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Past, Present and Future of Behaviourally Adaptive Engineered Systems 行为适应工程系统的过去、现在和未来
Pub Date : 2020-01-28 DOI: 10.3233/JID190006
I. Horváth, José Pablo Suárez Rivero, P. Castellano
triangular/tetrahedral topics
三角形/四面体的话题
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引用次数: 3
Development of Behavioural Modules for Mechatronic Product Families using the 3D Design Structure Matrix Approach 利用三维设计结构矩阵方法开发机电产品族行为模块
Pub Date : 2020-01-28 DOI: 10.3233/jid190011
Zühal Erden
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引用次数: 1
Personalized Messaging Based on Dynamic Context Assessment: Application in An Informing Cyber-Physical System 基于动态上下文评估的个性化消息传递:在信息网络物理系统中的应用
Pub Date : 2020-01-28 DOI: 10.3233/JID190004
Yongzhe Li, I. Horváth, Z. Rusák
Hazard-intense applications of cyber-physical systems (CPSs), such as the evacuation of a building on fire, require personalized informing on the basis of a real-time assessment of dynamic context. In this paper, a context-dependent message construction mechanism (CD-MCM) is proposed with the objectives (i) to inform people about the emergence and development of a situation unsafe for them, and (ii) to instruct them what they have to do according to an adaptively computed action plan. To achieve this, the concepts of 'situation' and 'impact indicator' have been introduced in order to facilitate the computation of personalized action plans and to send messages about the level of danger and the requested actions. In both activities, the inferred implications of situations are used as the basis of informing the involved people. The messages are adapted to actual situations. In addition, the concept of 'relevance indicator' was utilized to assess the significance of the standing situations for the concerned people in a quasi-real-time manner. The level of danger was evaluated for each person by totaling the values of the situation-related relevance indicators. This was also used to select the proper message templates from the predefined alternatives in the process of message construction. The personalized messages were generated based on the chosen message template and the various message components describing concerned situations or providing instructions. The CD-MCM was validated in a simulated indoor fire evacuation guiding application. In the practical evaluation of the quality of the generated messages, a sample of test people was involved. The results of the evaluation show that the messages generated by the proposed CD-MCM lead to more effective messaging about the personal context and the expected actions than the messages constructed by using static context information only. The reason is that the proposed template-based message construction mechanism facilitates the appropriateness as well as the articulation of the contents of context-sensitive personalized messages.
网络物理系统(cps)的危险密集应用,例如火灾建筑物的疏散,需要在动态环境实时评估的基础上提供个性化信息。本文提出了一种上下文相关的消息构建机制(CD-MCM),其目标是(i)告知人们对他们不安全的情况的出现和发展,以及(ii)根据自适应计算的行动计划指导他们必须做什么。为了实现这一目标,引入了“情况”和“影响指标”的概念,以便于计算个性化的行动计划,并发出关于危险程度和要求采取的行动的信息。在这两种活动中,情况的推断含义被用作通知相关人员的基础。这些信息是根据实际情况改编的。此外,利用“相关性指标”的概念,以准实时的方式评估有关人员的站立情况的重要性。对每个人的危险程度进行评估,将情境相关指标的值相加。这还用于在消息构造过程中从预定义的备选方案中选择适当的消息模板。根据所选择的消息模板和描述相关情况或提供说明的各种消息组件生成个性化消息。在模拟室内火灾疏散引导应用中验证了CD-MCM的有效性。在对生成的消息质量进行实际评估时,涉及了测试人员的样本。评估结果表明,与仅使用静态上下文信息构建的消息相比,所提出的CD-MCM生成的消息能够更有效地传递关于个人上下文和预期动作的消息。原因是所建议的基于模板的消息构造机制促进了上下文敏感的个性化消息内容的适当性和衔接性。
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引用次数: 2
An Ontological View of Components and Interactions in Behaviorally Adaptive Systems 行为适应系统中组成部分和相互作用的本体论观点
Pub Date : 2020-01-28 DOI: 10.3233/jid190013
S. Borgo
Cyber-Physical Systems (CPS) and Socio-Technical Systems (STS) are two popular paradigms for the analysis and modeling of engineering and social systems. These paradigms are complementary and particularly apt to model complex adaptive behaviors from both the component and system points of view. Notwithstanding historical and methodological differences, nowadays research in CPS and in STS converge to study similar system characteristics. The integration of expertise from both these domains can help to develop new approaches to study informationand human-centered systems like factories in Industry 4.0 and urban environments. To foster their integration, an overarching framework and a coherent conceptualization of adaptive systems must be put forward. This paper faces the challenge by the introduction of core distinctions, the characterization of the class of Agent-based Cyber-Physical Social System (ACPSS), and the development of an ontology-based framework. The paper builds on the traditional notions of component and interaction here re-elaborated from a domain-neutral viewpoint. The outcome of this analysis is proposed as a foundational basis to model behaviorally adaptive engineering systems.
信息物理系统(CPS)和社会技术系统(STS)是工程和社会系统分析和建模的两种流行范式。这些范例是互补的,特别适合从组件和系统的角度对复杂的适应性行为进行建模。尽管历史和方法上存在差异,但目前对CPS和STS的研究趋于一致,以研究相似的系统特征。这两个领域的专业知识的整合可以帮助开发新的方法来研究信息和以人为中心的系统,如工业4.0和城市环境中的工厂。为了促进它们的整合,必须提出一个总体框架和适应系统的连贯概念化。本文通过引入核心特征、对基于agent的网络物理社会系统(ACPSS)进行分类、开发基于本体的网络物理社会系统框架来应对这一挑战。本文建立在传统的组件和交互概念的基础上,从领域中立的观点重新阐述。这一分析的结果被认为是行为适应工程系统建模的基础。
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引用次数: 7
Semantic and Association Rule Mining-based Knowledge Extension for Reusable Medical Equipment Random Forest Rules 基于语义和关联规则挖掘的可重用医疗设备随机森林规则知识扩展
Pub Date : 2019-11-22 DOI: 10.3233/JID180011
Jong Youl Lee, Kyoung-Yun Kim
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引用次数: 3
Roles of Causality for Understanding the Behavior of System Stakeholders 理解系统利益相关者行为的因果关系角色
Pub Date : 2019-11-22 DOI: 10.3233/JID180016
Jaemun Sim, Kyoung-Yun Kim
The understanding of stakeholder’s behavior is essential to design a system because the system should satisfy and support stakeholders for the stakeholders to adopt the system (Jiao & Chen, 2006). Understanding of stakeholders’ behavior requires knowledge about how they work in the designed system and how they respond to the designed product. Furthermore, if we can understand why the stakeholders work or respond in such a way, we can predict the behavior of stakeholders. The causality refers to the relationship between causes and effects. The causality is essential to stakeholder behavior analysis. The causality analysis of the stakeholder behaviour contributes to the system design and analysis by providing knowledge on three perspectives (i.e., the prediction of stakeholder behavior to the new system, the motivation of the new system design, and the new system itself). Specific examples for these three perspectives are following: first, we can build a stakeholder response model. The model can be a structural-hypothetic model in social science (Biddle & Marlin, 1987; Bagozzi & Yi, 1988) and customer’s cognition model for a product (Khalid & Helander, 2004; Li, 2004). Second, stakeholder’s dissatisfaction inferred by (or evaluated from) the model can be a motivation for a new system. Lastly, the causality of stakeholder’s behavior can be implemented as an intelligent system itself. For instance, the causality can be converted into a mathematical model like operations research model (Shannon et al., 1980). This issue gathers four papers among which the first two concentrate on stakeholder behavior prediction such as the hypothetical model between the cooperative knowledge sharing and firm’s innovativeness and the customer’s psychological response for a shaving product. The other two papers discuss about the healthcare visiting scheduling system motivated by
了解利益相关者的行为对于设计系统至关重要,因为系统应该满足和支持利益相关者,以便利益相关者采用该系统(Jiao & Chen, 2006)。理解涉众的行为需要了解他们如何在设计的系统中工作,以及他们如何对设计的产品做出反应。此外,如果我们能够理解为什么利益相关者以这种方式工作或响应,我们就可以预测利益相关者的行为。因果关系是指因果关系。因果关系对利益相关者行为分析至关重要。利益相关者行为的因果关系分析有助于系统的设计和分析,提供了三个方面的知识(即利益相关者行为对新系统的预测、新系统设计的动机和新系统本身)。这三种视角的具体例子如下:首先,我们可以建立一个利益相关者响应模型。该模型可以是社会科学中的结构假设模型(Biddle & Marlin, 1987;Bagozzi & Yi, 1988)和消费者对产品的认知模型(Khalid & Helander, 2004;李,2004)。其次,由模型推断(或评估)的涉众的不满意可以成为新系统的动机。最后,利益相关者行为的因果关系本身可以作为一个智能系统来实现。例如,可以将因果关系转换为数学模型,如运筹学模型(Shannon et al., 1980)。本文收集了四篇论文,其中前两篇主要研究了利益相关者行为预测,如合作知识共享与企业创新和客户对剃须产品心理反应之间的假设模型。另外两篇论文讨论了医疗保健访问调度系统的动机
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引用次数: 1
An Optimal Design Method for Energy-Saving Structure Based on Genetic Algorithm and Finite Element Analysis 基于遗传算法和有限元分析的节能结构优化设计方法
Pub Date : 2019-11-22 DOI: 10.3233/JID-2017-0018
Shilun Zuo, Jiaxu Wang, Zhiqiang Liao
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引用次数: 0
Impact of Individual's Cooperative Behaviors on Innovation: Evidence from China 个体合作行为对创新的影响:来自中国的证据
Pub Date : 2019-11-22 DOI: 10.3233/JID190002
Oswaldo Jose Jimenez Torres, Dapeng Liang
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引用次数: 0
Performance Based Design 基于性能的设计
Pub Date : 2019-11-22 DOI: 10.3233/jid180017
S. Razavi, Yong Zeng
Performance in design processes depends on different factors and the meaning of performance is varied in different fields. In order to define a general definition of performance for its further analysis in all disciplines, we represent the performance of an individual or a group as a function of workload and mental stress. According to the mental stress model (Nguyen & Zeng, 2012), a moderate range of stresses for individuals may lead to their best performance, which is achieved when their workload and mental capability are at a comparable level. In the meantime, human mental capacity can be defined as individuals’ knowledge, skills, and affective. In this special issue, four papers are selected to address different aspects of designer’s mental capability. The first paper attempts to achieve better product performance by updating the design and analysis tools and skills. In the second paper, methods were developed to analyse and optimize a sample bicrystal structure by checking its performance when it is subjected to different loads and affected by different shapes of the structure. The third paper illustrates a software engineering viewpoint about developing performance, which defines software designing performance in terms of time and cost. The last paper represents performance indicators and objectives as the main factors of architecture design, which further analyses these factors and designers’ available tools and skills through a detailed literature review. The paper, Optimal Design Method for Energy-Saving Structure Based on Genetic Algorithm and Finite Element Analysis”, a design methodology to improve performance of vulcanizing forming moulds through optimizing their temperature field. Vulcanizing forming mould affects the quality of compound rubber bearings, which is widely utilized in different industries. They to optimize the structure and power distribution of moulds. They first obtained effective parameters, afterward they optimized energy consumption based on the extracted parameters and finally they checked
设计过程中的性能取决于不同的因素,性能的含义在不同的领域是不同的。为了在所有学科中定义绩效的一般定义,我们将个人或群体的绩效表示为工作量和精神压力的函数。根据心理压力模型(Nguyen & Zeng, 2012),当个体的工作量和心理能力处于相当水平时,适度的压力范围可能会导致他们的最佳表现。同时,人的心理能力可以定义为个体的知识、技能和情感。在这期特刊中,我们选择了四篇论文来探讨设计师心理能力的不同方面。第一篇论文试图通过更新设计和分析工具和技能来实现更好的产品性能。在第二篇论文中,我们开发了分析和优化样品双晶结构的方法,通过检查其在不同载荷和不同结构形状影响下的性能。第三篇论文阐述了软件工程关于开发性能的观点,它从时间和成本的角度定义了软件设计性能。最后一篇文章将性能指标和目标作为建筑设计的主要因素,并通过详细的文献综述进一步分析了这些因素以及设计师可用的工具和技能。本文《基于遗传算法和有限元分析的节能结构优化设计方法》是一种通过优化温度场来提高硫化成型模具性能的设计方法。硫化成型模具影响复合橡胶轴承的质量,在不同行业中应用广泛。他们优化了模具的结构和功率分配。首先得到有效参数,然后根据提取的参数对能耗进行优化,最后进行校核
{"title":"Performance Based Design","authors":"S. Razavi, Yong Zeng","doi":"10.3233/jid180017","DOIUrl":"https://doi.org/10.3233/jid180017","url":null,"abstract":"Performance in design processes depends on different factors and the meaning of performance is varied in different fields. In order to define a general definition of performance for its further analysis in all disciplines, we represent the performance of an individual or a group as a function of workload and mental stress. According to the mental stress model (Nguyen & Zeng, 2012), a moderate range of stresses for individuals may lead to their best performance, which is achieved when their workload and mental capability are at a comparable level. In the meantime, human mental capacity can be defined as individuals’ knowledge, skills, and affective. In this special issue, four papers are selected to address different aspects of designer’s mental capability. The first paper attempts to achieve better product performance by updating the design and analysis tools and skills. In the second paper, methods were developed to analyse and optimize a sample bicrystal structure by checking its performance when it is subjected to different loads and affected by different shapes of the structure. The third paper illustrates a software engineering viewpoint about developing performance, which defines software designing performance in terms of time and cost. The last paper represents performance indicators and objectives as the main factors of architecture design, which further analyses these factors and designers’ available tools and skills through a detailed literature review. The paper, Optimal Design Method for Energy-Saving Structure Based on Genetic Algorithm and Finite Element Analysis”, a design methodology to improve performance of vulcanizing forming moulds through optimizing their temperature field. Vulcanizing forming mould affects the quality of compound rubber bearings, which is widely utilized in different industries. They to optimize the structure and power distribution of moulds. They first obtained effective parameters, afterward they optimized energy consumption based on the extracted parameters and finally they checked","PeriodicalId":342559,"journal":{"name":"J. Integr. Des. Process. Sci.","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128472233","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance-based Generative Architecture Design: A Review on Design Problem Formulation and Software Utilization 基于性能的生成式建筑设计:设计问题表述与软件利用综述
Pub Date : 2019-11-22 DOI: 10.3233/JID190001
Shenghuan Zhao, E. D. Angelis
{"title":"Performance-based Generative Architecture Design: A Review on Design Problem Formulation and Software Utilization","authors":"Shenghuan Zhao, E. D. Angelis","doi":"10.3233/JID190001","DOIUrl":"https://doi.org/10.3233/JID190001","url":null,"abstract":"","PeriodicalId":342559,"journal":{"name":"J. Integr. Des. Process. Sci.","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123179323","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
期刊
J. Integr. Des. Process. Sci.
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