Search Results - "Ma, Ruifei"
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The electrochemical model coupled parameterized life cycle assessment for the optimized design of EV battery pack
Published in The international journal of life cycle assessment (01-02-2022)“…Purpose With the increasing market share of electric vehicles (EVs), many studies have been devoted to the life cycle assessment (LCA) of lithium-ion…”
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Collaborative and privacy-preserving retired battery sorting for profitable direct recycling via federated machine learning
Published in Nature communications (05-12-2023)“…Unsorted retired batteries with varied cathode materials hinder the adoption of direct recycling due to their cathode-specific nature. The surge in retired…”
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Pathway decisions for reuse and recycling of retired lithium-ion batteries considering economic and environmental functions
Published in Nature communications (02-09-2024)“…Reuse and recycling of retired electric vehicle (EV) batteries offer a sustainable waste management approach but face decision-making challenges. Based on the…”
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Optimization on charging of the direct hybrid lithium-ion battery and supercapacitor for high power application through resistance balancing
Published in Energy (Oxford) (15-06-2023)“…The purpose of this study is to fill the research gap of direct parallel charging for batteries and supercapacitors. However, a simple parallel connection…”
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The sensitive detection of the early-stage internal short circuit triggered by lithium plating through the simplified electrochemical model at various working conditions
Published in Energy (Oxford) (30-09-2024)“…The internal short circuit (ISC) is one of the main causes of thermal runaway in batteries. Facing the current fast charging scenario of batteries, this paper…”
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Investigation and comparison of the electrochemical impedance spectroscopy and internal resistance indicators for early-stage internal short circuit detection through battery aging
Published in Journal of energy storage (01-10-2022)“…It is crucial to identify the battery's internal short circuit (ISC) for safety. The study aims to explore the effectiveness of ISC detection methods through…”
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Identification of the optimal control strategies for the energy-efficient ventilation under the model predictive control
Published in Sustainable cities and society (01-02-2020)“…•A new strategy with non-linear power and simplified PMV models are designed.•The new strategy achieved efficiency elevation of 29.2% and 49.8%.•The impact of…”
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Rapid and sustainable battery health diagnosis for recycling pretreatment using fast pulse test and random forest machine learning
Published in Journal of power sources (30-03-2024)“…This research introduces a novel state of health (SOH) diagnosis method for retired lithium-ion batteries (LIBs) in recycling pretreatment, employing a fast…”
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Simplified electrochemical model assisted detection of the early-stage internal short circuit through battery aging
Published in Journal of energy storage (30-08-2023)“…The internal short circuit (ISC) is one of the main reasons triggering battery thermal runaway. This study proposes and demonstrates that the apparent…”
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Binary multi-frequency signal for accurate and rapid electrochemical impedance spectroscopy acquisition in lithium-ion batteries
Published in Applied energy (15-06-2024)“…Electrochemical Impedance Spectroscopy (EIS) plays a crucial role in characterizing the internal electrochemical states of lithium-ion batteries and proves to…”
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Pilot study assessing effects of selected soil factors on the accumulation of hesperidin, nobiletin and tangeretin in pericarps of Citrus reticulata ‘Chachi’
Published in Plant and soil (01-10-2024)“…Aims The aim of the study is to know about which soil factors could influence the accumulation of hesperidin , nobiletin and tangeretin in pericarps of Citrus…”
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The distributed temperature abatement by the phase changing materials for battery in electric tools and its influence on aging
Published in Sustainable energy technologies and assessments (01-08-2022)“…Battery thermal management system is of great importance, and there are numerous methods at present. Due to spatial efficiency, phase-change materials are…”
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Battery Cross-Operation-Condition Lifetime Prediction via Interpretable Feature Engineering Assisted Adaptive Machine Learning
Published in ACS energy letters (11-08-2023)“…We develop an adaptive machine-learning framework that addresses cross-operation-condition battery lifetime prediction, particularly under extreme conditions…”
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14
3DMIT: 3D Multi-Modal Instruction Tuning for Scene Understanding
Published in 2024 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) (15-07-2024)“…The remarkable potential of multi-modal large language models (MLLMs) in comprehending both vision and language information has been widely acknowledged…”
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Conference Proceeding -
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3DMIT: 3D Multi-modal Instruction Tuning for Scene Understanding
Published 06-01-2024“…The remarkable potential of multi-modal large language models (MLLMs) in comprehending both vision and language information has been widely acknowledged…”
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Non-destructive Degradation Pattern Decoupling for Ultra-early Battery Prototype Verification Using Physics-informed Machine Learning
Published 31-05-2024“…Manufacturing complexities and uncertainties have impeded the transition from material prototypes to commercial batteries, making prototype verification…”
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