Barriers to grid-connected battery systems: Evidence from the Spanish electricity market [PDF]
, 2020 Electrical energy storage is considered essential for the future energy systems. Among all the energy storage technologies, battery systems may provide flexibility to the power grid in a more distributed and decentralized way. In countries with deregulated electricity markets, grid-connected battery systems should be operated under the specific market ...
Yu Hu +2 more
arxiv +3 more sources
Exploits, advances and challenges benefiting beyond Li-ion battery technologies [PDF]
Journal of Alloys and Compounds. Volume 817, 15 March 2020, 153261, 2020 The battery market is undergoing quick expansion owing to the urgent demand for mobile devices, electric vehicles and energy storage systems, convoying the current energy transition. Beyond Li-ion batteries are of high importance to follow these multiple-speed changes and adapt to the specificity of each application. This review-study will address some
arxiv +1 more source
A Deep Learning Approach Towards Generating High-fidelity Diverse Synthetic Battery Datasets [PDF]
, 2023 Recent surge in the number of Electric Vehicles have created a need to develop inexpensive energy-dense Battery Storage Systems. Many countries across the planet have put in place concrete measures to reduce and subsequently limit the number of vehicles powered by fossil fuels.
arxiv +1 more source
Design of Battery management system for Residential applications [PDF]
International Journal of Engineering Trends and Technology
68.3(2020):12-17, 2022 Battery management system plays an important role for modern battery-powered application such as Electric vehicles, portable electronic equipment and storage for renewable energy sources. It also increases the life-cycle of the battery, battery state and efficiency.
arxiv +1 more source
A Dynamic Battery State-of-Health Forecasting Model for Electric Trucks: Li-Ion Batteries Case-Study [PDF]
ASME International Mechanical Engineering Congress and Exposition,
Proceedings (IMECE) 2020 IMECE2020-23949, V008T08A021, 2021 It is of extreme importance to monitor and manage the battery health to enhance the performance and decrease the maintenance cost of operating electric vehicles. This paper concerns the machine-learning-enabled state-of-health (SoH) prognosis for Li-ion batteries in electric trucks, where they are used as energy sources.
arxiv +1 more source
Improving Energy Management of Hybrid Electric Vehicles by Considering Battery Electric-Thermal Model [PDF]
arXiv, 2023 This article proposes an offline Energy Management System (EMS) for Parallel Hybrid Electric Vehicles (PHEVs). Dividing the torque between the Electric Motor (EM) and the Internal Combustion Engine (ICE) requires a suitable EMS. Batteries are vital to HEVs and significantly impact overall vehicle cost and performance.
arxiv
Optimal battery thermal management for electric vehicles with battery degradation minimization [PDF]
arXiv, 2023 The control of a battery thermal management system (BTMS) is essential for the thermal safety, energy efficiency, and durability of electric vehicles (EVs) in hot weather. To address the battery cooling optimization problem, this paper utilizes dynamic programming (DP) to develop an online rule-based control strategy.
arxiv
Battery Cloud with Advanced Algorithms [PDF]
arXiv, 2022 A Battery Cloud or cloud battery management system leverages the cloud computational power and data storage to improve battery safety, performance, and economy. This work will present the Battery Cloud that collects measured battery data from electric vehicles and energy storage systems.
arxiv
Exploring Different Time-series-Transformer (TST) Architectures: A Case Study in Battery Life Prediction for Electric Vehicles (EVs) [PDF]
arXiv, 2023 In recent years, battery technology for electric vehicles (EVs) has been a major focus, with a significant emphasis on developing new battery materials and chemistries. However, accurately predicting key battery parameters, such as state-of-charge (SOC) and temperature, remains a challenge for constructing advanced battery management systems (BMS ...
arxiv
Battery Valuation and Management for Battery Swapping Station with an Intertemporal Framework [PDF]
arXiv, 2023 Battery swapping as a business model for battery energy storage (BES) has great potential in future integrated low-carbon energy and transportation systems. However, frequent battery swapping will inevitably accelerate battery degradation and shorten the battery life accordingly.
arxiv