faculty-profile

Mr. Madderla Chiranjeevi

info

Assistant Professor

Computer Science & Artificial Intelligence

National Institute of Technology Karnataka

4.5

Reading Books, Singing songs

Time series forecasting, Machine Learning, Deep Learning

Mail: m.chiranjeevi@sru.edu.in

Educational
Qualifications
(From Highest)

2025

Ph.D in Electrical Engineering from National Institute of Technology Karnataka Surathakal

2014

M.Tech in Electrical Engineering from JNTU Kakinada

2012

B.Tech in Electrical Engineering from JNTU Kakinada

Student
Supervision

Ph.D

PG

UG

Key Publications

Chiranjeevi, M., Madyastha, A., Maurya, A. K., Moger, T., & Jena, D. (2024). Solar irradiation forecast enhancement using clustering based CNN-BiLSTM-attention hybrid architecture with PSO. International Journal of Ambient Energy, 45(1). https://doi.org/10.1080/01430750.2024.2414924

M. Chiranjeevi, T. Moger and D. Jena, "Advancements in Machine Learning and Deep Learning Techniques for Solar Power Forecasting: A Comprehensive Review", in International Journal of Renewable Energy Research (IJRER) 2024

M. Chiranjeevi, S. Karlamangal, T. Moger and D. Jena, "Solar Irradiation Prediction Hybrid Framework Using Regularized Convolutional BiLSTM-Based Autoencoder Approach," in IEEE Access, vol. 11, pp. 131362-131375, 2023, doi: 10.1109/ACCESS.2023.3330223.

M. Chiranjeevi, S. Karlamangal, T. Moger and D. Jena, "Solar Irradiation Forecast Enhancement Using Hybrid Architecture," 2023 5th International Conference on Energy, Power and Environment: Towards Flexible Green Energy Technologies (ICEPE), Shillong, India, 2023, pp. 1-6, doi: 10.1109/ICEPE57949.2023.10201489.

M. Chiranjeevi, S. Karlamangal, T. Moger, D. Jena and A. Agarwal, "Preprocessing Techniques of Solar Irradiation Data," 2023 IEEE Renewable Energy and Sustainable E-Mobility Conference (RESEM), Bhopal, India, 2023, pp. 1-6, doi: 10.1109/RESEM57584.2023.10236100.

Ranganadh, A., Chiranjeevi, M. (2020). An Innovative Multi-input Boost Chopper for HEV. In: Saini, H., Srinivas, T., Vinod Kumar, D., Chandragupta Mauryan, K. (eds) Innovations in Electrical and Electronics Engineering. Lecture Notes in Electrical Engineering, vol 626. Springer, Singapore. https://doi.org/10.1007/978-981-15-2256-7_15

M. Chiranjeevi and V. S. G. Lakshmi, “Design of PSO based Fractional order Load Frequency controller for two area power system,” Journal of Electrical and Electronics Engineering (IOSR-JEEE), vol. 9, no. 6, pp. 67-74, 2014, https://doi.org/10.9790/1676-09626774.