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Power battery for the four-wheel drive smart driving version of the communication network cabinet

Abstract: The predictive energy management (PEM) of four-wheel drive (4WD) battery electric vehicles (BEVs) requires high accuracy in the driving information forecast of velocity and road gradient. In this article, a meta-learning-based driving information prediction (DIP) method is proposed aiming to improve the performances of real-time PEM ...

Meta-Learning-Based Predictive Energy Management for 4WD Battery …

Abstract: The predictive energy management (PEM) of four-wheel drive (4WD) battery electric vehicles (BEVs) requires high accuracy in the driving information forecast of velocity and road gradient. In this article, a meta-learning-based driving information prediction (DIP) method is proposed aiming to improve the performances of real-time PEM ...

Dual Motor Power Sharing Control for Electric Vehicles With …

A differential four-wheel drive (D4WD) EV based on two open-end winding induction motor (OEWIM) propulsion is presented in this article. Each OEWIM is driven by two …

(PDF) Development of an Optimal Power-Distribution

In this paper, output power distribution algorithm is proposed for the front-and rear-motors through the power distribution system of four-wheel-drive (4WD) electric vehicles.

Research on Multi-Mode Drive Optimization Control Strategy of Four …

Four-wheel-drive electric vehicles with multiple motors have several advantages such as energy saving, environmental protection, and excellent dynamics performance. Therefore, they have become an important development trend in the field of electric vehicles in the past few years. To deal with the problems of the economy and dynamics optimization of an …

New Smart #1 in line for four-wheel drive and choice of batteries

The all-new Smart #1 has been revealed with a single-motor, rear-drive powertrain and a 66kWh battery, but the firm''s bosses are already evaluating a technical expansion of the line-up to ...

Predictive Control based Battery Power Sharing for Four-Wheel …

Simulation and experimental validation for HFET and a portion of the FTP75 driving cycle show the efficacy of the proposed system with proper battery SOC control. …

Predictive Battery SoC Control for Dual Propulsion Differential Four ...

To satisfy this SoC balance requirement, an improved two-stage model predictive DTC (MPDTC) scheme is proposed in this paper. This MPDTC scheme chooses optimal …

Review of communication network interfaces and battery management …

This paper reviewed the battery electric vehicle constraints like charging infrastructure, battery monitoring, renewable energy source integration and network interfaces for coordinated charging. The charging infrastructure has been shown according to various levels of charging in terms of voltage requirement, proposed for, and costs. To ...

Power Wheels® Smart Drive™ Ford Mustang

We''ve amped up the volume – and the fun – on this sporty Power Wheels® Smart Drive™ Mustang. Its premium sound system, with real car sounds that are synched to driving, is the loudest we''ve ever made. (But don''t worry, there''s a volume control to adjust the sound!) And when kids want to listen to the 3 pre-loaded songs or their own music on the MP3 jack, simply …

Refreshed 2025 Zeekr 007 promises the world''s fastest …

The standout feature of the new model is the second-generation Golden Battery, a lithium-iron-phosphate (LFP) power pack developed by Zeekr that delivers an impressive 5.5C charging speed. This translates to a 10% to …

Predictive Control based Battery Power Sharing for Four-Wheel …

Simulation and experimental validation for HFET and a portion of the FTP75 driving cycle show the efficacy of the proposed system with proper battery SOC control. Published in: 2021 IEEE …

ALSSA-PID control-based wheel-side motor control system for …

The ECU controls the power battery to convert electrical energy into the voltage and current required by the four motors. It subsequently manages the speed and …

Predictive Control With Battery Power Sharing Scheme for Dual …

For high-power electric vehicles (EVs), the drive propulsion based on induction motors is emerging as economical alternative. Compared to conventional induction motors, the open-end winding induction motor (OEWIM) requires only half the dc-bus voltage for the given torque. The EV power train based on the dual two-level voltage-source inverter (VSI)-fed OEWIM with …

Predictive Battery SoC Control for Dual Propulsion Differential Four ...

To satisfy this SoC balance requirement, an improved two-stage model predictive DTC (MPDTC) scheme is proposed in this paper. This MPDTC scheme chooses optimal voltage vectors based on a ranking...

Review of communication network interfaces and battery …

This paper reviewed the battery electric vehicle constraints like charging infrastructure, battery monitoring, renewable energy source integration and network interfaces …

Development of an in-vehicle power line communication network with …

Robust powerline communication (PLC) network formed inside small battery module. Distributed core temperature, cell current & voltage logged via unique sensors. Smart cell proof-of-concept demonstrated, instrumented cell with control circuitry. System verified across full cell state-of-charge with charge and discharge cycles.

Review of Energy-Saving Technologies for Electric Vehicles, from …

The driving range of electric vehicles (EVs) is still an important factor restricting their development. Although the rising battery energy density has reached a bottleneck, which is a key constraint, the drive energy management strategy also has a significant effect and can improve the driving range of EVs, since wheel traction torque control can directly optimize the …

Integrated Vehicle-Following Control for Four-Wheel Independent Drive …

This study proposed the hybrid energy storage paradigm (HESP) equipped with front-wheel permanent magnet synchronous motors (PMSMs) for battery electric vehicles (BEVs). In this case, all four wheels are driven by a single motor using mechanical coupling to distribute the motor''s power to each wheel evenly. The HESP is a combination of several …

Battery configuration dependence to power line communication …

In this paper, a PLC network within four battery configurations was evaluated to determine its effectiveness as a smart battery communication system. The 18650-model Li-ion …

World premiere of the new ID. Buzz GTX with 4MOTION all-wheel drive

Volkswagen presents the new ID. Buzz GTX: The electric Bulli equipped with a powerful performance drive system will in future be available with two wheelbases, two battery sizes and a choice of 5-, 6- or 7-seater. It also comes with standard 4MOTION all-wheel drive for optimum pulling power and traction in every driving situation. In addition, both GTX models …

Meta-Learning-Based Predictive Energy Management for 4WD …

Abstract: The predictive energy management (PEM) of four-wheel drive (4WD) battery electric vehicles (BEVs) requires high accuracy in the driving information forecast of velocity and road …

Development of an in-vehicle power line communication network …

Robust powerline communication (PLC) network formed inside small battery module. Distributed core temperature, cell current & voltage logged via unique sensors. Smart …

Dual Motor Power Sharing Control for Electric Vehicles With Battery ...

A differential four-wheel drive (D4WD) EV based on two open-end winding induction motor (OEWIM) propulsion is presented in this article. Each OEWIM is driven by two two-level voltage source inverters (VSIs) with two isolated battery packs as the source. The proposed drive control algorithm integrates the uniform state-of-charge (SoC ...

Battery configuration dependence to power line communication …

In this paper, a PLC network within four battery configurations was evaluated to determine its effectiveness as a smart battery communication system. The 18650-model Li-ion cells were used as a communication channel for in-situ PLC. This technique allows for future smart cells to communicate large amounts of embedded sensor data, such as core ...

Predictive Control based Battery Power Sharing for Four-Wheel Drive ...

Simulation and experimental validation for HFET and a portion of the FTP75 driving cycle show the efficacy of the proposed system with proper battery SOC control. Hardware results of dual motor...

Predictive Control based Battery Power Sharing for Four-Wheel Drive ...

Simulation and experimental validation for HFET and a portion of the FTP75 driving cycle show the efficacy of the proposed system with proper battery SOC control. Published in: 2021 IEEE Applied Power Electronics Conference and Exposition (APEC)

(PDF) Mechanical design of a four-wheel independent drive and steering ...

PDF | On Jun 1, 2016, Fei Hua and others published Mechanical design of a four-wheel independent drive and steering mobile robot platform | Find, read and cite all the research you need on ...

Coordinated Optimal Control of AFS and DYC for Four …

The problem that it is difficult to balance vehicle stability and economy at the same time under the starting steering condition of a four-wheel independent drive electric vehicle (4WIDEV) is addressed. In this paper, we …

ALSSA-PID control-based wheel-side motor control system for four-wheel …

The ECU controls the power battery to convert electrical energy into the voltage and current required by the four motors. It subsequently manages the speed and torque of the motors via the reducer to meet the vehicle''s driving requirements.