Remote Fault Diagnosis for Electric Vehicle Battery Packs
In this study, I investigate how big data and machine learning can be combined to build a remote fault diagnosis
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Staggered Rib-Groove Cooling Design for High-Voltage Battery Packs
As the energy source of new energy vehicles, the high-voltage battery pack fundamentally determines driving range, service life, and operational
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Sulfide All-Solid-State Cell Interface Optimization
The pursuit of a solid state cell that simultaneously delivers high specific energy, intrinsic safety, and long service life has
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Soft Short Circuit Fault Diagnosis for Traction Battery Packs
The rapid growth of the global economy has intensified the consumption of traditional fossil fuels and worsened environmental pollution. Among
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Coordinated Optimization Scheduling of Electric Vehicle Charging and Discharging Considering Wind-Solar Uncertainty
1. Introduction and Research Context In the contemporary landscape of global energy consumption, fossil fuels continue to hold a dominant
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Electromagnetic Order Vibration Analysis and Optimization for PMSM Electric Motors
Noise, vibration, and harshness (NVH) is one of the decisive attributes that determines the perceived comfort of a modern new
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Model Predictive Control for High-Precision Trajectory Tracking in Intelligent, Fully By-Wire Electric Vehicle Cars
The relentless advancement of automotive technology, driven by the dual forces of electrification and intelligence, is fundamentally reshaping vehicle architecture
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Research on Yaw Stability and Fault-Tolerant Control of Distributed Drive Electric Vehicles
1. Introduction In response to the dual challenges of energy scarcity and environmental degradation, the global automotive industry has been
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Design of a Real-Time HIL Testing Platform for EV Battery Packs
1. Introduction and Research Context The rapid growth in production and sales of electric vehicles represents a fundamental transformation of
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Soft Short Circuit Diagnosis for Electric Vehicle Battery Packs
I begin with the observation that the rapid global adoption of electric vehicles is driven by the urgent need to
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Electromagnetic Vibration Optimization for Permanent Magnet Synchronous Motors
In the development of electric vehicles, the noise–vibration–harshness (NVH) performance of the drive motor has become a decisive factor for
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Solid State Battery Pathway
In my assessment, the solid state battery is not merely another incremental improvement in energy storage. It is a platform
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Energy-Aware V2G Charging Scheduling for Electric Vehicles
With the urgent global demand for carbon neutrality and sustainable energy, electric vehicles have become one of the most promising
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Drive-Motor Fault Diagnosis in Electric Cars Based on Neural Networks
An electric car is not only a means of transportation but also a complex electromechanical system whose safety largely depends
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Data-Driven Planning and Optimization for High-Penetration Battery EV Cars in Power Grids
The rapid global transition in energy structures is marked by the unprecedented integration of intermittent renewable energy sources and the
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Traction Battery Remaining Capacity Prediction
As an engineer engaged in the research and development of electric vehicle power systems, I have devoted considerable effort to
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Thermal Management of Vehicle Traction Battery with Temperature-Energy Synergy
The rapid development of electric mobility has made the vehicle traction battery one of the most critical components for range,
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Sulfide-Based Solid Electrolyte Cell Interface Optimization and Electrochemical Performance
My work in this study focuses on one of the most persistent bottlenecks limiting the commercialization of high-energy-density batteries: the
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Tiered Subsidies and Technology Selection in the Electric Vehicle Industry
In this article, I develop a structural framework to evaluate how tiered subsidy adjustment coefficients shape the technology choices of
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Electric Vehicle Charging Load Forecasting via Seg-BO-Transformer
1. Introduction 1.1 Research Background Since the First Industrial Revolution, the discovery and utilization of fossil energy sources such as
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Research on Frequency Regulation Response Characteristics of Battery Electric Car Energy Storage Systems in Microgrids
In the current era of profound energy structure transformation, the rapid integration of renewable energy sources and the shift towards
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Staggered Rib-Groove Liquid Cooling for Electric Vehicle Battery Packs
In my work, I focused on the thermal management of an electric vehicle battery pack because the electric vehicle battery
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Flat-Wire PMSM Electric Motor Design and Optimization
I designed and analyzed a flat-wire PMSM electric motor for new energy electric vehicles. My motivation is straightforward: the PMSM
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EV Battery Voltage Fault Diagnosis via Generative Data Augmentation
In the context of global clean-energy transition, electric vehicles have become one of the most effective pathways for reducing carbon
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Tree-Shaped Fins Coupled with Phase Change Materials for Electric Vehicle Battery Pack Thermal Management
In my research, I focused on the thermal management of an electric vehicle battery pack because the performance, safety, and
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Unraveling the Economic Uncertainty of Urban Rooftop Photovoltaic Coupled Electric Vehicle Systems: A Scenario-Based Simulation Study
1. Introduction and Research Rationale My research focuses on the economic viability of an urban rooftop photovoltaic system coupled with
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WLTC Energy Variation of a Pure Electric Car
I discuss in this article how the electric energy supplied by a traction battery changes while a pure electric car
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Thermal Management of Electric Vehicle Battery Using Microchannels and Phase Change Materials
Electric vehicle battery performance is strongly dependent on temperature. Both high and low temperature extremes can degrade capacity, accelerate aging,
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Solid-State Cell Heat
I have spent many years working at the intersection of computational modelling, materials characterization, and engineering education, and I have
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Design and Optimization of Liquid Cooling Structures for Traction Battery Pack with Staggered Rib-Groove Arrangements
Chapter 1. Introduction and Research Significance My research focuses on the thermal management of a traction battery pack, which is