Machine Intelligence Research Labs (MIR Labs) - Global Network for Innovation and Research Excellence

Dr. Pardeep Singla
Asia Pacific Institute of Information Technology, Panipat, Panipat
PhD Student
Personal Web Site: https://orcid.org/0000-0002-9304-0137
Main page: http://www.mirlabs.net/global/index.php?c=main&a=person&id=1055
Short Biography
Dr. Pardeep Singla received the B.E. and M.Tech. degree in electronics and communication engineering from Maharishi Dayanand University, Rohtak, India, in 2008 and 2012. He received his Ph.D. degree in the Department of Electronics and Communication Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Sonipat, India in 2023. He is serving as Program Coordinator and Assistant Professor at the Asia-Pacific Institute of Information Technology, Panipat India. He has published several research papers in reputed SCI-indexed, and SCOPUS-indexed journals (Taylor and Francis, Springer, etc.). He is also serving as a reviewer of various reputed SCI-indexed journals from reputed publishers like Springer, Elsevier, etc. His research interests include solar and wind forecasting, Deep learning, and Signal processing techniques.
List of top 5 publications in the last 5 years
1) An integrated framework of robust local mean decomposition and bidirectional long short-term memory to forecast solar irradiance. 2) A dual decomposition with error correction strategy based improved hybrid deep learning model to forecast solar irradiance 3) A Hybrid Solar Irradiance Forecasting Using Full Wavelet Packet Decomposition and Bi-Directional Long Short-Term Memory (BiLSTM). 4) An ensemble method to forecast 24-h ahead solar irradiance using wavelet decomposition and BiLSTM deep learning network 5) A comprehensive review and analysis of solar forecasting techniques
List of top 5 academic activities during the last 5 years
1) Working as Vice-President of the Institute Innovation Council (Ministry of Education Initiative, India) of APIIT SD India, Panipat. 2) Working as Patron of National Digital Library of India (NDLI) club of APIIT SD India, Panipat. 3) Working as Mentor-for –Change for ATL Labs by NITI Ayog, Govt. of India. 4) Working as SPoC of Swayam/NPTEL (MOOC) courses (A Project of Ministry of Education, India) for APIIT Panipat. 5) Drafted the syllabus of B.Tech- AI & ML (III & IV semester) for Engineering/ Affiliated colleges of Kurukshetra University, Kurukshetra.