Pub Date : 2024-07-04DOI: 10.1080/09544828.2024.2368405
Ru Wang, Yanshao Sun, Tao Peng, Yiwei Hua, Guoxin Wang, Yan Yan
In the fast-paced world of product design, businesses seek a competitive edge by swiftly addressing user requirements and developing precise solutions. Depending on diverse knowledge, conceptual de...
{"title":"A knowledge graph-aided decision guidance method for product conceptual design","authors":"Ru Wang, Yanshao Sun, Tao Peng, Yiwei Hua, Guoxin Wang, Yan Yan","doi":"10.1080/09544828.2024.2368405","DOIUrl":"https://doi.org/10.1080/09544828.2024.2368405","url":null,"abstract":"In the fast-paced world of product design, businesses seek a competitive edge by swiftly addressing user requirements and developing precise solutions. Depending on diverse knowledge, conceptual de...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"30 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141548265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-02DOI: 10.1080/09544828.2024.2373036
Haoran Cui, Lin Gong, Sihan Huang, Jiewu Leng, Pai Zheng, Yan Yan
The rapid development of advanced technologies provides futuristic option to enhance product value with digital services, which the concept of Smart Product-Service System (SPSS) was proposed. SPSS...
{"title":"Cognitive intelligence-enabled requirements elicitation for design optimisation of smart product-service system","authors":"Haoran Cui, Lin Gong, Sihan Huang, Jiewu Leng, Pai Zheng, Yan Yan","doi":"10.1080/09544828.2024.2373036","DOIUrl":"https://doi.org/10.1080/09544828.2024.2373036","url":null,"abstract":"The rapid development of advanced technologies provides futuristic option to enhance product value with digital services, which the concept of Smart Product-Service System (SPSS) was proposed. SPSS...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"4 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141548266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mining entities from open Chinese mechanical equipment texts have become prevailing in the intelligent manufacturing field. However, compared to named entities in other domains, it is very hard to ...
{"title":"An adaptive multi-neural network model for named entity recognition of Chinese mechanical equipment corpus","authors":"Pin Lyu, Yongyong Yue, Wengbing Yu, Liqiao Xiao, Chao Liu, Pai Zheng","doi":"10.1080/09544828.2024.2340392","DOIUrl":"https://doi.org/10.1080/09544828.2024.2340392","url":null,"abstract":"Mining entities from open Chinese mechanical equipment texts have become prevailing in the intelligent manufacturing field. However, compared to named entities in other domains, it is very hard to ...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"16 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141575873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-27DOI: 10.1080/09544828.2024.2366686
Haokun Li, Ru Wang, Zuoxu Wang, Guannan Li, Guoxin Wang, Yan Yan
Design automation is undergoing a new generation of changes caused by artificial intelligence technologies represented by deep learning and reinforcement learning. Notably, the advantages of deep r...
{"title":"Leveraging deep reinforcement learning for design space exploration with multi-fidelity surrogate model","authors":"Haokun Li, Ru Wang, Zuoxu Wang, Guannan Li, Guoxin Wang, Yan Yan","doi":"10.1080/09544828.2024.2366686","DOIUrl":"https://doi.org/10.1080/09544828.2024.2366686","url":null,"abstract":"Design automation is undergoing a new generation of changes caused by artificial intelligence technologies represented by deep learning and reinforcement learning. Notably, the advantages of deep r...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"11 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141548267","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Owing to the discontinuous specificity and complexity of architecture design space, the issue of selecting and combining components comprising the engineered system, numerous constraints and associ...
{"title":"Intelligent design exploration method for complex engineered system architecture generation","authors":"Ru Wang, ZhuQin Wei, Haokun Li, Zuoxu Wang, Yu Huang, Guoxin Wang","doi":"10.1080/09544828.2024.2362588","DOIUrl":"https://doi.org/10.1080/09544828.2024.2362588","url":null,"abstract":"Owing to the discontinuous specificity and complexity of architecture design space, the issue of selecting and combining components comprising the engineered system, numerous constraints and associ...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"19 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141529825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-31DOI: 10.1080/09544828.2024.2358722
Zhouyang Wang, Zhengyu Tan, Yujia Ma
Recent advancements in generative AI models showcase significant potential in the creative industry. This study explores the application of state-of-the-art (SOTA) visual foundation models to enhan...
{"title":"Combinediff: a GenAI creative support tool for image combination exploration","authors":"Zhouyang Wang, Zhengyu Tan, Yujia Ma","doi":"10.1080/09544828.2024.2358722","DOIUrl":"https://doi.org/10.1080/09544828.2024.2358722","url":null,"abstract":"Recent advancements in generative AI models showcase significant potential in the creative industry. This study explores the application of state-of-the-art (SOTA) visual foundation models to enhan...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"87 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-28DOI: 10.1080/09544828.2024.2356707
Liuqing Chen, Yuan Zhang, Ji Han, Lingyun Sun, Peter Childs, Boheng Wang
In creativity theory, combining two unrelated concepts into a novel idea is a common means of enhancing creativity. Designers can integrate the Additive concept into the Base concept to inspire and...
{"title":"A foundation model enhanced approach for generative design in combinational creativity","authors":"Liuqing Chen, Yuan Zhang, Ji Han, Lingyun Sun, Peter Childs, Boheng Wang","doi":"10.1080/09544828.2024.2356707","DOIUrl":"https://doi.org/10.1080/09544828.2024.2356707","url":null,"abstract":"In creativity theory, combining two unrelated concepts into a novel idea is a common means of enhancing creativity. Designers can integrate the Additive concept into the Base concept to inspire and...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"111 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-28DOI: 10.1080/09544828.2024.2358463
Tianren Zhang, Wenhu Wang, Ruizhe Dong, Yuanbin Wang, Tao Peng, Pai Zheng, Zhongxue Yang
Creep-feed grinding is a high-efficiency, high-precision grinding process widely used in the manufacturing of aviation engines. However, the workpiece burn and other quality issues caused by high p...
{"title":"Physics-guided neural network for grinding temperature prediction","authors":"Tianren Zhang, Wenhu Wang, Ruizhe Dong, Yuanbin Wang, Tao Peng, Pai Zheng, Zhongxue Yang","doi":"10.1080/09544828.2024.2358463","DOIUrl":"https://doi.org/10.1080/09544828.2024.2358463","url":null,"abstract":"Creep-feed grinding is a high-efficiency, high-precision grinding process widely used in the manufacturing of aviation engines. However, the workpiece burn and other quality issues caused by high p...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"19 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
With increasing competition from economic globalisation, many manufacturing companies strive to maintain their competitive advantage by meeting users’ personalised requirements. Hence, numerous ent...
{"title":"A novel data-driven method for product aesthetics evaluating and optimising based on knowledge graph","authors":"Sha Liu, Zhongxia Xiang, Haiyun Yao, Jingchen Cong","doi":"10.1080/09544828.2024.2304526","DOIUrl":"https://doi.org/10.1080/09544828.2024.2304526","url":null,"abstract":"With increasing competition from economic globalisation, many manufacturing companies strive to maintain their competitive advantage by meeting users’ personalised requirements. Hence, numerous ent...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"144 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528282","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-05-23DOI: 10.1080/09544828.2024.2332121
Xu Han, Xinyu Liu, Honghui Wang, Guijie Liu
The data and information generated during the design process, such as part parameters, affect the efficiency and quality of product design. Knowledge graph (KG) is often used to express and reuse t...
{"title":"An automatic completion method for design domain knowledge graph using surrogate model, for rapid performance evaluation","authors":"Xu Han, Xinyu Liu, Honghui Wang, Guijie Liu","doi":"10.1080/09544828.2024.2332121","DOIUrl":"https://doi.org/10.1080/09544828.2024.2332121","url":null,"abstract":"The data and information generated during the design process, such as part parameters, affect the efficiency and quality of product design. Knowledge graph (KG) is often used to express and reuse t...","PeriodicalId":50207,"journal":{"name":"Journal of Engineering Design","volume":"46 1","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141149281","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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