在线客服: 点击这里给我发消息  新用户使用步骤:会员注册→充值→重新登入→进入资源
标题:Battery Lifetime Prognostics
时间:2020-10-18 14:13:05
DOI:10.1016/j.joule.2019.11.018
大小:7172 kb
页数:38 PAGES
下载: 点击下载
预览:

浏览器不支持嵌入PDF阅读,打开新页面在线阅读

目录:
  • Battery Lifetime Prognostics
    • Outline placeholder
      • Introduction
      • Data Acquisition
        • Battery Datasets
        • Identification of the Battery Degradation State
      • Classification of RUL Prognostic Methodologies
      • Model-Based Approaches
        • Mechanistic Models
        • Equivalent Circuit Models
        • Empirical Models
        • Fused Models
        • Comparison of Model-Based Approaches
      • Data-Driven Approaches
        • Algorithm Structures
          • Iterative Structure
          • Non-iterative Structure
          • Short-Term Structure
          • Direct Structure
          • Algorithm Structure Classification
        • Artificial Intelligence
          • Naive Bayes Model
          • Support Vector Regression
          • Relevance Vector Machine
          • Gaussian Process Regression
          • Artificial Neural Networks
          • Neuro-Fuzzy Models
        • Statistical Approach
          • Autoregressive Integrated Moving Average
          • Grey Model
          • Wiener Process
          • Entropy Analysis
        • Signal Processing
          • Discrete Wavelet Transform
        • Comparison of Data-Driven Approaches
      • Hybrid Approaches
        • Improving the Performance of Filtering Methods
        • Generating the Future Observation Sequence
        • Processing Raw Data
      • Prognostic Techniques for Calendar Aging and Cycle Aging
      • Challenges and Future Trends
        • Prognosis Using Real-World Battery Datasets
        • First Principle-Based RUL Prognosis
        • Early Prediction Algorithms
        • Engineering Applications
          • Battery Pack RUL Prognosis
          • Vehicular Cloud Computing Technology
          • Blockchain Technology
          • Battery Second-Life Use
        • Future RUL Prognostic Techniques and Implementation
      • Conclusions
    • Acknowledgments
    • Author Contributions
    • References

本页内容由网络收集而来,版权归原创者所有,如有侵权请及时联系