Gowri Shankar Manivannan, S. Rajanna, B. A. Swathy, K. Yaraddi, N. L. Varaprasad and K. R. Rakshith, "Performance Analysis of Lithium-Ion Battery Discharge Voltage Prediction using Window based LSTM with Gradient Boosting Residual Learning," 2026 International Conference on Computer Networks and Inventive Communication Technologies (ICCNCT), Erode, India, 2026, pp. 179-183, doi: 10.1109/ICCNCT68477.2026.11590057.

Gowri Shankar Manivannan; Swathy B A; Rajanna S; Nayana K V; Rohan H V; Sampath H J, "Comparative Framework for Multi Industry Electrical Load Pattern Analysis Based on Time Domain Statistical and Discrete Wavelet Transform Energy Features," 2026 International Conference on Recent Advancement in Electrical, Computer and Communication Technologies (IECCT), Bangalore, India, 2026, pp. 1-5, doi: 10.1109/IECCT68664.2026.11542047.

Gowri Shankar Manivannan, Karthikeyan Shanmugam, Harikumar Rajaguru, Satish V. Talawar & Rajanna Siddaiah. A Holistic Strategy of Modified Superpixel Segmentation and Randomized Adam Hyperparameter Tuning with Deep Learning Approaches for the Classification of Breast Cancer from BreakHis Images: In the Quest for Precision. International Journal of Computational Intelligence Systems, 18, 133 (2025). https://doi.org/10.1007/s44196-025-00877-6

Gowri Shankar Manivannan., Karthikeyan Shanmugam., Harikumar Rajaguru., S. Rajanna. (2026). Performance Analysis of Visual Geometry Group Features with Different Classification Models for Identification of Colon Cancer from Histopathological Images. In: Modi, C., Verma, G.K., Thenkanidiyoor, V., Brankovic, L. (eds) Machine Learning, Image Processing, Network Security and Data Sciences. MIND 2024. Communications in Computer and Information Science, vol 2737. Springer, Cham. https://doi.org/10.1007/978-3-032-14534-5_1

P. H G, B. S N, R. A, L. S N, R. S. and R. M., "Simulation Based Hybrid Solar and Wind Energy System for Standalone Application," 2024 IEEE Students Conference on Engineering and Systems (SCES), Prayagraj, India, 2024, pp. 1-6, doi: 10.1109/SCES61914.2024.10652580.

S. Rajanna, Dhavala R. K. ‘’Case study on demand side management-based cost optimized battery integrated hybrid renewable energy system for remote rural electrification’ Energy Storage (Wiley). 2022; DOI: 10.1002/est2.410.

S. Rajanna, Manjunath, H. N., Suresh, ‘’Hybrid interconnection schemes for output power enhancement of solar photovoltaic array under partial shading conditions’ IET Renew. Power Gener. 2022;1–22.https://doi.org/10.1049/rpg2.12543

S. Rajanna, Manjunath, H. N., Suresh ‘’Maximization of photo-voltaic array power output through Lo Sho Square shade dispersion technique-based re-configuration scheme’ Energy Conversion and Management 260 (2022) 115588. https://doi.org/10.1016/j.enconman.2022.115588.

S. Rajanna, Dhavala R. K. ‘’Effects of different batteries and dispatch strategies on performance of standalone PV/WT/DG/battery system: A case study’ Energy Storage (Wiley). 2021; DOI: 10.1002/est2.306. 

Rajanna S., Dhavala R.K, H.N. Suresh. ’Feasibility study by demand side management for selected remote area “IEEE 7th International conference on Electrical energy systems, February 11-13,2021, SSN, College of Engg, Chennai.

S. Rajanna, Manjunath, H. N. Suresh, “Reduction of Mislead Power and Mismatch Power Loss under Partial Shading Conditions using Novel Square Matrix Shade Dispersion Technique”, Solar Energy (Elsevier), vol. 207, pp. 1364-1383, 2020.

Rajanna S., Manjunath, H.N. Suresh. ’Extraction of efficient electrical DC parameters of solar Photo-voltaic model by analytical and numerical techniques” 3rd international conference on electrical, electronics, communication, computer and optimization techniques (ICEECCOT), Mysore, 2018, pp.1183-1188,2018. 

Rajanna S. and Manjunath S, Extraction of Efficient Electrical DC Parameters of Solar Photo-Voltaic Model by Analytical and Numerical Technique, communicated to 3rd IEEE International Conference on Electrical, Electronics, Communication, Computer Technologies & Optimization Techniques (ICEECCCOT-2018), GSSS Mysuru, Karnataka to be held during 14 - 15 December 2018. 

S. Rajanna, Manjunath, H. N., Suresh, “Performance enhancement of Hybrid interconnected Solar Photovoltaic array using shade dispersion Magic Square Puzzle Pattern technique under partial shading conditions”, Solar Energy (Elsevier), vol. 194, pp. 602-617, 2019. 

Rajanna S. and R.P. Saini “Development of optimal integrated renewable energy model with battery storage for a remote Indian area”, Energy, 2016,111, 803-817.

Rajanna S. and R.P. Saini “Employing demand side management for selection of suitable scenario-wise isolated integrated renewal energy models in an Indian remote rural area”, Renewable Energy, 2016, 99, 1161-1180.

Rajanna S. and R.P. Saini " GA based Optimal Modeling of Integrated Renewable Energy System for Electrification of a Remote Rural Area",6th IEEE International Conference on Power Systems, (ICPS), IIT, 2016, Delhi, India.

Rajanna S. and R.P. Saini “Selection of Suitable Strategy with peak load shifting   based DSM of an Integrated Renewable Energy System for a remote region”, First international conference on Power Electronics, Intelligent Control, and energy system (ICPEICES) 2016, DTU, Delhi, India.

Rajanna S. and R.P. Saini “Modeling of Integrated Renewable Energy System for Electrification of a Remote Area in India”, Renewable Energy,2016, 90,175-187.

• Rajanna S. and R.P. Saini “Review on Planning, Configurations, Modeling and Optimization Techniques of Hybrid Renewable Energy Systems for off Grid Applications”, Renewable and sustainable Energy Review,2016, 58,376–39.

Rajanna S. and R.P. Saini “Optimal modeling of an Integrated Renewable Energy System with    Battery storage for off grid Electrification of remote rural area” First international conference on Power Electronics, Intelligent Control, and energy system (ICPEICES) 2016, DTU, Delhi, India.

Rajanna S. and Vara prasad N.L “Microcontroller based DC Motor control with Fuzzy maximum power plant tracking on PV system”, International Journal of Current Engg & Technology 2013, ISSN2277-4106, Vol.3 No. 4.