科技管理研究
科技管理研究
과기관리연구
SCIENCE AND TECHNOLOGY MANAGEMENT RESEARCH
2015年
3期
117-120
,共4页
汽车生命周期成本%偏最小二乘回归%非线性数学规划
汽車生命週期成本%偏最小二乘迴歸%非線性數學規劃
기차생명주기성본%편최소이승회귀%비선성수학규화
cars’life cycle cost%partial least-squares regression%nonlinear programming
为了能够给设计者提供降低汽车生命周期成本的设计决策依据,利用偏最小二乘回归得到轿车购置成本、运行使用费用与参数之间的映射关系,以客户需求、技术可行性、企业预算及盈利需求组成优化空间,建立基于非线性数学规划的生命周期成本优化模型,通过这个模型能够得到最小生命周期成本以及最优轿车参数组合,为产品设计提供依据。最后以大众轿车为实例对象,得到一定价格区间内的最优轿车参数组合。
為瞭能夠給設計者提供降低汽車生命週期成本的設計決策依據,利用偏最小二乘迴歸得到轎車購置成本、運行使用費用與參數之間的映射關繫,以客戶需求、技術可行性、企業預算及盈利需求組成優化空間,建立基于非線性數學規劃的生命週期成本優化模型,通過這箇模型能夠得到最小生命週期成本以及最優轎車參數組閤,為產品設計提供依據。最後以大衆轎車為實例對象,得到一定價格區間內的最優轎車參數組閤。
위료능구급설계자제공강저기차생명주기성본적설계결책의거,이용편최소이승회귀득도교차구치성본、운행사용비용여삼수지간적영사관계,이객호수구、기술가행성、기업예산급영리수구조성우화공간,건립기우비선성수학규화적생명주기성본우화모형,통과저개모형능구득도최소생명주기성본이급최우교차삼수조합,위산품설계제공의거。최후이대음교차위실례대상,득도일정개격구간내적최우교차삼수조합。
In order to provide designers with the basis for decision making considering reducing the life cycle cost of vehi-cle,we use the Partial Least -Regression to get the mapping of sedan acquisition costs and operation cost,and then estab-lish family cars’life cycle cost optimization model based on the Nonlinear Programming with the constraints of customer de-mand,technical feasibility,budget,and profit demand. We can get the minimum life cycle cost as well as the optimal car parameter combinations through this model. These data provide the basis for product design. Finally,taking Volkswagen car for an example,the optimized car parameters within a certain price range are obtained.