火工品
火工品
화공품
Initiators & Pyrotechnics
2015年
4期
42-46
,共5页
郭嘉昒%刘玉存%王建华%袁俊明%房伟%闫涛
郭嘉昒%劉玉存%王建華%袁俊明%房偉%閆濤
곽가물%류옥존%왕건화%원준명%방위%염도
含能材料%撞击感度%描述符%对数模型%分类细化%误差放大
含能材料%撞擊感度%描述符%對數模型%分類細化%誤差放大
함능재료%당격감도%묘술부%대수모형%분류세화%오차방대
Energetic material%Impact sensitivity%Descriptors%Logarithmic model%Classification refinement%Error amplifier
为了探索新的含能材料撞击感度预测方法,分类研究了若干硝基类含能材料,发现关于对称芳香族类硝基含能材料的部分NQ/Y类描述符与lnh50呈良好线性关系。结合若干与lnh50线性相关性较高的NQ/M (M表示摩尔质量)类描述符,对35个对称芳香族硝基类含能材料线性回归建立模型1,相关系数为0.952;并以8个对称芳香族硝胺类含能材料作为训练样本建立模型2,相关系数为0.991。对模型1检验对比表明,模型1具有较高的内部稳定性及外部预测性。而模型2将特性落高(h50)与结构描述符直接关联,能够克服对数模型引起误差放大的缺点。
為瞭探索新的含能材料撞擊感度預測方法,分類研究瞭若榦硝基類含能材料,髮現關于對稱芳香族類硝基含能材料的部分NQ/Y類描述符與lnh50呈良好線性關繫。結閤若榦與lnh50線性相關性較高的NQ/M (M錶示摩爾質量)類描述符,對35箇對稱芳香族硝基類含能材料線性迴歸建立模型1,相關繫數為0.952;併以8箇對稱芳香族硝胺類含能材料作為訓練樣本建立模型2,相關繫數為0.991。對模型1檢驗對比錶明,模型1具有較高的內部穩定性及外部預測性。而模型2將特性落高(h50)與結構描述符直接關聯,能夠剋服對數模型引起誤差放大的缺點。
위료탐색신적함능재료당격감도예측방법,분류연구료약간초기류함능재료,발현관우대칭방향족류초기함능재료적부분NQ/Y류묘술부여lnh50정량호선성관계。결합약간여lnh50선성상관성교고적NQ/M (M표시마이질량)류묘술부,대35개대칭방향족초기류함능재료선성회귀건립모형1,상관계수위0.952;병이8개대칭방향족초알류함능재료작위훈련양본건립모형2,상관계수위0.991。대모형1검험대비표명,모형1구유교고적내부은정성급외부예측성。이모형2장특성락고(h50)여결구묘술부직접관련,능구극복대수모형인기오차방대적결점。
In order to explore new prediction methods for impact sensitivity, a number of nitro energetic materials are classified and researched. Results indicate that the sectionsNQ/Y class descriptor of symmetrical aromatic nitro energetic materials are in a good linear relationship with lnh50. The model 1 established by linear regression method for 35 symmetrical aromatic nitro energetic materials has a correlation coefficient of 0.952, by combination of someNQ/M class descriptors which have higher linear correlation with lnh50. And the model 2 has a correction coefficient of 0.991 which takes eight symmetrical aromatic nitramine energetic materials as training samples. The comparison of model tests indicates that the model 1 has a high internal stability and external prediction. The model 2 established the relationship betweenh50 and descriptors, which could overcome the shortage of error amplifier caused by logarithmic models.