T-CICC 35012-2025 复杂智能系统可靠性技术要求

ICS 03.120.01 CCS L 05 T/CICC 中国指挥与控制学会团体标准 T/ CICC 35012—2025 复杂智能系统可靠性技术要求 Technical requirement s for reliability of complex intelligent systems 2025-09-12 发布 2025-09-12 实施中国指挥与控制学会发布全国团体标准信息平台全国团体标准信息平台 T/CI CC 35012－2025 I 目次前言 ................................ ................................ ..................... V 1 范围 ................................ ................................ .................. 1 2 规范性引用文件 ................................ ................................ ........ 1 3 术语与定义 ................................ ................................ ............ 1 4 缩略语 ................................ ................................ ................ 3 5 智能系统可靠性核心对象 ................................ ................................ 5 5.1 数据对象 ................................ ................................ .......... 5 5.1.1 范围与构成 ................................ ................................ .... 5 5.1.2 边界与接口 ................................ ................................ .... 5 5.2 模型对象 ................................ ................................ .......... 6 5.2.1 范围与构成 ................................ ................................ .... 6 5.2.2 边界与接口 ................................ ................................ .... 6 5.3 AI平台 ................................ ................................ ............ 6 5.3.1 硬件平台 ................................ ................................ ...... 6 5.3.2 软件平台 ................................ ................................ ...... 6 5.3.3 接口与交互 ................................ ................................ .... 7 6 智能系统可靠性定性要求 ................................ ................................ 7 6.1 数据可靠性定性要求 ................................ ................................ 7 6.1.1 训练数据覆盖性 ................................ ................................ 7 6.1.2 测试数据极端与边界场景 ................................ ........................ 7 6.1.3 运行时数据质量 ................................ ................................ 7 6.2 模型可靠性定性要求 ................................ ................................ 7 6.2.1 模型验证与测试 ................................ ................................ 7 6.2.2 不确定性量化与处置 ................................ ............................ 8 6.2.3 退化监测与预警 ................................ ................................ 8 6.2.4 版本控制与回滚 ................................ ................................ 8 6.2.5 环境适应性与资源约束 ................................ .......................... 8 6.2.6 冗余与多样性 ................................ ................................ .. 8 6.3 平台可靠性定性要求 ................................ ................................ 8 6.3.1 系统容错能力 ................................ ................................ .. 8 6.3.2 资源管理 ................................ ................................ ...... 8 6.3.3 性能稳定性 ................................ ................................ .... 8 6.3.4 依赖管理 ................................ ................................ ...... 9 6.3.5 日志与监控 ................................ ................................ .... 9 6.3.6 更新与维护 ................................ ................................ .... 9 6.3.7 环境适配性 ................................ ................................ .... 9 7 智能系统可靠性定量要求 ................................ ................................ 9 全国团体标准信息平台 T/CI CC 35012－2025 II 7.1 运行可靠性指标体系 ................................ ............................... 9 7.1.1 平均故障间隔时间（ MTBF） ................................ ..................... 9 7.1.2 停机成本（ CoD）................................ ............................... 9 7.1.3 软件按需故障概率（ POFOD）................................ .................... 10 7.2 数据可靠性指标体系 ................................ .............................. 10 7.2.1 覆盖完整性 ...........................