應(yīng)用數(shù)據(jù)挖掘關(guān)聯(lián)技術(shù)研究溫濕度
對(duì)沖擊譜試驗(yàn)的影響

應(yīng)用數(shù)據(jù)挖掘關(guān)聯(lián)技術(shù)研究溫濕度對(duì)沖擊譜試驗(yàn)的影響

摘要: 沖擊譜試驗(yàn)隨機(jī)性強(qiáng)，難度較大，必須了解環(huán)境溫度、濕度對(duì)試驗(yàn)的影響。通過對(duì)數(shù)據(jù)預(yù)處理并建立沖擊譜試驗(yàn)評(píng)價(jià)模型，應(yīng)用數(shù)據(jù)挖掘中關(guān)聯(lián)分析方法提取數(shù)據(jù)背后隱藏的有用知識(shí)，獲得了溫度、濕度對(duì)沖擊譜試驗(yàn)各個(gè)調(diào)試因素的影響，并分析了其間存在的某種規(guī)律性，找出了適用于沖擊譜試驗(yàn)的環(huán)境溫度、濕度范圍。研究結(jié)果可為今后的產(chǎn)品沖擊環(huán)境試驗(yàn)提供有力的技術(shù)支持，進(jìn)一步提高沖擊譜試驗(yàn)的試驗(yàn)質(zhì)量和試驗(yàn)中的產(chǎn)品安全性。

Abstract: Shock spectrum tests are stochastic and difficult in nature, where an understanding of temperature and humidity effects is required. An evaluation model for shock spectrum tests is constructed through data preprocessing, and an association analysis as means of data mining is made to identify useful information about temperature and humidity influence on the test. Best temperature and humidity ranges for shock spectrum tests are also determined. The research provides a technical support for ensuring promoting the quality and safety in future shock spectrum tests.