哈尔滨工程大学学报
哈爾濱工程大學學報
합이빈공정대학학보
JOURNAL OF HARBIN ENGINEERING UNIVERSITY
2014年
5期
537-543
,共7页
刘鹏%范立云%马修真%王昊%白云%宋恩哲
劉鵬%範立雲%馬脩真%王昊%白雲%宋恩哲
류붕%범립운%마수진%왕호%백운%송은철
柴油机%电控单体泵%高速电磁阀%动态响应%响应面方法%实验设计%预测模型
柴油機%電控單體泵%高速電磁閥%動態響應%響應麵方法%實驗設計%預測模型
시유궤%전공단체빙%고속전자벌%동태향응%향응면방법%실험설계%예측모형
diesel engine%electronic unit pump%high-speed solenoid valve%dynamic response%response surface methodology%design of experiments%prediction model
为了更有效地进行高速电磁阀参数的设计及匹配,经常采用数值模拟方法和结合实验设计的响应面方法。在Ansoft Maxwell 电磁仿真环境中建立了柴油机电控单体泵高速电磁阀的有限元模型,通过与试验数据对比,得出电磁阀关闭响应时间最大误差为2%,开启响应时间最大误差为8.7%,验证了该仿真模型的准确性。通过中心复合设计实验设计方法,制定了高速电磁阀动态响应特性实验研究方案。应用最小二乘法进行回归分析,分别得出了高速电磁阀关闭响应时间、开启响应时间的多元二次响应面预测模型。两模型的 R2值、Q2值分别为0.986、0.867和0.999、0.981,且通过仿真实验验证,关闭响应时间、开启响应时间最大误差分别为5.1%、1.6%,说明了该模型能够准确预测高速电磁阀的动态响应特性,为高速电磁阀参数的设计及匹配提供了一种有效工具。
為瞭更有效地進行高速電磁閥參數的設計及匹配,經常採用數值模擬方法和結閤實驗設計的響應麵方法。在Ansoft Maxwell 電磁倣真環境中建立瞭柴油機電控單體泵高速電磁閥的有限元模型,通過與試驗數據對比,得齣電磁閥關閉響應時間最大誤差為2%,開啟響應時間最大誤差為8.7%,驗證瞭該倣真模型的準確性。通過中心複閤設計實驗設計方法,製定瞭高速電磁閥動態響應特性實驗研究方案。應用最小二乘法進行迴歸分析,分彆得齣瞭高速電磁閥關閉響應時間、開啟響應時間的多元二次響應麵預測模型。兩模型的 R2值、Q2值分彆為0.986、0.867和0.999、0.981,且通過倣真實驗驗證,關閉響應時間、開啟響應時間最大誤差分彆為5.1%、1.6%,說明瞭該模型能夠準確預測高速電磁閥的動態響應特性,為高速電磁閥參數的設計及匹配提供瞭一種有效工具。
위료경유효지진행고속전자벌삼수적설계급필배,경상채용수치모의방법화결합실험설계적향응면방법。재Ansoft Maxwell 전자방진배경중건립료시유궤전공단체빙고속전자벌적유한원모형,통과여시험수거대비,득출전자벌관폐향응시간최대오차위2%,개계향응시간최대오차위8.7%,험증료해방진모형적준학성。통과중심복합설계실험설계방법,제정료고속전자벌동태향응특성실험연구방안。응용최소이승법진행회귀분석,분별득출료고속전자벌관폐향응시간、개계향응시간적다원이차향응면예측모형。량모형적 R2치、Q2치분별위0.986、0.867화0.999、0.981,차통과방진실험험증,관폐향응시간、개계향응시간최대오차분별위5.1%、1.6%,설명료해모형능구준학예측고속전자벌적동태향응특성,위고속전자벌삼수적설계급필배제공료일충유효공구。
For a more effective design and matching of the parameters of the high-speed solenoid valve,the numeri-cal simulation method and response surface methodology(RSM)along with the design of experiments(DOE)are applied. The finite element model of the high-speed solenoid valve for the diesel engine electronic unit pump has been developed in the Ansoft Maxwell environment. Its accuracy has been verified through laboratory experiments and the maximum error rate of the closed response time is 2% and the maximum error rate of the open response time is 8.7%. The experimental research scheme of dynamic response characteristics of the high-speed solenoid valve was designed by central composite design(CCD). With the least square regression analysis,the multiple quadratic re-sponse surface models of the closed response time and open response time of the high-speed solenoid valve were ob-tained. The values of R2 and Q2 of the two models are 0.986,0.867 and 0.999,0.981,respectively,and the maxi-mum error rate of the closed response time and open response time are 5.1% and 1.6%,respectively.Simulation ex-periment proves that the model can accurately forecast the dynamic response characteristics of the high-speed sole-noid valve. This study provides an effective tool for the design and matching of the parameters of the high-speed so-lenoid valve.