Sustainable power management in light electric vehicles with hybrid energy storage and machine learning control

R Punyavathi, A Pandian, AR Singh, M Bajaj… - Scientific Reports, 2024 - nature.com
This paper presents a cutting-edge Sustainable Power Management System for Light
Electric Vehicles (LEVs) using a Hybrid Energy Storage Solution (HESS) integrated with …

A physics-informed Bayesian optimization method for rapid development of electrical machines

P Asef, C Vagg - Scientific Reports, 2024 - nature.com
Advanced slot and winding designs are imperative to create future high performance
electrical machines (EM). As a result, the development of methods to design and improve …

Regenerated Energy Absorption Methods for More Electric Aircraft Starter/Generator System

Y Xu, Z Zhang - IEEE Transactions on Power Electronics, 2023 - ieeexplore.ieee.org
In more electric aircraft, more motor loads are applied onboard. When the motor is braking,
the regenerated energy needs to be absorbed to avoid dc-link voltage variations. Two …

Novel Machine Learning Control for Power Management Using an Instantaneous Reference Current in Multiple-Source-Fed Electric Vehicles

G Mathesh, R Saravanakumar, R Salgotra - Energies, 2024 - mdpi.com
Using multiple input power sources increases the reliability of electric vehicles compared to
a single source. However, the inclusion of other sources exhibits complexity in the controller …

[HTML][HTML] Speed Regulation of PMSM Drive in Electric Vehicle Applications with Sliding Mode Controller Based on Harris Hawks Optimization

DM Abraham, A Harish - e-Prime-Advances in Electrical Engineering …, 2024 - Elsevier
This paper focuses on the speed regulation of permanent magnet synchronous motors
(PMSM) in electric vehicle application using sliding mode control (SMC). Harris hawks …

Phenomenological Model of Electrotechnical Systems Based on a Synchronous Generator With an Excitation System

V Moroz, Y Paranchuk, V Konoval… - … and Simulation in …, 2024 - Wiley Online Library
We propose a variant of the application of a phenomenological approach using the “black
box” concept to the modeling of electrotechnical systems. The method enables obtaining …

Energy regeneration of a position sensorless BLDC-driven PV e-rickshaw with regenerative braking

A Basu, M Singh, ASS Vardhan - Electrical Engineering, 2024 - Springer
This paper presents an innovative approach to recover braking energy of a Brushless Direct
Current motor (BLDC) driving PV e-rickshaw. The work emphasizes a technique to capture …

Permanent Magnet Design for Torque Ripple Reduction in PM-Assisted Synchronous Reluctance Motors

A Nobahari, A Vahedi, M Farhadian… - Scientia …, 2024 - scientiairanica.sharif.edu
To ensure the smooth and reliable operation of high performance drives it is essential to
diminish the parasitic effects such as pulsating torques produced by the traction motor …

Speed Sensorless Control of SynRL Motor for Electric Vehicle with Improved Third Order Generalized Integrator Flux Observer

S Mishra, B Singh - 2022 IEEE 10th Power India International …, 2022 - ieeexplore.ieee.org
The speed sensorless control of synchronous reluctance (SynRL) motor for electric vehicle
with improved flux estimation based on third order generalised integrator flux observer …

Investigation on the Effect of PAC2002 Tire Force Modelling on High-Power AWD Electric Vehicle Longitudinal Performance

MV Castro, R Nasiri-Zarandi… - 2023 IEEE Vehicle …, 2023 - ieeexplore.ieee.org
This paper presents a comprehensive model for designing and analyzing high-power all-
wheel-drive electric vehicles (HPAWD EVs), considering tire behaviour using the PAC2002 …