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Research progress, trends and prospects of big data technology for new energy power and energy storage system

Energy Reviews, 2023-09, Vol.2 (3), p.100036, Article 100036

2023

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Accurate State of Charge Estimation for Real-World Battery Systems Using a Novel Grid Search and Cross Validated Optimised LSTM Neural Network

Energies (Basel), 2022-12, Vol.15 (24), p.9654

2022

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Multi-scale Fusion Model Based on Gated Recurrent Unit for Enhancing Prediction Accuracy of State-of-charge in Battery Energy Storage Systems

Journal of Modern Power Systems and Clean Energy, 2024-03, Vol.12 (2), p.405-414

2024

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Lithium-Ion Battery State of Health Estimation with Multi-Feature Collaborative Analysis and Deep Learning Method

Batteries (Basel), 2023-02, Vol.9 (2), p.120

2023

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Remaining useful life and state of health prediction for lithium batteries based on differential thermal voltammetry and a deep learning model

iScience, 2022-12, Vol.25 (12), p.105638-105638, Article 105638

2022

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Early Prediction of the Health Conditions for Battery Cathodes Assisted by the Fusion of Feature Signal Analysis and Deep-Learning Techniques

Batteries (Basel), 2022-10, Vol.8 (10), p.151

2022

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A novel battery SOC estimation method based on random search optimized LSTM neural network

Energy (Oxford), 2024-10, Vol.306, p.132583, Article 132583

2024

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A novel state of health prediction method for battery system in real-world vehicles based on gated recurrent unit neural networks

Energy (Oxford), 2024-02, Vol.289, p.129918, Article 129918

2024

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Review on proton exchange membrane fuel cells: Safety analysis and fault diagnosis

Journal of power sources, 2024-10, Vol.617, p.235118, Article 235118

2024

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Health state monitoring and predicting of proton exchange membrane fuel cells: A review

Journal of power sources, 2024-08, Vol.612, p.234828, Article 234828

2024

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Data-Driven Multi-Dimension Driving Safety Evaluation for Real-World Electric Vehicles

IEEE transactions on vehicular technology, 2024-07, Vol.73 (7), p.9721-9733

2024

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State of health prediction for proton exchange membrane fuel cells combining semi-empirical model and machine learning

Energy (Oxford), 2024-03, Vol.291, p.130364, Article 130364

2024

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Novel Battery State of Health Estimation and Lifetime Prediction Method Based on the Catboost Model

Energy & fuels, 2024-05, Vol.38 (11), p.10310-10323

2024

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Machine learning-based state of health prediction for battery systems in real-world electric vehicles

Journal of energy storage, 2023-08, Vol.66, p.107426, Article 107426

2023

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An exhaustive review of battery faults and diagnostic techniques for real-world electric vehicle safety

Journal of energy storage, 2024-10, Vol.99, p.113234, Article 113234

2024

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A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network

Structural health monitoring, 2024-07

2024

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A novel battery abnormality diagnosis method using multi-scale normalized coefficient of variation in real-world vehicles

Energy (Oxford), 2024-07, Vol.299, p.131475, Article 131475

2024

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Lithium plating detection of lithium-ion batteries based on the improved variance entropy algorithm

Energy (Oxford), 2024-07, Vol.299, p.131574, Article 131574

2024

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Investigation on Battery Thermal Management Based on Enhanced Heat Transfer Disturbance Structure within Mini-Channel Liquid Cooling Plate

Electronics (Basel), 2023-02, Vol.12 (4), p.832

2023

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Virtual Power Plant Operation Based on Entropy-Weight-Improved Cloud Risk Assessment Model

Polish journal of environmental studies, 2023-01, Vol.32 (4), p.3125-3144

2023

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Vehicle trajectory prediction and collision warning for lane change conditions

Journal of transportation safety & security, 2024-04, p.1-26

2024

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A review on battery thermal management and its digital improvement‐based cyber hierarchy and interactional network

International journal of energy research, 2022-07, Vol.46 (9), p.11529-11555

2022

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Multi- forword-step state of charge prediction for real-world electric vehicles battery systems using a novel LSTM-GRU hybrid neural network

eTransportation (Amsterdam), 2024-05, Vol.20, p.100322, Article 100322

2024

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IPP-HF: An Identity Privacy Protection Scheme for Consortium Blockchain Hyperledger Fabric

2022 IEEE Smartworld, Ubiquitous Intelligence & Computing, Scalable Computing & Communications, Digital Twin, Privacy Computing, Metaverse, Autonomous & Trusted Vehicles (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta), 2022, p.1984-1989

2022

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The association between childhood adverse experiences and internet addiction: A meta-analysis

Acta psychologica, 2024-06, Vol.246, p.104270-104270, Article 104270

2024

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Research progress, trends and prospects of big data technology for new energy power and energy storage system

Accurate State of Charge Estimation for Real-World Battery Systems Using a Novel Grid Search and Cross Validated Optimised LSTM Neural Network

Multi-scale Fusion Model Based on Gated Recurrent Unit for Enhancing Prediction Accuracy of State-of-charge in Battery Energy Storage Systems

Lithium-Ion Battery State of Health Estimation with Multi-Feature Collaborative Analysis and Deep Learning Method

Remaining useful life and state of health prediction for lithium batteries based on differential thermal voltammetry and a deep learning model

Early Prediction of the Health Conditions for Battery Cathodes Assisted by the Fusion of Feature Signal Analysis and Deep-Learning Techniques

A novel battery SOC estimation method based on random search optimized LSTM neural network

A novel state of health prediction method for battery system in real-world vehicles based on gated recurrent unit neural networks

Review on proton exchange membrane fuel cells: Safety analysis and fault diagnosis

Health state monitoring and predicting of proton exchange membrane fuel cells: A review

Data-Driven Multi-Dimension Driving Safety Evaluation for Real-World Electric Vehicles

State of health prediction for proton exchange membrane fuel cells combining semi-empirical model and machine learning

Novel Battery State of Health Estimation and Lifetime Prediction Method Based on the Catboost Model

Machine learning-based state of health prediction for battery systems in real-world electric vehicles

An exhaustive review of battery faults and diagnostic techniques for real-world electric vehicle safety

A semisupervised fault frequency analysis method for rotating machinery based on restricted self-attention network

A novel battery abnormality diagnosis method using multi-scale normalized coefficient of variation in real-world vehicles

Lithium plating detection of lithium-ion batteries based on the improved variance entropy algorithm

Investigation on Battery Thermal Management Based on Enhanced Heat Transfer Disturbance Structure within Mini-Channel Liquid Cooling Plate

Virtual Power Plant Operation Based on Entropy-Weight-Improved Cloud Risk Assessment Model

Vehicle trajectory prediction and collision warning for lane change conditions

A review on battery thermal management and its digital improvement‐based cyber hierarchy and interactional network

Multi- forword-step state of charge prediction for real-world electric vehicles battery systems using a novel LSTM-GRU hybrid neural network

IPP-HF: An Identity Privacy Protection Scheme for Consortium Blockchain Hyperledger Fabric

The association between childhood adverse experiences and internet addiction: A meta-analysis

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