Results 1 to 10 of about 7,334 (116)

Reinforcement Learning for Energy-Storage Systems in Grid-Connected Microgrids: An Investigation of Online vs. Offline Implementation

Energies, 2021
Grid-connected microgrids consisting of renewable energy sources, battery storage, and load require an appropriate energy management system that controls the battery operation.
Khawaja Haider Ali, Marvin Sigalo, Saptarshi Das, Enrico Anderlini, Asif Ali Tahir, Mohammad Abusara   +5 more
doaj   +1 more source

Review of Battery Management Systems [PDF]

2021 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2021
In this work the authors investigate the different parts and functions offered by Battery Management Systems (BMS) specifically designed for secondary/rechargeable lithium batteries. Compared to other chemistries, lithium batteries offer high energy density and cell voltage, which makes them the most attractive choice for electronic devices including ...
Darwish, M, Ioannou, S, Janbey, A, Amreiz, H, Marouchos, CC   +4 more
openaire   +4 more sources

Reducing Cell to Cell Variation of Lithium-Ion Battery Packs During Operation

IEEE Access, 2021
In this work, an experimental approach to reduce the variation from cell to cell during battery operation is evaluated to reach a better battery utilization.
Andreas Ziegler, David Oeser, Thiemo Hein, Daniel Montesinos-Miracle, Ansgar Ackva   +4 more
doaj   +1 more source

Battery Management, Key Technologies, Methods, Issues, and Future Trends of Electric Vehicles: A Pathway toward Achieving Sustainable Development Goals

Batteries, 2022
Recently, electric vehicle (EV) technology has received massive attention worldwide due to its improved performance efficiency and significant contributions to addressing carbon emission problems.
Molla Shahadat Hossain Lipu, Abdullah Al Mamun, Shaheer Ansari, Md. Sazal Miah, Kamrul Hasan, Sheikh T. Meraj, Maher G. M. Abdolrasol, Tuhibur Rahman, Md. Hasan Maruf, Mahidur R. Sarker, A. Aljanad, Nadia M. L. Tan   +11 more
doaj   +1 more source

A Comprehensive Review of Available Battery Datasets, RUL Prediction Approaches, and Advanced Battery Management

IEEE Access, 2021
Battery ensures power solutions for many necessary portable devices such as electric vehicles, mobiles, and laptops. Owing to the rapid growth of Li-ion battery users, unwanted incidents involving Li-ion batteries have also increased to some extent.
Shahid A. Hasib, S. Islam, Ripon K. Chakrabortty, Michael J. Ryan, D. K. Saha, Md H. Ahamed, S. I. Moyeen, Sajal K. Das, Md F. Ali, Md R. Islam, Z. Tasneem, Faisal R. Badal   +11 more
doaj   +1 more source

Artificial Intelligence Approaches for Advanced Battery Management System in Electric Vehicle Applications: A Statistical Analysis towards Future Research Opportunities

Vehicles, 2023
In order to reduce carbon emissions and address global environmental concerns, the automobile industry has focused a great deal of attention on electric vehicles, or EVs.
M. S. Hossain Lipu, Md. Sazal Miah, Taskin Jamal, Tuhibur Rahman, Shaheer Ansari, Md. Siddikur Rahman, Ratil H. Ashique, A. S. M. Shihavuddin, Mohammed Nazmus Shakib   +8 more
doaj   +1 more source

Battery Management in a Green Fog-Computing Node: a Reinforcement-Learning Approach

IEEE Access, 2017
In the last years, Internet is evolving towards the cloud-computing paradigm complemented by fog-computing in order to distribute computing, storage, control, networking resources, and services close to end-user devices as much as possible, while sending
Stefania Conti, Giuseppe Faraci, Rosario Nicolosi, Santi Agatino Rizzo, Giovanni Schembra   +4 more
doaj   +1 more source

State of Charge Estimation of Lithium-Ion Battery for Electric Vehicles Using Machine Learning Algorithms

World Electric Vehicle Journal, 2021
The durability and reliability of battery management systems in electric vehicles to forecast the state of charge (SoC) is a tedious task. As the process of battery degradation is usually non-linear, it is extremely cumbersome work to predict SoC ...
Venkatesan Chandran, Chandrashekhar K. Patil, Alagar Karthick, Dharmaraj Ganeshaperumal, Robbi Rahim, Aritra Ghosh   +5 more
doaj   +1 more source

A SINGLE LC TANK BASED ACTIVE VOLTAGE BALANCING CIRCUIT FOR BATTERY MANAGEMENT SYSTEM

International Islamic University Malaysia Engineering Journal, 2018
A single series resonant converter has been designed to balance the voltage level of nowadays, battery operated vehicles and machine power tools are becoming popular due to their simple and compact structure, low operating and maintenance costs, moreover
AKM AHASAN HABIB, S.M.A Motakabber, MUHAMMAD IBN IBRAHIMY, AHM Zahirul Alam   +3 more
doaj   +1 more source

Implementation of Equilibrium Strategy Aiming at Throughput Maximization of Series Battery Pack

World Electric Vehicle Journal, 2021
In the operation process of a power battery pack, the inconsistency among lithium-ion cells may seriously restrict the pack’s capacity, power capability and lifetime, which may bring hidden danger to the use of electric vehicles.
Rui Cao, Xinhua Liu, Zhengjie Zhang, Mingyue Wang, Hanchao Cheng, Xinlei Gao, Xiaoyu Yan, Shichun Yang   +7 more
doaj   +1 more source