標準解讀

《GB/T 44407-2024 智能服務 預測性維護 虛擬維護系統(tǒng)技術要求》這一標準文件,專注于為智能服務領域中的預測性維護解決方案提供一套詳細的規(guī)范和指導原則,特別是針對虛擬維護系統(tǒng)的設計與實施。該標準旨在確保此類系統(tǒng)能夠高效、準確地預測設備故障、優(yōu)化維護計劃,并通過數字化手段模擬實體維護過程,從而提高維護效率,減少停機時間,降低成本。

標準內容概覽包括但不限于以下幾個核心方面:

  1. 范圍界定:明確標準適用的智能服務領域及預測性維護中虛擬維護系統(tǒng)的具體應用場景,如制造業(yè)、能源、交通等行業(yè)中的關鍵設備維護。

  2. 術語定義:對預測性維護、虛擬維護系統(tǒng)、傳感器數據、算法模型等相關專業(yè)術語給出清晰的定義,確保行業(yè)內溝通的一致性和準確性。

  3. 技術要求

    • 數據采集與處理:規(guī)定了數據采集的頻率、精度要求以及數據預處理方法,強調利用物聯網(IoT)技術收集設備運行狀態(tài)數據。
    • 預測模型構建:闡述了如何基于機器學習、人工智能算法建立故障預測模型,要求模型具備高準確性、可解釋性,并能隨時間自我優(yōu)化。
    • 虛擬仿真:描述了虛擬環(huán)境的搭建標準,應能真實反映設備狀態(tài)變化及維護操作過程,支持遠程診斷與培訓。
    • 系統(tǒng)集成與互操作性:要求虛擬維護系統(tǒng)需易于與其他IT系統(tǒng)(如ERP、CMMS)集成,遵循開放標準以促進數據交換和流程協(xié)同。
  4. 安全與隱私保護:強調在數據收集、存儲、處理過程中必須遵守相關法律法規(guī),確保數據的安全性與用戶隱私保護。

  5. 性能評估與持續(xù)改進:設定評估虛擬維護系統(tǒng)效能的關鍵指標,如預測準確率、響應時間、系統(tǒng)穩(wěn)定性等,并鼓勵采用持續(xù)改進機制,不斷提升服務質量。

  6. 實施指南與案例參考:雖然通常標準不會包含詳細實施步驟,但可能提供原則性指導或成功案例概述,幫助企業(yè)和組織更好地理解和應用這些要求。


如需獲取更多詳盡信息,請直接參考下方經官方授權發(fā)布的權威標準文檔。

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文檔簡介

ICS

25.040.40

CCS

N19

中華人民共和國國家標準

GB/T44407—2024

智能服務預測性維護

虛擬維護系統(tǒng)技術要求

Intelligentservice—Predictivemaintenance—

Requirementofvirtualmaintenancesystem

2024-08-23發(fā)布2025-03-01實施

國家市場監(jiān)督管理總局發(fā)布

國家標準化管理委員會

GB/T44407—2024

目次

前言

·····································································································

1

范圍

··································································································

1

2

規(guī)范性引用文件

······················································································

1

3

術語和定義

···························································································

1

4

工作流程

······························································································

2

5

系統(tǒng)框架

······························································································

2

6

基礎設施要求

·························································································

3

6.1

建模開發(fā)工具

····················································································

3

6.2

交互設備

·························································································

3

6.3

網絡通信

·························································································

3

6.4

系統(tǒng)接口

·························································································

4

6.5

安全管理

·························································································

4

7

數據要求

······························································································

4

7.1

數據管理

·························································································

4

7.2

樣機數據

·························································································

4

7.3

環(huán)境數據

·························································································

4

7.4

操作者模型數據

·················································································

5

7.5

過程數據

·························································································

5

7.6

安全相關數據

····················································································

5

8

建模要求

······························································································

5

8.1

模型管理

·························································································

5

8.2

樣機建模

·························································································

5

8.3

環(huán)境建模

·························································································

6

8.4

操作者建模

······················································································

6

8.5

過程建模

·························································································

6

8.6

安全要素建模

····················································································

7

9

系統(tǒng)功能要求

·························································································

7

9.1

維護管理與方案規(guī)劃

·············································································

7

9.2

維護方案驗證與優(yōu)化

·············································································

8

9.3

維護能力培訓

····················································································

9

參考文獻

································································································

10

GB/T44407—2024

前言

本文件按照GB/T1.1—2020《標準化工作導則第1部分:標準化文件的結構和起草規(guī)則》的規(guī)

定起草。

請注意本文件的某些內容可能涉及專利。本文件的發(fā)布機構不承擔識別專利的責任。

本文件由中國機械工業(yè)聯合會提出。

本文件由全國工業(yè)過程測量控制和自動化標準化技術委員會(SAC/TC124)歸口。

本文件起草單位:機械工業(yè)儀器儀表綜合技術經濟研究所、上海華興數字科技有限公司、西南交通

大學、武漢東研智慧設計研究院有限公司、中國石油大學(北京)、清華大學、北京衛(wèi)星環(huán)境工程研究

所、上海應用技術大學、杭州三海電子科技股份有限公司、重慶郵電大學、中廣核研究院有限公司、

南昌大學、斯凱孚(中國)有限公司、西門子(中國)有限公司、舍弗勒貿易(上海)有限公司、頻率

探索智能科技江蘇有限公司、碩橙(廈門)科技有限公司、航天智控(北京)監(jiān)測技術有限公司、杭州

安脈盛智能技術有限公司、浙江機至數字科技有限公司、京智測維(北京)技術有限公司、中移(上海)

信息通信科技有限公司、重慶盟訊電子科技有限公司、上海電氣集團股份有限公司中央研究院、

施耐德電氣(中國)有限公司、中國科學院合肥物質科學研究院、江西省工業(yè)和信息化研究院、北京奔

馳汽車有限公司、北京角動力技術有限公司、無錫職業(yè)技術學院、北京廣利核系統(tǒng)工程有限公司、丹東

華通測控有限公司、西安因聯信息科技有限公司、上海市航數智能科技有限公司、北京博華信智科技股

份有限公司、中國工程物理研究院動力部、武漢中云康崇科技有限公司、北京天澤智云科技有限公司、

清華大學山西清潔能源研究院、華北電力科學研究院有限責任公司、臺達電子企業(yè)管理(上海)有限公

司、一汽解放汽車有限公司、南京高精齒輪集團有限公司、青海大學、鄭州奧特科技有限公司、西安華

云智聯信息科技有限公司。

本文件主要起草人:王凱、郭亮、朱超、王成城、魏坤侖、王金江、游和平、張飛斌、蘇新明、

徐彬、唐環(huán)、黃慶卿、黃自平、劉建勝、王永年、翁良、周林飛、宋鵬、孟力、樸永煥、彭六保、

蔡一彪、張佰和、司凱、陳豫蓉、陳菁、李喆、常光忠、張祖超、胡偉、談宏志、郭東棟、喬靖玉、

王駿、石桂連、楊炳春、高宏力、張開桓、秦泰春、孟繁林、李芳、張鵬飛、李祎文、鄔知衡、

羅久飛、王蓬、田秦、袁嘯林、劉洪剛、朱志平、寧國云、張曉、安方、方正飛、楊振勇、韓飛、

張棟梁、董明磊、王鵬、王建新、王正龍、李世斌、鐘伯錄、任志剛。

GB/T44407—2024

智能服務預測性維護

虛擬維護系統(tǒng)技術要求

1范圍

本文件規(guī)定了智能服務預測性維護中虛擬維護系統(tǒng)的工作流程、系統(tǒng)框架、基礎設施要求、數據要

求、建模要求、系統(tǒng)功能要求等。

本文件適用于虛擬維護系統(tǒng)的設計、開發(fā)、使用和維護等。

2規(guī)范性引用文件

下列文件中的內容通過文中的規(guī)范性引用而構成本文件必不可少的條款。其中,注日期的引用文

件,僅該日期對應的版本適用于本文件;不注日期的引用文件,其最新版本(包括所有的修改單)適用

于本文件。

GB/T40571—2021智能服務預測性維護通用要求

3術語和定義

GB/T40571—2021界定的以及下列術語和定義適用于本文件。

3.1

虛擬維護系統(tǒng)virtualmaintenancesystem

利用虛擬維護硬件,采用虛擬現實或增強現

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