当代化工
噹代化工
당대화공
Contemporary Chemical Industry
2015年
9期
2106-2109
,共4页
梁慧%蓝名新%唐彩珍%黄福川
樑慧%藍名新%唐綵珍%黃福川
량혜%람명신%당채진%황복천
洗油乳化%均匀设计%支持向量回归%配方优化
洗油乳化%均勻設計%支持嚮量迴歸%配方優化
세유유화%균균설계%지지향량회귀%배방우화
emulsified wash oil%uniform design%support vector regression%optimized recipes
为了提高煤焦洗油乳化的稳定时间，结合均匀设计与支持向量回归(SVR)优化选择所需乳化剂成分。通过筛选和优化乳化体系，获得了三个较好的乳化洗油的配方。仿真结果表明由该方法所得的 SVR 具有较简单的结构和较好的泛化能力，仿真精度高具有一定的理论推广意义。
為瞭提高煤焦洗油乳化的穩定時間，結閤均勻設計與支持嚮量迴歸(SVR)優化選擇所需乳化劑成分。通過篩選和優化乳化體繫，穫得瞭三箇較好的乳化洗油的配方。倣真結果錶明由該方法所得的 SVR 具有較簡單的結構和較好的汎化能力，倣真精度高具有一定的理論推廣意義。
위료제고매초세유유화적은정시간，결합균균설계여지지향량회귀(SVR)우화선택소수유화제성분。통과사선화우화유화체계，획득료삼개교호적유화세유적배방。방진결과표명유해방법소득적 SVR 구유교간단적결구화교호적범화능력，방진정도고구유일정적이론추엄의의。
In order to increase the stable time of the emulsified wash oil of coal tar fraction, uniform design was combined with support vector regression to optimize emulsifier components. Three good recipes of emulsifier for wash oil were found through screening and optimizing the emulsion system. Simulation results show that this method of parameter selection for SVR has a simple structure and good generalization ability. Since simulation precision is high, this method possesses certain practical application significance.
