Special Issue on Advanced Diagnostics and Prognostics for Automotive Systems

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-02-13 DOI:10.36001/ijphm.2023.v14i3.3438

Yilu Zhang, R. Salehi, Shiyu Zhou, Xiaodong Jia, Jason A. Siegel

引用次数: 0

Abstract

This special issue on Advanced Diagnostics and Prognostics for Automotive Systems provides an opportunity to discuss recent advances in different topics related to modern automotive systems. The topics include model-based monitoring algorithm for diesel vehicle aftertreatment system, air-path health management strategy for estimation of the mass flows and mitigation of the air-path faults, early detection of anomalies in fuel system evaporative and purge systems leveraging vehicles connectivity, review of intelligent maintenance of EVs at both component level and system level to identify existing gaps in EVs DnP, detection and isolation of ground connection faults in electronic control units, root cause detection of defects in arc stud welding that is used to join automotive structures, machine learning based anomaly detection framework demonstrated on the hydraulic system of electric off-road vehicles, and signal abstraction to assist fast root-cause detection of large scale control systems.

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汽车系统高级诊断和预测特刊

这一期关于汽车系统高级诊断和预测的特刊提供了一个机会来讨论与现代汽车系统相关的不同主题的最新进展。主题包括柴油车后处理系统的基于模型的监测算法，用于估计质量流量和缓解空气路径故障的空气路径健康管理策略，利用车辆连接及早发现燃油系统蒸发和净化系统的异常，在组件级和系统级审查电动汽车的智能维护，以识别电动汽车DnP中存在的差距，电控单元接地故障检测与隔离、汽车结构连接电弧螺柱焊缺陷的根本原因检测、基于机器学习的电动越野车液压系统异常检测框架演示、信号抽象辅助大规模控制系统快速根本原因检测。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.