{"title":"探索耦合工程系统设计中的稳健决策","authors":"Gehendra Sharma, J. Allen, F. Mistree","doi":"10.1115/1.4063157","DOIUrl":null,"url":null,"abstract":"\n Engineered systems can be characterized by the inherent uncertainties and interactions in the system. To effectively design such engineered systems while improving the quality of design decisions, we contend that addressing the inherent interactions and uncertainties is critical. By addressing interactions, we incorporate the ability to account for the influence of one design decision over another in the decision-making process. Through uncertainty management, we design decisions that are relatively insensitive to uncertainty. In this paper, we identify the various elements required for designing engineered systems and address some key elements, that are, (i) decision identification and classification, (ii) modeling decisions and their interactions, (iii) managing the effect of uncertainties in decisions and, (iv) solution space exploration. We utilize these key elements in the formulation and exploration of design problems using 3 design examples, that are: (i) design of a fender, (ii) design of a gearbox, and (iii) design of a composite structure. As a contribution, we offer a generic method that enables designers to design engineered systems when interactions and uncertainties are prevalent in design decisions.","PeriodicalId":50137,"journal":{"name":"Journal of Mechanical Design","volume":"76 1","pages":""},"PeriodicalIF":2.9000,"publicationDate":"2023-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"EXPLORING ROBUST DECISIONS IN THE DESIGN OF COUPLED ENGINEERED SYSTEMS\",\"authors\":\"Gehendra Sharma, J. Allen, F. Mistree\",\"doi\":\"10.1115/1.4063157\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"\\n Engineered systems can be characterized by the inherent uncertainties and interactions in the system. To effectively design such engineered systems while improving the quality of design decisions, we contend that addressing the inherent interactions and uncertainties is critical. By addressing interactions, we incorporate the ability to account for the influence of one design decision over another in the decision-making process. Through uncertainty management, we design decisions that are relatively insensitive to uncertainty. In this paper, we identify the various elements required for designing engineered systems and address some key elements, that are, (i) decision identification and classification, (ii) modeling decisions and their interactions, (iii) managing the effect of uncertainties in decisions and, (iv) solution space exploration. We utilize these key elements in the formulation and exploration of design problems using 3 design examples, that are: (i) design of a fender, (ii) design of a gearbox, and (iii) design of a composite structure. As a contribution, we offer a generic method that enables designers to design engineered systems when interactions and uncertainties are prevalent in design decisions.\",\"PeriodicalId\":50137,\"journal\":{\"name\":\"Journal of Mechanical Design\",\"volume\":\"76 1\",\"pages\":\"\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2023-08-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Mechanical Design\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1115/1.4063157\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, MECHANICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Mechanical Design","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1115/1.4063157","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, MECHANICAL","Score":null,"Total":0}
EXPLORING ROBUST DECISIONS IN THE DESIGN OF COUPLED ENGINEERED SYSTEMS
Engineered systems can be characterized by the inherent uncertainties and interactions in the system. To effectively design such engineered systems while improving the quality of design decisions, we contend that addressing the inherent interactions and uncertainties is critical. By addressing interactions, we incorporate the ability to account for the influence of one design decision over another in the decision-making process. Through uncertainty management, we design decisions that are relatively insensitive to uncertainty. In this paper, we identify the various elements required for designing engineered systems and address some key elements, that are, (i) decision identification and classification, (ii) modeling decisions and their interactions, (iii) managing the effect of uncertainties in decisions and, (iv) solution space exploration. We utilize these key elements in the formulation and exploration of design problems using 3 design examples, that are: (i) design of a fender, (ii) design of a gearbox, and (iii) design of a composite structure. As a contribution, we offer a generic method that enables designers to design engineered systems when interactions and uncertainties are prevalent in design decisions.
期刊介绍:
The Journal of Mechanical Design (JMD) serves the broad design community as the venue for scholarly, archival research in all aspects of the design activity with emphasis on design synthesis. JMD has traditionally served the ASME Design Engineering Division and its technical committees, but it welcomes contributions from all areas of design with emphasis on synthesis. JMD communicates original contributions, primarily in the form of research articles of considerable depth, but also technical briefs, design innovation papers, book reviews, and editorials.
Scope: The Journal of Mechanical Design (JMD) serves the broad design community as the venue for scholarly, archival research in all aspects of the design activity with emphasis on design synthesis. JMD has traditionally served the ASME Design Engineering Division and its technical committees, but it welcomes contributions from all areas of design with emphasis on synthesis. JMD communicates original contributions, primarily in the form of research articles of considerable depth, but also technical briefs, design innovation papers, book reviews, and editorials.