Dr. Neeraj Kumar
Associate Professor
Department of Electrical and Electronics Engineering
Bharatividyapeeth's College of Engineering, New Delhi
E-mail: neeraj.kumar@bharatividyapeeth.edu
Office Phone: 011 25278443 Extn.: 278
Associate Professor
Department of Electrical and Electronics Engineering
Bharatividyapeeth's College of Engineering, New Delhi
E-mail: neeraj.kumar@bharatividyapeeth.edu
Office Phone: 011 25278443 Extn.: 278
PROFESSIONAL QUALIFICATION
QUALIFICATION (in order by latest): Ph.D, M. Tech, B.Tech.
AREA OF SPECIALISATION: Energy Forecasting, Application of ML in Renewable Energy
WORK EXPERIENCE: 12 + Years
SUBJECTS TAUGHT: 1. Electrical Technology
2. Electronic Devices
3. Analog Electronics – I
4. Analog Electronics – II
5. Renewable Energy Resources
6. Power System Operation and Control
PUBLICATION (Total - 40)
In refereed journal
1. Shalabh K. Mishra1, Neeraj Kumar2, Nawnit Kumar3, Neelu Nagpal4, Lakshmi D5, Neha Agarwal6, Saurabh Agarwal7, “Efficient Design of Tunable VFOD and VFOI for Narrowband Applications” accepted for publication in Journal of Power Electronics (SCIE, IF 1.3).
2. Neeraj Kumar, Madan Mohan Tripathi, Saket Gupta, Majed A. Aloteibi, Hasmat Malik, Asyraf Aftanorhan “ Study of potential impact of wind energy on electricity price using regression techniques” in Sustainability, Vol 15, Issue 19, 14448, ISSN: 2071-1050 Doi: 10.3390/su151914448. (SCIE, IF 3.9).
3. Rachna Pathak, Arnav Wadhwa, Poras Khetarpal, Neeraj Kumar “Comparative investigation of regression methods for wind power forecasting” IETE Journal of Research 2021,Vol 69(3). PP 1393-1402, ISSN: 0974-780X, DOI: 10.1080/03772063.2020.1869591(SCIE, IF 1.3)
4. Neeraj Kumar, M.M. Tripathi “Investigation on effect of solar energy generation on electricity price forecasting” Journal of Intelligence and Fuzzy System 2021, vol. 42. Issue 2, pp 1185 -1197, ISSN 1875-8967, DOI:10.3233/JIFS-189781 (SCIE, IF 1.7).
5. Kumar, N., Tripathi, M.M. “Design of a Novel Solar Energy Market Model for Indian Scenario”. J. Electr. Eng. Technol. (2021),vol 16, pp 2783- 2792, ISSN 2093-7423https://doi.org/10.1007/s42835-021-00802-9 (SCIE, IF 1.6).
6. Sumit Mishra, Neeraj kumar “Insincere Questions Classification using CNN with increased Vocabulary Coverage of GloVe Embedding” in Journal of The Institution of Engineers (India): Series B 2023, Vol 104, PP 387 – 394, ISSN: 2250-2106 DOI: 10.1007/s40031-023-00858-3 (SCOPUS)
7. Neeraj Kumar, M.M.Tripathi “ Solar Power Trading Models for Restructured Electricity Market in India” Asian Journal of Water, Environment and Pollution (AJWEP),IOS Press 2020, ISSN 1875-8568 ,Vol. 17, Issue 2, pp 49 -54, DOI : 10.3233/AJW20002. (SCOPUS)
8. K. Sudha, Neeraj Kumar, Poras Khetarpal “GA-ANN Hybrid approach for load forecasting” Journal of Statistics and Management System (JSMS), ISSN: 2169-0014Taylor and Francis 2020 Volume 23(1), pp 135 – 144. DOI:10.1080/09720510.2020.1714155.(ESCI)
9. Kusum Tharani, Neeraj Kumar, Vishal Srivastava, Sakshi Mishra & M.Pratyush Jayachnadran “Machine learning models for renewable energy forecasting” Journal of Statistics and Management System (JSMS), Taylor and Francis 2020, ISSN: 2169-0014,Volume 23(1), pp 171 – 180. DOI :10.1080/09720510.2020.1721636 (ESCI)
10. Akash Sharma, Neeraj Kumar, Ayush Kumar, Karan Dikshit, Kusum Tharani, Bharat Singh “Comparative investigation of machine learning algorithm for detection of epileptic seizures” Intelligent decision Technologies: An International Journal, 2021, ISSN:1875-8843,Vol 15, issue 2, pp 269 – 279, DOI: 10.3233/IDT-200091 (ESCI)
11. Aditya Choudhary, Akash Sharma, Ayush Kumar, Karan Dikshit, Neeraj Kumar “Short term wind power forecasting using machine learning techniques” Journal of Statistics and Management system(JSMS), Taylor and Francis 2020,ISSN: 2169-0014 Volume 23(1), pp 145 – 156. DOI :10.1080/09720510.2020.1721632.(ESCI)
12. Poras Khetarpal,, K. Sudha,Neeraj Kumar, Ruchi Sharma and Akarsh Sood “ LabVIEW based Application Software for GPS Radiosonde System” Journal of Information and Optimization Sciences(JIOS), 2019 Taylor and Francis volume 40 (3),pp. 413 – 426,ISSN:2169-01032019: 413 – 426 . DOI: 10.1080/02522667.2019.1580882.(ESCI)
13. I Akhil, Neeraj Kumar, Amit kumar, Anurag Sharma, Manan Kaushik “State of Charge Estimation using Different Machine Learning Techniques” 2022, Journal of information and optimization Sciences, ISSN:2169-0103, Vol 43, issue 1, pp 1 – 5, Doi:10.1080/02522667.2022.2042091. (ESCI)
14. Rahul Mahaseth, Neeraj Kumar, Ayush Aggarwal, Anshul Tayal, Amit Kumar, Rajat Gupta “short term wind power forecasting using KNN” 2022 Journal of information and optimization sciences, vol. 43, issue 1, pp 251-257, Doi:10.1080/02522667.2022.2042093. (ESCI)
15. Siddhant Jha, Neeraj Kumar, Parinika Singh, Sahil Lamba, Riya Sharma, Bharat singh “Design and control of Electric Vehicle using homer” 2022, Journal of information and optimization sciences,ISSN: 2169-0103, vol 43. Issue 3,pp 571 -577.Doi:10.1080/02522667.2022.2042094 (ESCI)
16. Kunal Gupta, Neeraj Kumar, Rishabh singh, K.sudha, Saransh panjarath, Devanshi Tegwal “Smart temperature measurement for pharmaceutical industry” 2022, Journal of information and optimization sciences,vol. 43, issue 1, pp 579-585Doi:10.1080/02522667.2022.2046331. (ESCI)
17. Neeraj Kumar, Sudha K. Kusum Tharani “Wind power prediction analysis using ANFIS, GA-ANFIS and PSO – ANFIS” 2022, Journal of information and optimization sciences, vol. 43, issue 3pp 481-486. Doi: 10.1080/02522667.2022.2054997. (ESCI)
18. K sudha, Neeraj Kumar “Real time driver fatigue surveillance system using machine learning” 2022, Journal of information and optimization sciences, vol. 43, issue 1, pp 239 – 244, Doi:10.1080/02522667.2022.2044002. (ESCI)
19. Bharat Singh, Ankur Chowdhury, Akash Kumar Dixit, Vishal Mishra, Ankur Jain, Neeraj Kumar “Investigation on electric vehicle motor challenges, solutions and control strategies” 2022, Journal of information and optimization sciences, vol. 43, issue 1, pp 185 – 191, Doi 10.1080/02522667.2022.2039466. (ESCI)
Peer reviewed Journal
20. Kushank Singh, Karan Tyagi, Rohit Raman, Ashutosh Negi, Neeraj Kumar “Smart Braking System in Electric Vehicle” International Journal of Emerging Technology and Advanced Engineering, Volume 10, Issue 5, May 2020, ISSN 2250 – 2459.DOI: https://ijetae.com/files/Volume10Issue5/IJETAE_0520_03.pdf
21. Nikita Rai, Aditi singh, Neeraj Kumar “Annotated Bibilography on Biomass Energy” In Research and Reviews: A Journal of Life Sciences.2018 Volume 8, Issue 3, 91 – 96pp. ISSN: 2249 – 8656(online), ISSN: 2348 – 9545 (Print).Doi: 10.37591/rrjols.v8i3.1450
22. Neeraj Kumar, Lovish Harjai, Sanya Gujral, Mansi Mohapatra “Energy Management of Microgrid: Review of State of the art” In Research and Review:A Journal of Physics. 2018 Volume 7, Issue 3: 66 – 72 pp. ISSN: 2278 – 2265 (online), ISSN: 2347 – 9573 (Print).
24. Neeraj Kumar, Apoorva Jain, Shalini Sati, Kushagra Kapoor, Pratham Garg. Prediction of Air Quality Index (AQI). Journal of Electronic Design Technology. 2020; 11(2): 28–34p. doi.org/10.37591/joedt.v11i2.4165
25. Neeraj Kumar, Sumit Mishra, Ashutosh Dubey, Abhishek Dhiman, Tanmay Baweja. Wind Speed Forecasting. Recent Trends in Electronics & Communication Systems. 2020; 7(2): 13–17p.doi.org/10.37591/rtecs.v7i2.4288.
26. Anuj Singh, Flansha Jain, Mr. Neeraj Kumar, Karan, Shreyanshu Kumar Jena. Smart Helmet for Two Wheelers. Journal of Instrumentation Technology & Innovations. 2020; 10(1): 24–29p. DoI:
International/National Conference
27. Neeraj Kumar, M.M. Tripathi “Impact analysis of wind energy on electricity price using Deep Neural Network” 2021 8th international conference on computing for sustainable global development, Indiacom-2021, Delhi, Electronic ISBN:978-93-80544-43-4 DOI: 10.1109/INDIACom51348.2021.00026. Added to IEEE Xplore: 03 June 2021.
28. Neeraj Kumar, M. M. Tripathi “Evaluation of Effectiveness of ANN for feature selection based Electricity Price Forecasting” 2017 IEEE International Conference on Emerging Trends in Computing and Communication Technologies (ICETCCT), Dehradun doi: 10.1109/ICETCCT.2017.8280298, Electronic ISBN: 978-1-5386-1147-0.
29. Mohit singh Dhaka, Poras Khetarpal, Neeraj Kumar “Support Vector Machine based sub classification of arrhythmia using ECG signal” in proceeding of 1st Elsevier International Conference on Advances in Electronics, Electrical and computational intelligence (ICAEEC 2019).DOI: https://ssrn.com/abstract=3577658
30. Kumar.N; Budhiraja.S; Sharma.P; Hari.N; Sahi.D.,“An innovative technique of Electricity Generation and Washing Machine Application using Treadmill” 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), Delhi, 2016, pp.1-5.doi: 10.1109/ICPEICES.2016.7853524 Electronic ISBN: 978-1-4673-8587-9.
31. Neeraj Kumar, Rajat Singh, Hemant Goel, Nitesh Sharma “Implementation of Regression and ANN for Short Term Load Forecasting of SLDC, Delhi” 2017 IEEE 3rd International Conference on Nanotechnology for Instrumentation and Measurement workshop (NANOfIM), Greater Noida(Accepted)
32. Poras Khetarpal, Abhijeet Bhardwaj, Neeraj Kumar “Gesture Controlled On Screen Key Pad Locks using MATLAB” 2017 IEEE 3rd International Conference on Nanotechnology for Instrumentation and Measurement workshop (NANOfIM), Greater Noida(Accepted)
33. Neeraj Kumar, Nikita Rai, Aditi singh, Poras Khetarpal“Comparative Assessment of ANN and ANFIS for Short Term Solar Power Forecasting” 2018 IEEE 5th International Conference on computing for Sustainable Global Development (INDIACOM) Delhi (Accepted)
34. Neeraj Kumar, Aditi singh, Nikita Rai “Performance Exploration of ANN, ANFIS and SVR for Wind Power Forecasting” 2018 IEEE 5th International Conference on computing for Sustainable Global Development (INDIACOM) Delhi (Accepted)
35. Neeraj Kumar,Sonali Singh,Soma Deb “Implementation of AI for Mitigating Commutation Failure In HVDC System” In Power Electronics Application to Power Systems(PEAPS)19-20th Nov 2011.
Book Chapter
36. Neeraj Kumar, Sumit Mishra, Tanmay Baweja, Ashutosh Dubey, Abhishek Dhiman “Time series forecasting for electricity consumption using ML and DL algorithms”, control and measurement applications for smart grid, 2022 LNEE,ISBN 978-981-16-7664-2, Vol 822, pp 255 – 269,Doi: 10.1007/978-981-16-7664-2_21.
37. Neeraj Kumar, Apoorva Jain, Shalini Shati, Kushagra Kapoor, Pratham Grag “A comparison of machine learning algorithms for short term load forecasting”control and measurement applications for smart grid, 2022 LNEE Vol 822, pp 271 – 278, Doi: 10.1007/978-981-16-7664-2_22.
38. Neeraj Kumar, Nikita Rai, Aditi Singh, Nihal Chauhan “Investigation on short term wind power forecasting using ANN and ANN – PSO”Applications of Computing, Automation and Wireless Systems in Electrical Engineering, 2019 Volume 553, pp 1103-1116, ISBN: 978-981-13-6771-7Springer (SCOPUS Indexed). DOI:10.1007/978-981-13-6772-4_96
39. Poras Khetarpal, Neeraj Kumar, Nikita Rai “Real Time Static Hand Gesture Recognition Using MATLAB”Applications of Computing, Automation and Wireless Systems in Electrical Engineering, 2019 Volume 553, pp 1149-1158, Springer DOI 10.1007/978-981-13-6772-4_100
40. Akash Sharma, Neeraj Kumar, Ayush Kumar, Karan Dikshit, Aditya Chaudhary, Bharat Singh “Comparative Investigation of Machine Learning Algorithms for Wind Power Forecasting” Innovations in Cyber Physical Systems, 2020 Volume 788, pp 513 – 522. ISBN:978-981-16-4148-0DOI: 10.1007/978-981-16-4149-7_46.
Patents Published
1. Auto fire extinguishing suit (application number: 202211014016). (Utility Patent)
ATTENDED WORKSHOP/FDP/STTP
1. Participated in one week online Faculty Development Programme on “Power Quality and Reactive Power Management” from 06th -10th July 2020, Conducted by Delhi Technological University, Delhi
2. Participated in one week online Workshop on “Practical Learning through Virtual Labs” from 20th – 24th July 2020, Conducted by Institute of Engineering and Technology Dr Ram Manohar Lohia Avadh University, Ayodhya Uttar Pradesh
3. Paticipated in One Week online short term course on “Power system Restructuring and Renewable Energy Integration 2.O” from 13th -17th July 2020, Conducted by Electrical and Electronics Engineering Department, Bharati Vidyapeeth’s College of Engineering, New Delhi
4. Participated in One week Faculty Development Programme on “Electric Vehicles: New Trends and Technologies” from 22nd – 26th June 2020, Conducted by ABES Engineering College, Ghaziabad, Uttar Pradesh.
5. Participated in two week Faculty Development Programme on “Emerging Research trends in CS and IT” from 13th – 24th May 2019, Conducted by Bharati Vidyapeeth’s Institute of Computers Application and Management, Delhi.
6. Attended one day IEEE Authorship Workshop - India on “How to publish a Technical paper with IEEE” conducted by Jawahar Lal University, Delhi on 13th September 2019
7. Participated in the one week Short Term Course on “Electric Transportation” from 20th – 24th August 2018, conducted by Electrical Engineering Department, Delhi Technological University, Delhi
8. Attended one week FDP on “Engineering Applications of Machine Learning” from 23rd – 27th July 2018, Conducted by Instrumentation and Control Engineering Department, Bharati Vidyapeeth’s College of Engineering, New Delhi.
9. Attended one week Short Term Course on “Power System Restructuring and Renewable Energy Integration” from 16th – 20th July 2018 , conducted by Electrical and Electronics Engineering Department, Bharati Vidyapeeth’s College of Engineering, New Delhi
10. Attended one day Workshop on “Patent Filing Procedure” jointly conducted by Rajiv Gandhi National Institute of Intellectual Property Management (RGNIIPM), Nagpur and Delhi Technological University, Delhi on 28th May 2018
11. Attended one week TEQIP –III Sponsored FDP on “Emerging Trends in Internet of Things (IOT) and Cyber Security applications in Smart Grid” from March 12 – 16, 2018 at Delhi Technological University, Delhi.
12. Attended one week FDP on “MATLAB & LABVIEW with its Hardware Interface” through ICT conducted by Applied science department NITTTR Chandigarh from 29thJan - 2nd Feb 2018.
13. Attended one week FDP on “Advances in soft computing Techniques for solving Engineering Applications” at Netaji Subhash Institute of Technology, Delhi from 17th to 21st July 2017.
14. Attended one week FDP on “Optical fiber, potential and applications” through ICT conducted by Applied science department NITTTR Chandigarh from 18th- 22nd December 2017.
15. Attended one week FDP on “Energy, Environment and Sustainable Development” through ICT conducted by Electrical Engineering Department NITTTR Chandigarh from 24th- 28th July 2017.
16. Attended Training program on “Embedded Software Engineer Job Role” Organized by Department of Electrical and Electronics Engineering, BVCOE, New Delhi from May , 16- 21, 2016.
17. Attended Faculty Development Program on “Envisioning Entrepreneurship and Novel research Methodology” held on 20th- 21st Sep 2013 at BVCOE, New Delhi.
18. Attended one Week TEQIP sponsored Short Term Training Program on “Power Quality in Deregulated Power System with MATLAB Applications” from 15th – 19th July 2013 at NIT Hamirpur, Himachal Pradesh.
19. Attended and member of organizing committee of National conference on “Recent Trends in Energy System and Control” held during 15th -16th March 2013 at National Institute of Technology, Kurukshetra.
20. Participated in a Two-day ISTE Workshop on “Akash for Education” conducted by Indian Institute of Technology, Bombay on 10th-11th November 2012.
21. Participated in Short Term Training Programme on “MATLAB Fundamentals & Applications” from 13th -15th July 2011 at Gautam Buddha University, Greater Noida, U.P.
AWARDS AND ACHIEVEMENTS
1. Recipient of best researcher award for academic year 2020 – 2021 and 2023 - 2024 at Bharati Vidyapeeth’s College of Engineering, New Delhi for publishing paper in SCI Journals.
Co-curricular:
1. Organizing member of 2nd International Conference of REPSI 2020 at Bharati Vidyapeeth’s College of Engineering, N. Delhi.
2. Organizing member of 1st International Conference of REPSI 2018 at Bharati Vidyapeeth’s College of Engineering, N. Delhi.
3. Coordinated several Industrial Visits of Electrical Engineering Students at Bharati Vidyapeeth’s College of Engineering.
4. Convenor of one week Short term course on “Power system restructuring and renewable energy resources” from 16th July – 20th July, at Bharati Vidyapeeth’s College of Engineering, New Delhi.
EXPERT LECTURE
1. Delivered a session in “Comprehensive Hands-on Skilling Program On Electrical and Electronics Engineering Laboratories” from 16th – 30th 2018 at Bharati Vidyapeeth’s College of Engineering, New Delhi.
SOFTWARE AND COMPUTER SKILLS
1. MATLAB, ETAP, PSIM, Visio, MS office proficient, Orcad PSPICE, Python.
SUBJECTS TAUGHT
1. Electrical Technology
2. Electronic Devices
3. Analog Electronics – I
4. Analog Electronics – II
5. Renewable Energy Resources
6. Power System Operation and Control
ADMISTRTAIVE RESPONSIBLITIES
Faculty Incharge of Alumni cell since 2018
Editor of college annual magazine "Yaadgaar"
Departmental member of social media cell.
Departmental member of Finance committee.
Class advisor of EEE second year
Lab Incharge of Electronics-I & II Lab
OTHER PROFESSIONAL ACTIVITIES
1. Reviewer for Springer Journal.
2. Reviewer for International Conferences.