T-CICC 35006-2026 复杂智能系统故障预测与健康管理技术要求

T/CICC 中国指挥与控制学会团体标准 T/ CICC 35006—2026 复杂智能系统故障预测与健康管理技术要求 Technical requirements for prognostics and health management of complex intelligent systems 2026-02-28发布 2026-02-28实施中国指挥与控制学会发布 ICS 35.240.01 CCS L 05 全国团体标准信息平台 T/CICC 35006－2026 全国团体标准信息平台 T/CICC 35006－2026 I 目次前言 ................................ ................................ .......................... V 1 范围 ................................ ................................ ........................ 1 2 规范性引用文件 ................................ ................................ .............. 1 3 术语和定义 ................................ ................................ .................. 1 4 缩略语 ................................ ................................ ...................... 2 5 复杂智能系统故障预测与健康管理技术框架 ................................ .................... 2 5.1 概述 ................................ ................................ .................... 2 5.2 数据采集层 ................................ ................................ .............. 2 5.3 数据处理层 ................................ ................................ .............. 2 5.4 状态检测层 ................................ ................................ .............. 2 5.5 健康评估层 ................................ ................................ .............. 3 5.6 故障诊断层 ................................ ................................ .............. 3 5.7 预测评估层 ................................ ................................ .............. 3 5.8 决策生成层 ................................ ................................ .............. 3 6 复杂智能系统故障预测与健康管理指标体系 ................................ .................... 3 6.1 定性要求 ................................ ................................ ................ 3 6.1.1 数据完整性 ................................ ................................ ......... 3 6.1.2 数据准确性 ................................ ................................ ......... 3 6.1.3 数据一致性 ................................ ................................ ......... 3 6.1.4 数据时效性 ................................ ................................ ......... 3 6.1.5 数据规范性 ................................ ................................ ......... 3 6.1.6 数据可访问性 ................................ ................................ ....... 3 6.1.7 可扩展性 ................................ ................................ ............ 3 6.1.8 结果可解释性 ................................ ................................ ....... 4 6.1.9 预测时效性 ................................ ................................ ......... 4 6.1.10 决策准确性 ................................ ................................ ........ 4 6.1.11 可执行性 ................................ ................................ ........... 4 6.2 定量指标 ................................ ................................ ................ 4 6.2.1 数据缺失率 ................................ ................................ ......... 4 6.2.2 数据丢包率 ................................ ................................ ......... 4 6.2.3 故障诊断覆盖率 ................................ ................................ ..... 4 6.2.4 故障检测率 ................................ ................................ ......... 5 6.2.5 故障漏报率 ................................ ................................ ......... 5 6.2.6 故障虚警率 ................................ ................................ ......... 5 6.2.7 准确率 ................................ ................................ .............. 5 6.2.8 精确率 ................................ ................................ .............. 5 6.2.9 召回率 ................................ ................................ .............. 5 6.2.10 漏检率 ................................ ................................ ............. 6 6.2.11 虚警率 .............................