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告别盲目检修！“AI + 机理” 双驱赋能工业设备迈向预测性维护

阅读： 发布时间：2026-02-24

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">工业设备是企业生产运行的核心引擎，其稳定与效率直接关乎产品质量、生产效益和综合成本。根据《“人工智能 + 制造” 专项行动实施意见》，推动产线实时监测与预测性维护、提升故障识别准确性，已成为企业数智化转型的关键任务。然而在传统运维模式下，仍普遍存在预警及时性不足、运维效率有待提升、维护成本居高不下、系统协同性较弱等痛点，长期困扰着企业运维人员。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 24px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">CET中电技术推出上海上自仪转速表厂工业设备预测性维护系统，打破传统运维困局。系统可实现设备状态的全域可视化监控，对设备异常进行智能预警，并*预测故障类型，上海自动化仪表3厂帮助企业实现从 “盲目检修” 到 “*预测”、、WWW.shzy4.com/从 “被动抢修” 到 “主动预防”，大幅降低非计划停机概率、延长设备使用寿命，为工业设备全生命周期健康管理提供强力支撑。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">
macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">Part 01

四大核心价值


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 0px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">红旗仪表有限公司*图谱，设备状态一目了然

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 24px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">建立 “驾驶舱 - 设备集群 - 设备信息看板” 多层级的信息图谱，集中展示设备资产分布、健康度、告警等级、测点数据等，上海仪表四厂为管理者提供数字化决策依据。并通过*图谱分析，将设备振动、温度、转速、位移、电磁等抽象参数，转化为直观的图形界面，帮助运维人员掌握集群整体健康状态。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 0px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">智能预警，设备异常早识早防

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 24px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">针对稳态、变工况等多种场景，上海转速表厂采用基于固定阈值、动态阈值、趋势预测多种预警算法，*识别正常工况波动与实际异常状态，在设备性能退化初期或故障发生前发出告警，解决传统运维预警不及时、误报漏报多的痛点，以便运维人员能提前介入排查隐患、制定检修计划，有效避免设备故障甚至非计划停机。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 0px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">“AI+机理”诊断，故障类型*预测

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 24px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">基于机理诊断模型和AI诊断模型，新跃仪表厂对预警信息、历史数据、实时工况以及设备知识图谱进行智能分析，*预测设备故障类型并提供运维建议，准确率＞95%；另外，支持自动生成诊断报告，为后期*运维提供有力支撑。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 0px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">本地大模型知识库，设备健康闭环管理

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="margin-top: 0px; margin-bottom: 24px; padding: 0px; -webkit-tap-highlight-color: rgba(0, 0, 0, 0); outline: 0px; max-width: *; clear: both; min-height: 1em; color: rgba(0, 0, 0, 0.9); text-wrap: wrap !important;">数据输入私有知识库生成智能诊断结果，结合LLM,%3csvg="" width="'12'" height="'12'" viewbox="'0" 0="" 12="" 12'="" fill="'none'" ns="'http://www.w3.org/2000/svg'%3e%3cpath" fill-rule="'evenodd'" clip-rule="'evenodd'" d="'M7.60772" 8.29444c7.02144="" 8.73734="" 6.29139="" 9="" 5.5="" 9c3.567="" 2="" 7.433="" 5.5c2="" 3.567="" 2c7.433="" 5.5c9="" 6.28241="" 8.74327="" 7.00486="" 8.30946="" 7.5877c8.3183="" 7.59444="" 8.3268="" 7.60186="" 8.33488="" 7.60994l10.4331="" 9.70816l9.726="" 10.4153l7.62777="" 8.31704c7.62055="" 8.30983="" 7.61387="" 8.30228="" 7.60772="" 8.29444zm8="" 5.5c8="" 6.88071="" 8="" 8c4.11929="" 3="" 5.5c3="" 4.11929="" 3c6.88071="" 5.5z'="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; display: inline-block; vertical-align: super; font-size: 10px; width: 1.2em; height: 1.2em; mask-position: 50% 50%; mask-repeat: no-repeat; mask-size: *; mask-image: url(""); box-sizing: border-box !important; overflow-wrap: break-word !important;">上海自动化仪表有限公司大语言模型与AI问答输出*运维建议，支撑科学运维决策；同时诊断案例反向回哺私有知识库，形成数据驱动-智能诊断-决策输出-知识迭代的闭环，持续提升设备智能运维水平。


macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">
macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">Part 02
核心产品
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macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">
macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">
macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" background-color:="" rgb(255,="" 255,="" 255);="" text-align:="" center;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">
macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" font-size:="" 17px;="" letter-spacing:="" 0.544px;="" text-align:="" justify;="" background-color:="" rgb(255,="" 255,="" 255);="" visibility:="" visible;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px 0px 24px; padding: 0px; outline: 0px; max-width: *; color: rgba(0, 0, 0, 0.9);">

macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; line-height: 1.6; letter-spacing: 0.034em; font-size: 14px; text-wrap-style: initial !important;">CET工业设备预测性维护系统上海自动化仪表九厂macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; line-height: 1.6; letter-spacing: 0.034em; font-size: 14px; text-wrap-style: initial !important;">已macsystemfont,="" "helvetica="" neue",="" "hiragino="" sans="" gb",="" "microsoft="" yahei="" ui",="" yahei",="" arial,="" sans-serif;="" box-sizing:="" border-box="" !important;="" overflow-wrap:="" break-word="" !important;"="" style="-webkit-tap-highlight-color: rgba(0, 0, 0, 0); margin: 0px; padding: 0px; outline: 0px; max-width: *; line-height: 1.6; letter-spacing: 0.034em; font-size: 14px; text-wrap-style: initial !important;">广泛应用于化学工业、油气开采、有色金属冶炼、生产制造等多个领域，帮助企业告别盲目维修，实现*预测和主动预防，不仅大幅降低非计划停机概率，提升设备全生命周期管理与生产运营效率，同时夯实智能运维体系建设，助力企业树立 “数智转型、安全高效、绿色低碳” 的形象。