基于多环境时间相似理论的通信设备剩余寿命预测方法

Rui Guo, Yongjun Peng, Anping Wan, Lihua Wu, Ningdong You
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引用次数: 0

摘要

为了降低通信设备运维管理的高成本,提出了一种基于多环境时间相似(METS)理论的通信设备剩余寿命预测方法,以制定科学合理的通信设备成本维护策略。该方法引入一种与对象运行环境和类型相似的参考通信设备,利用经验运行数据获得参考单元在实际运行工况和基准运行工况下的寿命评估参数的相似系数(运行时数和启停周期)。基于METS理论,通过计算目标单元在实际运行工况下的实际运行时数和启停周期,得到目标单元在基准运行工况下的因子运行时数和启停周期。通过与最大维修间隔的比较,预测了目标单元的剩余寿命。最后,以某工厂通信设备HGP部件剩余寿命预测为例,验证了该预测方法的科学有效性和可行性。
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Communication Equipment Residual Life Prediction Method Based on Multi-environmental Time Similarity Theory
In order to reduce the high costs of Communication Equipment operation and maintenance management, a novel residual life prediction method for Communication Equipment based on multi- environmental time similarity (METS) theory was proposed to make scientific and reasonable cost maintenance strategy of Communication Equipment. This method has introduced a reference Communication Equipment which has similar operational environment and type of the object Communication Equipment to obtain similarity coefficient (running hours and start/stop cycles) of the reference unit life evaluation parameters under actual operation conditions and benchmark operation conditions by using experience operational data. Based on the METS theory, the object unit factored running hours and start/stop cycles under benchmark operative conditions were obtained through calculating its actual running hours and start/stop cycles under actual operational conditions. And then the object unit residual life was predicted by comparing with maximum maintenance interval. Finally, a factory Communication Equipment HGP component residual life prediction is provided as the example to verify the scientific validity and feasibility of the prediction method.
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