACCA)(Spring), 2016, pp. 1–6.
  53. Vanraj, D.  Goyal, A. Saini, S. S. S. Dhami, and B. B. S. Pabla, “Intelligent predictive maintenance of dynamic systems using condition monitoring and signal processing techniques – A review”, Proceedings of IEEE conference on Advances in Computing, Communication, & Automation (ICACCA)(Spring), 2016, doi: 10.1109/ICACCA.2016.7578870.
  54. S. Kumar, D. Goyal, and S. S. Dhami, “Statistical and frequency analysis of acoustic signals for condition monitoring of ball bearing,” Materials Today: Proceedings, vol. 5, no. 2, pp. 5186–5194, 2018, doi: 10.1016/j.matpr.2017.12.100
  55. S. Kumar, D. Goyal, R. K. Dang, S. S. Dhami, and B. S. Pabla, “Condition based maintenance of bearings and gears for fault detection-A review,” Materials Today: Proceedings, vol. 5, no. 2, pp. 6128–6137, 2018, doi: 10.1016/j.matpr.2017.12.219.
  56. A. Sharma, S. Sehgal, and D. Goyal, “Effects of process parameters in joining of Inconel-625 alloy through microwave hybrid heating,” in Materials Today: Proceedings, Jan. 2020, vol. 28, pp. 1323–1327, doi: 10.1016/j.matpr.2020.04.590.
  57. S. K. Mittal, D. Goyal, A. Chauhan, and R. K. Dang, “Graphene nanoparticles: The super material of future,” in Materials Today: Proceedings, Jan. 2020, vol. 28, pp. 1290–1294, doi: 10.1016/j.matpr.2020.04.260.
  58. D. Goyal, A. Chaudhary, R. K. Dang, B. S. Pabla, and S. S. Dhami, “Condition monitoring of rotating machines: A review,” in International Conference on Frontiers of Science & Technology, 2018.
  59. D. Goyal and R.K. Dang, “Infrared thermography for condition monitoring of induction motor bearings,” in Advancements and Futuristic Trends in Mechanical and Materials Engineering (AFTMME), 2018.
  60. D. Goyal and R. K. Dang, “Maximum power point tracking techniques for hybrid renewable energy system: A review,” in Advancements and Futuristic Trends in Mechanical and Materials Engineering (AFTMME), 2018.
  61. D. Goyal and R.K. Dang, “Influence of nanoparticles based lubricants on tribological performance of journal bearings,” in Advancements and Futuristic Trends in Mechanical and Materials Engineering (AFTMME), 2018.
  62. G. Kaur, D. Goyal, and R. K. Dang, “Feature based comparison of text based image retrieval and context based image retrieval images,” in Advancements and Futuristic Trends in Mechanical and Materials Engineering (AFTMME), 2018.
  63. R. Kashkari, N. Rathi, S. Satya, T. Chaudhary, S. Sehgal, H. Kumar, and D. Goyal., “Fabrication and analysis of glass fiber composites with varying fiber to resin ratio,” in 7th International Conference on Advancements in Engineering & Technology (ICAET), 2019, pp. 251–255, doi: 10.1017/CBO9781107415324.004.

BOOKS:

  1. N. Goyal and D. Goyal, Information System Analysis and Design. Kalyani Publishers, 2016.

BOOK CHAPTERS:

  1. K. Lachhwani, N. Jha, D. Goyal, A. Dwivedi, and R. K. Dang, “Optimization Model in Sustainable Development: Multiobjective Programming Approach,” Lecture Notes in Civil Engineering, vol. 113, pp. 133–141, 2021, doi: 10.1007/978-981-15-9554-7_12.
  2. Lachhwani, K., Dwivedi, A. and Goyal, D., 2017. Feasibility of Lingo Software for Bi-Level Programming Problems (BLPPs): A Study. In Proceedings of Sixth International Conference on Soft Computing for Problem Solving (pp. 343-346). Springer, Singapore.
  3. N. Goyal, and D. Goyal, “Exploring E-waste Management: Strategies and Implications”, In Handbook of Solid Waste Management. Sustainability through Circular Economy, Springer.
  4. S. Kumar, P. Singh, S. Sehgal, H. Kansal, N. Aggarwal, N. Singh, S. Goyal, D. Goyal, “Application of Industrial Internet of Things for Online Monitoring of Bearings,” Lecture Notes in Mechanical Engineering, pp. 333–342, 2020, doi: 10.1007/978-981-15-1071-7_28.
  5. A. Choudhary, S. Jamwal, D. Goyal, R. K. Dang, and S. Sehgal, “Condition Monitoring of Induction Motor Using Internet of Things (IoT),” Lecture Notes in Mechanical Engineering, pp. 353–365, 2020, doi: 10.1007/978-981-15-1071-7_30.
  6. D. Kumar et al., “Application of Industrial Internet of Things for Online Monitoring of Bearings,” in Lecture Notes in Mechanical Engineering, 2020, pp. 333–342, doi: 10.1007/978-981-15-1071-7_28.
  7. S. Singh, S. Bahl, S. Trehan, D. Goyal, and A. K. Bagha, “Prediction of Thermal Aspects for Brass Material-Based Natural Convection Heat Transfer System by Using Adaptive Neuro-fuzzy Inference System,” Lecture Notes in Mechanical Engineering, vol. 52, pp. 807–815, 2021, doi: 10.1007/978-981-33-4795-3_74.
  8. A. Saini, Vanraj, D. Goyal, B. S. Pabla, and S. S. Dhami, “Intelligent tool wear monitoring in machining ti6al4v alloy using support vector machines,” in Communication and Computing Systems – Proceedings of the International Conference on Communication and Computing Systems, ICCCS 2016, 2017, pp. 499–505, doi: 10.1201/9781315364094-90
  9. Vanraj, A. Saini, Goyal, S. S. Dhami, and B. S. Pabla, “Sound emission based sensor location optimization in fixed axis gearbox using support vector machines,” in Communication and Computing Systems – Proceedings of the International Conference on Communication and Computing Systems, ICCCS 2016, 2017, pp. 867–872, doi: 10.1201/9781315364094-156.
  10. D. Goyal and N. Goyal, “Role of information and communication technologies in transforming teaching and learning environments,” Utilizing educational data mining techniques for improved learning: Emerging research and opportunities, pp. 1–12, 2019, doi: 10.4018/978-1-7998-0010-1.ch001.

 

ASSOCIATION WITH JOURNALS:

  1. Reviewer, ASME Journal of Vibration and Acoustics
  2. Reviewer, IEEE Transactions on Instrumentation & Measurement
  3. Reviewer, IEEE Transactions on Industrial Electronics
  4. Reviewer, IEEE Access
  5. Reviewer, IEEE Sensors Journal
  6. Reviewer, Applied Acoustics – Elsevier
  7. Reviewer, Measurement – Elsevier
  8. Reviewer, IET Science Measurement & Technology
  9. Reviewer, Mechanical Systems & Signal Processing – Elsevier
  10. Reviewer, Structural Health Monitoring – Sage
  11. Reviewer, Journal of Mechanical Science & Technology, Springer
  12. Reviewer, International Journal of Acoustics and Vibration
  13. Reviewer, Shock and Vibration, Hindawi
  14. Reviewer, Electronics Letters, IET
  15. Reviewer, International Journal of Pattern Recognition and Artificial Intelligence
  16. Reviewer, Earthquake Engineering and Engineering Vibration, Springer
  17. Reviewer, Part B: Journal of Engineering Manufacture – Sage
  18. Reviewer, Part C: Journal of Mechanical Engineering Science – Sage
  19. Reviewer, Shock and Vibration – Hindawi
  20. Reviewer, Journal of Experimental and Theoretical Artificial Intelligence, Taylor and Francis
  21. Reviewer, Mechanism and Machine Theory, Elsevier
  22. Reviewer, Journal of Quality in Maintenance Engineering, Emerald Insight
  23. Reviewer, Tribology in Industry
  24. Reviewer, International Journal of System Assurance Engineering and Management,  Springer
  25. Reviewer, ICT Express
  26. Reviewer, Engineering & Technology Reference, IET
  27. Editorial board member, Frontiers of Mechatronical Engineering, EnPress Publisher, USA
  28. Editorial board member, Electronics Science Technology and Application, Universe Scientific Publishing Pte Ltd, Singapore
  29. Editorial board member, Insight – Energy Science
  30. Editorial board member, Big Data and Cloud Innovation Editorial Office, Whioce Publishing Pte Ltd, Singapore
  31. Editorial board member, American Journal of Mechanical and Industrial Engineering, Science Publishing Group, USA.