物聯(lián)網(wǎng)技術(shù)在汽車傳感器故障檢測(cè)與診斷中的應(yīng)用探索

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中圖分類號(hào)：U472.9 收稿日期：2025-04-10 DOI： 10.19999/j.cnki.1004-0226.2025.07.023

Application of Internet of Things Technology in Fault Detection and Diagnosis of Automotive Sensors

Mi WeinalMi Xionggang2 Wu Hongqil 1.Xi'an Automobile Vocational University，Xi'an 710600，China 2.Xi'an Qinli Complete Electrical Equipment Co.，Ltd.，Xi'an 710600，China

Abstract：Aimingattheproblemsoflaggingresponse，highmisjudgmentrateandlowdiagnosticeficiencyinautomotivesensor faultdetection，anintellgentfaultdtectionanddiagnosissystembasedonteInteretofThings（IoT）architectureisproposed.A three-levearchitectureoftheperceptionlayerdgecomputinglayerandcloudanalysislayerwasconstructedtoachievedataacquisitioninteligentpreproessngaturetractiodereodelngndltweigteeagodeladoteto provetheaccuracyoffaultdetectionandresponsespeed.Theoptimizededgecomputingarchitecturereduces theloadofcloudcomputing，improvesthereal-timeperformanceandstabiltyftesystem，ndcanbewidelyappiedtothesensorealthmanagentofintelligent connected vehicles and industrial vehicles.

Keywords：New energy vehicles;Industrial competitiveness;Porterdiamond model;Development proposal

1前言

智能網(wǎng)聯(lián)環(huán)境下汽車關(guān)鍵部件感知系統(tǒng)的健康監(jiān)測(cè)，主要是針對(duì)傳感器節(jié)點(diǎn)數(shù)量多、分布復(fù)雜、數(shù)據(jù)時(shí)效性要求高等技術(shù)挑戰(zhàn)，構(gòu)建基于物聯(lián)網(wǎng)（InternetofThings，IoT）架構(gòu)的故障檢測(cè)與診斷方案。（剩余4457字）