This paper presents a Fuzzy Preference Function-based Robust Multidisciplinary Design Optimization(FPF-RMDO) methodology. This method is an effective approach to multidisciplinary systems, which can be used to designe...This paper presents a Fuzzy Preference Function-based Robust Multidisciplinary Design Optimization(FPF-RMDO) methodology. This method is an effective approach to multidisciplinary systems, which can be used to designer experiences during the design optimization process by fuzzy preference functions. In this study, two optimizations are done for Predator MQ-1 Unmanned Aerial Vehicle(UAV):(A) deterministic optimization and(B) robust optimization. In both problems, minimization of takeoff weight and drag is considered as objective functions, which have been optimized using Non-dominated Sorting Genetic Algorithm(NSGA). In the robust design optimization, cruise altitude and velocity are considered as uncertainties that are modeled by the Monte Carlo Simulation(MCS) method. Aerodynamics, stability and control, mass properties, performance, and center of gravity are used for multidisciplinary analysis. Robust design optimization results show 46% and 42% robustness improvement for takeoff weight and cruise drag relative to optimal design respectively.展开更多
Aims The calyx,the outermost whorl of a flower(usually green),has been considered to function to protect flowers.in some species,how-ever,calyces are colorful and retained during seed development.Limonium species have...Aims The calyx,the outermost whorl of a flower(usually green),has been considered to function to protect flowers.in some species,how-ever,calyces are colorful and retained during seed development.Limonium species have been exploited as cut flower crops because the calyces persist for several months after the corolla has closed.To explore the adaptive significance of the persistent calyx in a desert plant Limonium leptolobum,we ask whether persistence of caly-ces can enhance pollinator attraction by enlarging floral displays,increasing reproductive success in this self-incompatible species.Methods The yellow flower of L.leptolobum lasted 1-2 days but its white,membranous calyx extended fully after the corolla closed,and per-sisted for over 2 months in the field,making hundreds of‘showy flowers’on one individual.To examine the ecological function of calyces,we test the pollinator attraction hypothesis.in an experi-mental population,we compared the difference in visit frequency and visitor behavior between intact inflorescences and inflores-cences with their calyces removed on the same individual plants.Important findingsin four experimental plots four types of floral visitors were observed including bees,butterflies,syrphid flies and day-flying moths.No significant preference was observed between calyx-free and intact inflorescences for both first arrivals and total visit frequency of all types of floral visitors,indicating that the persistence of calyces did not make plants more attractive to potential pollinators.The pollina-tor attraction hypothesis for the showy calyces was not supported by the current data.Whether the calyx in this desert plant helps seed development or has other functions needs further study.展开更多
文摘This paper presents a Fuzzy Preference Function-based Robust Multidisciplinary Design Optimization(FPF-RMDO) methodology. This method is an effective approach to multidisciplinary systems, which can be used to designer experiences during the design optimization process by fuzzy preference functions. In this study, two optimizations are done for Predator MQ-1 Unmanned Aerial Vehicle(UAV):(A) deterministic optimization and(B) robust optimization. In both problems, minimization of takeoff weight and drag is considered as objective functions, which have been optimized using Non-dominated Sorting Genetic Algorithm(NSGA). In the robust design optimization, cruise altitude and velocity are considered as uncertainties that are modeled by the Monte Carlo Simulation(MCS) method. Aerodynamics, stability and control, mass properties, performance, and center of gravity are used for multidisciplinary analysis. Robust design optimization results show 46% and 42% robustness improvement for takeoff weight and cruise drag relative to optimal design respectively.
基金This work was supported by the National Science Foundation of China(31260146).
文摘Aims The calyx,the outermost whorl of a flower(usually green),has been considered to function to protect flowers.in some species,how-ever,calyces are colorful and retained during seed development.Limonium species have been exploited as cut flower crops because the calyces persist for several months after the corolla has closed.To explore the adaptive significance of the persistent calyx in a desert plant Limonium leptolobum,we ask whether persistence of caly-ces can enhance pollinator attraction by enlarging floral displays,increasing reproductive success in this self-incompatible species.Methods The yellow flower of L.leptolobum lasted 1-2 days but its white,membranous calyx extended fully after the corolla closed,and per-sisted for over 2 months in the field,making hundreds of‘showy flowers’on one individual.To examine the ecological function of calyces,we test the pollinator attraction hypothesis.in an experi-mental population,we compared the difference in visit frequency and visitor behavior between intact inflorescences and inflores-cences with their calyces removed on the same individual plants.Important findingsin four experimental plots four types of floral visitors were observed including bees,butterflies,syrphid flies and day-flying moths.No significant preference was observed between calyx-free and intact inflorescences for both first arrivals and total visit frequency of all types of floral visitors,indicating that the persistence of calyces did not make plants more attractive to potential pollinators.The pollina-tor attraction hypothesis for the showy calyces was not supported by the current data.Whether the calyx in this desert plant helps seed development or has other functions needs further study.
