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Ajay Narayanan
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A dynamic pricing system for electric vehicle charging management using reinforcement learning
A Narayan, A Krishna, P Misra, A Vasan, V Sarangan
IEEE Intelligent Transportation Systems Magazine 14 (6), 122-134, 2022
262022
A reinforcement learning approach for electric vehicle routing problem with vehicle-to-grid supply
A Narayanan, P Misra, A Ojha, V Bandhu, S Ghosh, A Vasan
arXiv preprint arXiv:2204.05545, 2022
112022
Agent-based Learning Approach to Electric Vehicle Routing Problem with Vehicle-to-Grid Supply and Battery Swapping
A Narayanan, P Misra, A Ojha, A Gupta, S Ghosh, A Vasan
Proceedings of the 6th Joint International Conference on Data Science …, 2023
82023
Uberizing the charging ecosystem for electric vehicles
A Krishna, A Narayanan, S Krishnakumar, P Misra, A Vasan, V Sarangan, ...
Proceedings of the Eleventh ACM International Conference on Future Energy …, 2020
72020
Real-time detection of distracted drivers using a deep neural network and multi-threading
A Narayanan, V Aiswaryaa, AT Anand, N Kadiresan
International Conference on Artificial Intelligence and Data Engineering, 89-100, 2019
72019
A City-Agnostic Framework to Determine Optimal Location and Sizing of Electric Vehicle Charge Stations
A Narayanan, R Nair, K Kulkarni
2023 IEEE 2nd International Conference on Data, Decision and Systems (ICDDS), 2024
62024
Multi-agent Reinforcement Learning for Joint Control of EV-HVAC System with Vehicle-to-Building Supply
A Narayanan, S Nagarathinam, P Misra, A Vasan
Proceedings of the 7th Joint International Conference on Data Science …, 2024
32024
Quantum Superposition and what that means to Quantum Computation
A Narayanan
Medium, Becoming Human: Artificial Intelligence Magazine.(Online article …, 2019
32019
Method and system of electric vehicle route planning for multi-service delivery and on-route energy replenishment
A Narayanan, PK Misra, A VASAN
US Patent App. 18/368,818, 2024
22024
Ensembling is all you need? Evaluating machine learning models on predicting the energy imbalance of prosumers
P Chandran, A Narayanan
2024 11th International Conference on Signal Processing and Integrated …, 2024
22024
Method and system to generate pricing for charging electric vehicles
PK Misra, A Narayanan, AKG Sasikumar, A VASAN, V Sarangan
US Patent App. 17/810,456, 2023
22023
Method and system for electric vehicle (ev) fleet charging
G Kshitij, A Narayanan, PK Misra, A VASAN, V Bandhu, D Das
US Patent App. 18/374,275, 2024
12024
A Hybrid Planning System for Smart Charging of Electric Fleets
K Garg, A Narayanan, P Misra, A Vasan, V Bandhu, D Das
Proceedings of the Second International Conference on AI-ML Systems, 1-9, 2022
12022
Accelerating Solar PV Cell Design Optimization: A Machine Learning-Surrogate Hybrid Approach
A Narayanan, K Semwal, R Nair, K Kulkarni
2024 Tenth Indian Control Conference (ICC), 273-278, 2024
2024
Machine Learning Based Explainable Fault Detection of Vacuum Pumps in PV Solar Cell Manufacturing
A Narayanan, K Kulkarni, F Riswan, MAB Salehan
2024 Tenth Indian Control Conference (ICC), 379-384, 2024
2024
Method and system for jointly controlling electric vehicle-heating, ventilation, and air conditioning system of building
PK Misra, A Narayanan, S NAGARATHINAM, A VASAN
US Patent App. 18/659,996, 2024
2024
A City-Agnostic Simulation-Based Framework for EV Charging Demand Estimation
A Narayanan, K Kulkarni
2024 IEEE 4th International Conference on Sustainable Energy and Future …, 2024
2024
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