摘要
人体免疫系统是一个动态变化的系统,其免疫调控作用维持着体内细胞数量与免疫功能的平衡。针对机械设备运行状态随时间变化而产生的时变样本,受人体适应性免疫中的浆细胞调控机理的启发,提出了人工浆细胞模型,以实现了细胞检测器寿命自适应,完成时变样本的连续学习与故障诊断。
The human immune system is a dynamic system.Its immune regulation maintains the balance between the number of cells in the body and immune function.For the time-varying samples produced by the running state of mechanical equipment with time,inspired by the plasma cell regulation mechanism in human adaptive immunity,this paper proposes an artificial plasma cell model to realize the self-adaptive life of cell detectors and complete the continual learning and fault diagnosis of time-varying samples.
出处
《工业控制计算机》
2023年第1期89-91,共3页
Industrial Control Computer
关键词
人工免疫系统
故障诊断
连续学习
细胞凋亡
artificial immune system
fault diagnosis
continual learning
apoptosis