Intelligent temperature control lithium battery pack
An intelligent thermal management system for optimized lithium
A new design of thermal management system for lithium ion battery pack using thermoelectric coolers (TECs) is proposed. Firstly, the 3D thermal model of a high power lithium ion battery
Integrated Optimal Control for Fast Charging and Active
Jan 7, 2025 · Abstract This paper presents an integrated control strategy for fast charging and active thermal management of Lithium-ion batteries in extreme ambient temperatures. A
Integrated Strategy for Optimized Charging and Balancing of Lithium
Oct 4, 2024 · During fast charging of lithium-ion batteries (LIBs), cell overheating and overvoltage increase safety risks and lead to faster battery deterioration. Moreover, in conventional battery
Thermal fault detection of lithium-ion battery packs through
Apr 28, 2025 · Mina Naguib and colleagues propose an integrated physicsand machine-learning-based method for early thermal fault detection in battery packs. This approach enhances
Integrated Battery Management and Thermal Control System for Lithium
Oct 25, 2024 · This innovative technology represents a forward-thinking approach to enhance the efficiency, safety, and overall performance of batteries, with a particular emphasis on Electric
Smart urban transportation: advancing IoT-based thermal
Mar 10, 2025 · This study focuses on an IoT-based automated liquid-cooled lithium-ion battery pack, highlighting its construction, thermal management system, and automated control via
OCV-SOC-Temperature Relationship Construction and State
Jun 1, 2023 · Accurate state of charge (SOC) estimation of a battery pack is more meaningful than that of a cell in practical applications. The existing methods are difficult to provide an
Optimizing thermal performance in air-cooled Li-ion battery
Jul 15, 2025 · Air cooling techniques using MVGs inside the input duct channel have shown significant thermal performance in terms of temperature reduction in battery thermal
Optimal Structure Design and Temperature Control Strategy
May 11, 2025 · Furthermore, considering the control demands of battery pack temperature and wind speed, the state equation for model predictive control of the battery pack is constructed
Intelligent temperature control framework of lithium-ion battery
Jan 5, 2024 · This work proposes an intelligent temperature control framework for lithium-ion batteries in electric vehicles to improve the real-time performance of BTMS and reduce the
Integrated Battery Management and Thermal Control System for Lithium
This temperature control system is crucial in maintaining the battery within its specified temperature range, which is essential for both performance and safety. The Peltier devices
Battery module active balancing-low temperature self
Jun 1, 2025 · In addition, the performance of lithium-ion batteries declines sharply under low-temperature conditions, and if lithium-ion batteries are charged and discharged with low
Charging control strategies for lithium‐ion
Nov 26, 2021 · Numerous attempts have been conducted to establish optimal charging techniques for commercial lithium-ion batteries during the last
Self-powered heating strategy for lithium-ion battery pack
Jan 15, 2022 · The strategy contains two stages: preheating process for battery cold-start, and temperature holding process for battery temperature control after preheating. The strategy
What Are Smart Lithium Battery Pack Solutions and How Do
Apr 29, 2025 · Smart lithium battery pack solutions integrate advanced lithium-ion cells with intelligent management systems (BMS) to optimize performance, safety, and lifespan. These
An intelligent thermal management system for optimized lithium
May 5, 2021 · Compared to the conventional cooling system with aligned battery pack and rule-based cooling method, the novel battery thermal management system employing the spoiler
Battery thermal management of intelligent-connected electric vehicles
Apr 1, 2022 · Abstract Electric vehicles running at low temperature causes range anxiety and safety hazards because of the reduction of available battery capacity and battery degradation
Graphene intelligent temperature-controlled lithium battery pack
A technology of intelligent temperature control and lithium battery packs, which is applied to battery pack components, secondary batteries, circuits, etc., can solve the problems of
Thermal Management Systems for Lithium-Ion Batteries for
Jun 23, 2025 · Recently, electric vehicles (EVs) have proven to be a practical option for lowering greenhouse gas emissions and reducing reliance on fossil fuels. Lithium-ion batteries, at the
A Precise Temperature Control Method for Lithium-ion Battery Pack
Apr 14, 2024 · To utilize the maximum performance of the battery while ensuring its thermal safety, a battery thermal management system is used to control the battery maximum
Intelligent temperature control framework of lithium-ion battery
3 days ago · Meanwhile, a single-valve temperature control loop based on FLC and a double-valve temperature control loop based on RLC is designed in the framework. Moreover, an
Fundamentals of the Lithium-Ion Battery Management
2 days ago · A Battery Management System (BMS) is the intelligent control system that monitors, protects, and balances lithium battery packs to ensure safe, efficient, and durable operation.
An Intelligent Preheating Approach Based on High-Gain Control
Jun 26, 2023 · However, it is difficult to preheat cold batteries rapidly without damaging them. Therfore, an intelligent preheating approach based on high-gain control is developed to
Intelligent temperature control framework of Lithium-ion battery
Sep 1, 2023 · The control effect of the fuzzy-PID dual-layer coordinated controller is numerically evaluated, and the results show that it can maintain the average temperature of the Li-ion
Lithium Battery Pack Innovation for Intelligent Energy
Jan 10, 2025 · As lithium battery technology continues to evolve, the integration of advanced technologies such as IoT, big data, and AI will play an increasingly critical role in the
Thermal Management Systems for Lithium
Jun 23, 2025 · Recently, electric vehicles (EVs) have proven to be a practical option for lowering greenhouse gas emissions and reducing reliance on
Fine Thermal Control Based on Multilayer Temperature
Oct 10, 2023 · To achieve fine control of multilayer temperature uniformity and energy consumption in a battery thermal management system (BTMS), a model predictive control
Advances in battery thermal management: Current
Aug 1, 2024 · While Lithium-ion batteries are advantageous, they face several challenges including concerns over rapid charging capabilities, degradation over time, and sensitivity to
An intelligent thermal management system for optimized lithium
May 1, 2021 · The paper focuses on battery thermal management systems (BTMS) for electric vehicles (EVs) with lithium - ion batteries. High - temperature operation of lithium - ion
Multi-level intelligence empowering lithium-ion batteries
Oct 1, 2024 · The intelligent response of battery materials forms the foundation for battery stability, the intelligent sensing of multi-dimensional signals is essential for battery management, and
Thermal fault detection of lithium-ion battery
Apr 28, 2025 · Mina Naguib and colleagues propose an integrated physicsand machine-learning-based method for early thermal fault
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