Conceptual Implementation of LSTM-Improved LA Based Smart Electric Vehicle Battery Management System Kundan Kumar, Pradeep Kumar Sadhu, Durdana Rustamova Farkhad, L.A. Anto Gracious, S. Ramachandran, V. Chithra Devi Proceedings of the 2023 2nd International Conference on Augmented Intelligence and Sustainable Systems Icaiss 2023, 2023 The importance of green energy is growing in the modern world. That's why, in terms of environmental impact, electric vehicles are the best option for commuters and car owners alike. Lithium-ion batteries are commonly utilized in EVs because of their high energy and current density. Lithium-ion batteries pose a risk if used outside of their Safe Operating Area (SOA). This necessitates the incorporation of BMS technology into all lithium-ion batteries, not just those used in EVs. It delves deeply into the nature, function, and structure of BMS. A literature review also covers early battery models as well as the hardware and system architecture for BMS. The simulation results are then used to show how well the updated model of the battery performs. Preprocessing, feature selection, and model training are all included in the research article. It employs a PCC for feature selection and an LSTM- ILA for model training. The proposed method achieves better results than both the LSTM and LSTM-LA models.
Hydrothermal synthesis of novel CeO2/g-C3N4 nanocomposite: dual function of highly efficient supercapacitor electrode and Pt-free counter electrode for dye synthesized solar … AS Basha, S Ramachandran, S Vadivel, RA Alshgari Ionics 30 (12), 8295-8311 , 2024 2024 Citations: 8
Fabrication of g-C3N4/MoS2@ PPy composite based high efficient cathode for aqueous zinc ion battery S Ramachandran, S Surendiran, S Vadivel, RA Alshgari Materials Science and Engineering: B 310, 117731 , 2024 2024 Citations: 6
Highly effective Pt-free counter electrode constructed by break bone-like CoTe@ graphite carbon thin films dye-synthesized solar cell S Ramachandran, AS Basha, S Vadivel, S Rathinavel Solar Energy 262, 111833 , 2023 2023 Citations: 12
Conceptual Implementation of LSTM-Improved LA Based Smart Electric Vehicle Battery Management System K Kumar, PK Sadhu, DR Farkhad, LAA Gracious, S Ramachandran, ... 2023 Second International Conference on Augmented Intelligence and … , 2023 2023 Citations: 3
certain analysis on static compensated voltage and frequency modulation in the wind energy system using the solar pv interface qzsi impedance source network RA Partheeban. M, Ramachandran. S, Raja. M, Gowrishankar. C, Deivamani. G Mathematical Statistician and Engineering Applications 72 (1), 279–295. , 2023 2023
War Field Spying Robot Controlled by Raspberry Pi ST Dr. S. Ramachandran1, Dr. S. Rathinavel1, Dr. G. Balaji2, V. Kokilavani3 ... International Journal for Research in Applied Science & Engineering … , 2022 2022
IOT BASED MOBILE APP TO CONTROL HOME APPLIANCES REMOTELY ENSURING SAFETY AND COST REDUCTION NN Dr. J. KUMARESAN,Dr. R. PALANISAMY , B. SARANRAJ ,S. RAMACHANDRAN ,Dr. K ... ID Patent 26/2,021 , 2021 2021
A Grid Tied Hybrid System Based on a Closed Loop Solid State Transformer MS S.Ramachandhran1*,M.Ramasamy2*,G.Nalinadevi3*,S.Nivetha4*,K.Parameshwari5* Journal of Interdisciplinary Cycle Research 13 (ISSN NO: 0022-1945, Issue V … , 2021 2021
Solar photovoltaic interfaced quasi impedance source network based static compensator for voltage and frequency control in the wind energy system S Ramachandran, M Ramasamy Journal of Electrical Engineering & Technology 16 (3), 1253-1272 , 2021 2021 Citations: 11
TRANSIENT STABILITY TESTING AND IMPROVEMENT OF POWER SYSTEM USING ETAP SOFTWARE SP Maria Sindhuja. A, Ramachadran. S, Rajkumar. D High Technology Letters 26 (ISSUE 12), ISSN NO : 1006-6748 , 2020 2020
Control of Grid Interfaced wind and solar Energy Sources Used to Ameliorate power quality SK S. Ramachandran1*, M. Ramasamy2*, S. kalaimani3*, K. Anjaladevi4* D.Anjali5* Journal of Engineering Research and Application 10 (Issue 4), ISSN : 2248 … , 2020 2020
SOFT-SWITCHED OF HIGH STEP-UP DC-AC INVERTER FOR A BUCKBOOST VOLTAGE SOURCE INVERTER WITH AN SPLIT CAPACITOR SS S. Ramachandran1, M. Ramasamy2, G. Srinivasan3 International Journal of Research and Analytical Reviews 6 (ISSUE 1), E ISSN … , 2019 2019
A Novel Design of SEPIC Operation of an Dc-Dc Current Source Converter using WECS S Ramachandran, M Ramasamy, P Sridevi, ST Selvi International Journal of Research and Analytical Reviews 6 (1), 842-847 , 2019 2019
Wind Energy Using in Generation of proficient Power with Five-Level Dual-Buck Full Bridge Inverters SS S. Ramachandran1, M. Ramasamy2 International Journal of Research in Engineering, Science and Management 1 … , 2018 2018
ANALYSIS OF BACK TO BACK DCMLC BY USING MODIFIED APO-PWM CONTROL METHOD SR M.Rajaa , R.Muthukumarb International Journal of Advanced Engineering and Recent Technology 29 (1 … , 2018 2018
Maximum Power DFIG Control Algorithm using Interleaved and ANFIS Converter RAMACHANDRAN.S, DR.M.RAMASAMY, RADHA KRISHNAN.K International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
Wind Turbine System with an Auxiliary Parallel Grid-Side Converter Using PMSG Wind Energy RAMACHANDRAN.S, DR.M.RAMASAMY, DINESH.G International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
Efficient Controlled Based Wind Energy Conversion System Using PMSG and ANIFIS Adaptive Maximum Power Point Tracking Control Algorithm KT RAMACHANDRAN.S, DR.M.RAMASAMY, SATHISHKUMAR.S International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
ANALYSIS OF LINEAR LOAD USING DOUBLY FED INDUCTION GENERATOR PK DINESH.S, RAMACHANDRAN.S International Journal of Applied Engineering Research (IJAER) 10 (32), 23748 … , 2015 2015
Optimal Power Flow Control In Microgid With Energy Storage Using Scheduling Algorithm HD Gowri B, Ramachandran S International Journal of Applied Engineering Research (IJAER) 10 (32), 23752 … , 2015 2015
MOST CITED SCHOLAR PUBLICATIONS
Highly effective Pt-free counter electrode constructed by break bone-like CoTe@ graphite carbon thin films dye-synthesized solar cell S Ramachandran, AS Basha, S Vadivel, S Rathinavel Solar Energy 262, 111833 , 2023 2023 Citations: 12
Solar photovoltaic interfaced quasi impedance source network based static compensator for voltage and frequency control in the wind energy system S Ramachandran, M Ramasamy Journal of Electrical Engineering & Technology 16 (3), 1253-1272 , 2021 2021 Citations: 11
Hydrothermal synthesis of novel CeO2/g-C3N4 nanocomposite: dual function of highly efficient supercapacitor electrode and Pt-free counter electrode for dye synthesized solar … AS Basha, S Ramachandran, S Vadivel, RA Alshgari Ionics 30 (12), 8295-8311 , 2024 2024 Citations: 8
Fabrication of g-C3N4/MoS2@ PPy composite based high efficient cathode for aqueous zinc ion battery S Ramachandran, S Surendiran, S Vadivel, RA Alshgari Materials Science and Engineering: B 310, 117731 , 2024 2024 Citations: 6
Conceptual Implementation of LSTM-Improved LA Based Smart Electric Vehicle Battery Management System K Kumar, PK Sadhu, DR Farkhad, LAA Gracious, S Ramachandran, ... 2023 Second International Conference on Augmented Intelligence and … , 2023 2023 Citations: 3
certain analysis on static compensated voltage and frequency modulation in the wind energy system using the solar pv interface qzsi impedance source network RA Partheeban. M, Ramachandran. S, Raja. M, Gowrishankar. C, Deivamani. G Mathematical Statistician and Engineering Applications 72 (1), 279–295. , 2023 2023
War Field Spying Robot Controlled by Raspberry Pi ST Dr. S. Ramachandran1, Dr. S. Rathinavel1, Dr. G. Balaji2, V. Kokilavani3 ... International Journal for Research in Applied Science & Engineering … , 2022 2022
IOT BASED MOBILE APP TO CONTROL HOME APPLIANCES REMOTELY ENSURING SAFETY AND COST REDUCTION NN Dr. J. KUMARESAN,Dr. R. PALANISAMY , B. SARANRAJ ,S. RAMACHANDRAN ,Dr. K ... ID Patent 26/2,021 , 2021 2021
A Grid Tied Hybrid System Based on a Closed Loop Solid State Transformer MS S.Ramachandhran1*,M.Ramasamy2*,G.Nalinadevi3*,S.Nivetha4*,K.Parameshwari5* Journal of Interdisciplinary Cycle Research 13 (ISSN NO: 0022-1945, Issue V … , 2021 2021
TRANSIENT STABILITY TESTING AND IMPROVEMENT OF POWER SYSTEM USING ETAP SOFTWARE SP Maria Sindhuja. A, Ramachadran. S, Rajkumar. D High Technology Letters 26 (ISSUE 12), ISSN NO : 1006-6748 , 2020 2020
Control of Grid Interfaced wind and solar Energy Sources Used to Ameliorate power quality SK S. Ramachandran1*, M. Ramasamy2*, S. kalaimani3*, K. Anjaladevi4* D.Anjali5* Journal of Engineering Research and Application 10 (Issue 4), ISSN : 2248 … , 2020 2020
SOFT-SWITCHED OF HIGH STEP-UP DC-AC INVERTER FOR A BUCKBOOST VOLTAGE SOURCE INVERTER WITH AN SPLIT CAPACITOR SS S. Ramachandran1, M. Ramasamy2, G. Srinivasan3 International Journal of Research and Analytical Reviews 6 (ISSUE 1), E ISSN … , 2019 2019
A Novel Design of SEPIC Operation of an Dc-Dc Current Source Converter using WECS S Ramachandran, M Ramasamy, P Sridevi, ST Selvi International Journal of Research and Analytical Reviews 6 (1), 842-847 , 2019 2019
Wind Energy Using in Generation of proficient Power with Five-Level Dual-Buck Full Bridge Inverters SS S. Ramachandran1, M. Ramasamy2 International Journal of Research in Engineering, Science and Management 1 … , 2018 2018
ANALYSIS OF BACK TO BACK DCMLC BY USING MODIFIED APO-PWM CONTROL METHOD SR M.Rajaa , R.Muthukumarb International Journal of Advanced Engineering and Recent Technology 29 (1 … , 2018 2018
Maximum Power DFIG Control Algorithm using Interleaved and ANFIS Converter RAMACHANDRAN.S, DR.M.RAMASAMY, RADHA KRISHNAN.K International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
Wind Turbine System with an Auxiliary Parallel Grid-Side Converter Using PMSG Wind Energy RAMACHANDRAN.S, DR.M.RAMASAMY, DINESH.G International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
Efficient Controlled Based Wind Energy Conversion System Using PMSG and ANIFIS Adaptive Maximum Power Point Tracking Control Algorithm KT RAMACHANDRAN.S, DR.M.RAMASAMY, SATHISHKUMAR.S International Journal of Advanced Research in Electrical, Electronics and … , 2018 2018
ANALYSIS OF LINEAR LOAD USING DOUBLY FED INDUCTION GENERATOR PK DINESH.S, RAMACHANDRAN.S International Journal of Applied Engineering Research (IJAER) 10 (32), 23748 … , 2015 2015
Optimal Power Flow Control In Microgid With Energy Storage Using Scheduling Algorithm HD Gowri B, Ramachandran S International Journal of Applied Engineering Research (IJAER) 10 (32), 23752 … , 2015 2015