Chemical Industry and Engineering Progress ›› 2025, Vol. 44 ›› Issue (9): 5075-5091.DOI: 10.16085/j.issn.1000-6613.2024-1265
• Materials science and technology • Previous Articles
LI Xuejiao(
), JIANG Ning(
), LIU Xinhao, LI Di, XU Jiachuan
Received:2024-08-02
Revised:2024-09-22
Online:2025-09-30
Published:2025-09-25
Contact:
JIANG Ning
通讯作者:
姜宁
作者简介:李雪娇(2000—),女,硕士研究生,研究方向为聚烯烃材料的热氧老化。E-mail:lxuejiao2022@163.com。
基金资助:CLC Number:
LI Xuejiao, JIANG Ning, LIU Xinhao, LI Di, XU Jiachuan. Research progress of thermal-oxidative aging mechanism and life prediction of polyolefin[J]. Chemical Industry and Engineering Progress, 2025, 44(9): 5075-5091.
李雪娇, 姜宁, 刘鑫浩, 李迪, 徐家川. 聚烯烃热氧老化机理及寿命预测研究进展[J]. 化工进展, 2025, 44(9): 5075-5091.
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URL: https://hgjz.cip.com.cn/EN/10.16085/j.issn.1000-6613.2024-1265
| 寿命预测方法 | 适用条件 | 优势 | 局限性 |
|---|---|---|---|
| 基于单一机械性能参数 | 适用范围广泛 | 直观性、标准化测试方法、失效模式明确、无需复杂的化学分析 | 忽略DLO效应、预测周期长 |
| 基于单一微观产物参数 | 已知老化机理 | 灵敏度高、预测周期短 | 检测技术要求高、老化机理复杂 |
| 基于人工神经网络法 | 机理不明、数据量大 | 多变量输入、准确度高、鲁棒性强,灵活性高 | 数据依赖性强 |
| 寿命预测方法 | 适用条件 | 优势 | 局限性 |
|---|---|---|---|
| 基于单一机械性能参数 | 适用范围广泛 | 直观性、标准化测试方法、失效模式明确、无需复杂的化学分析 | 忽略DLO效应、预测周期长 |
| 基于单一微观产物参数 | 已知老化机理 | 灵敏度高、预测周期短 | 检测技术要求高、老化机理复杂 |
| 基于人工神经网络法 | 机理不明、数据量大 | 多变量输入、准确度高、鲁棒性强,灵活性高 | 数据依赖性强 |
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