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Systematic approach to a government‐led technology roadmap for future‐ready adaptive traffic signal control systems 政府主导的未来就绪自适应交通信号控制系统技术路线图的系统方法
IF 1.6 3区 工程技术 Q4 ENGINEERING, INDUSTRIAL Pub Date : 2024-07-11 DOI: 10.1002/sys.21772
Ana Theodora Balaci, Eun Suk Suh
The economic impact of inefficient traffic control systems is significant owing to prolonged commute durations, and increased energy consumption. Traffic signal control systems (TSCSs) significantly influence traffic flows at intersections. Therefore, adaptive TSCSs (ATSCSs) that can adjust to traffic conditions in real‐time have been proposed as more efficient alternatives. However, the expensive implementation of these systems highlights the need for judicious investments in appropriate technologies and infrastructure. Therefore, a comprehensive technology roadmap should be built that guides the future development of traffic control and the infusion of technologies to address traffic needs. Additionally, as ATSCSs are developed and managed by local governments, the perspective of a government‐led technology roadmap is required to guide the roadmap development and implementation. Although studies have explored technology roadmaps across numerous sectors, the viewpoint of roadmap development guided by government entities is frequently neglected despite the role of these entities in shaping technological policies, underwriting research and development initiatives, and driving nationwide innovation strategies. In this study, a comprehensive framework is proposed for developing technology roadmaps tailored for systems and technologies led by governmental entities. This framework has been adapted from the Advanced Technology Roadmap Architecture (ATRA) and brought original adjustments thereby addressing the research gap. The study also presents strategic recommendations for the ATSCS implementation in South Korea, integrating systems engineering principles for a holistic approach to technological advancements. The framework can be replicated to serve as a guide for governments seeking to implement effective and efficient technology roadmaps for public infrastructure systems.
由于通勤时间延长和能源消耗增加,低效的交通控制系统对经济产生了重大影响。交通信号控制系统(TSCS)对交叉口的交通流量有很大影响。因此,人们提出了可根据交通状况实时调整的自适应交通信号控制系统(ATSCS),作为更高效的替代方案。然而,这些系统的实施成本高昂,因此需要对适当的技术和基础设施进行审慎投资。因此,应建立一个全面的技术路线图,指导交通控制的未来发展,并注入技术以满足交通需求。此外,由于自动伤亡控制系统是由地方政府开发和管理的,因此需要从政府主导技术路线图的角度来指导路线图的开发和实施。尽管已有研究探讨了多个领域的技术路线图,但由政府实体指导路线图开发的观点却经常被忽视,尽管这些实体在制定技术政策、支持研发计划和推动全国创新战略方面发挥着重要作用。本研究提出了一个综合框架,用于为政府实体主导的系统和技术量身定制技术路线图。该框架改编自先进技术路线图架构(ATRA),并进行了原创性调整,从而弥补了研究方面的不足。该研究还为在韩国实施 ATSCS 提出了战略建议,整合了系统工程原则,为技术进步提供了整体方法。该框架可以复制,为政府实施有效和高效的公共基础设施系统技术路线图提供指导。
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引用次数: 0
Emergent knowledge patterns in verification artifacts 验证工件中的新兴知识模式
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-06-13 DOI: 10.1002/sys.21771
Sukhwan Jung, A. Salado
Knowledge graphs have recently been introduced to the verification strategy field successfully representing the complexity of verification in real‐life applications. This format provides a scale‐free analysis of verification strategies compared to the more traditional verification artifacts such as requirement traceability matrices and verification matrices. Complexities can be observed visually and numerically both in terms of the problem scope and the entity interdependencies. In this paper, we retrieve verification strategy information patterns representing different aspects of verification. This is achieved by tapping into the network properties of knowledge graphs. They are dissected to detect knowledge patterns emerging from different parts of the verification artifacts. Similarities and differences between the two verification strategies are explained numerically and semantically. Seemingly unrelated requirements and verification activities are connected through indirect connections, and orthogonalities between independent requirements are analyzed. These findings validate the scalability of verification planning and assessment based on knowledge graphs.
知识图谱最近被引入验证策略领域,成功地体现了现实应用中验证的复杂性。与需求可追溯性矩阵和验证矩阵等更传统的验证工件相比,这种格式提供了对验证策略的无标度分析。可以从问题范围和实体相互依存关系两方面直观地观察和计算复杂性。在本文中,我们检索了代表验证不同方面的验证策略信息模式。这是通过挖掘知识图谱的网络属性实现的。我们对知识图谱进行剖析,以检测从验证工件的不同部分中产生的知识模式。从数字和语义上解释两种验证策略的异同。通过间接连接将看似不相关的需求和验证活动联系起来,并分析独立需求之间的正交性。这些发现验证了基于知识图谱的验证规划和评估的可扩展性。
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引用次数: 0
On reference architectures 关于参考架构
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-06-05 DOI: 10.1002/sys.21770
Daniel Krob, Adrien Roques
A reference architecture is a key architectural asset for the systems engineer, that intends both to simplify its work and to guarantee the exhaustiveness of the coverage of its system analyses. This paper proposes formal definitions for a reference architecture, based on the theory of abstract interpretation that formalizes the notion of abstraction, which covers respectively large and small‐scale families of systems. These definitions are illustrated by automotive, building, and mining case studies.
参考架构是系统工程师的关键架构资产,既能简化其工作,又能保证其系统分析覆盖面的详尽性。本文以抽象解释理论为基础,提出了参考架构的正式定义,将抽象概念正式化,分别涵盖大型和小型系统系列。这些定义通过汽车、建筑和采矿案例研究加以说明。
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引用次数: 0
Requirements engineering in industry 4.0: State of the art and directions to continuous requirements engineering 工业 4.0 中的需求工程:技术现状和持续需求工程的方向
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-02-27 DOI: 10.1002/sys.21753
Leonardo Vieira Barcelos, P. Antonino, E. Nakagawa
The 4th Industrial Revolution, also known as Industry 4.0, intends to transform manufacturing processes into smart factories with full digitalization and intelligent, decentralized, and flexible production. In this scenario, Industry 4.0 systems (i.e., software‐intensive systems that automate smart factories) have required rigorous and continuous development, but smart factory companies often have difficulty dealing with Requirements Engineering (RE) where requirements continuously change and emerge at runtime to support the changeability of complex production processes. Such requirements encompass engineering (e.g., mechanical, electrical, electronic, production/manufacturing) and business areas and involve the vertical and horizontal integration of heterogeneous manufacturing systems. There is also a lack of a panorama of how Industry 4.0 projects have performed with RE activities. The main goal of this paper is to present the state‐of‐the‐art research concerning RE in Industry 4.0 and draw attention to the next most urgent steps. For this, we selected and examined studies that address RE for Industry 4.0, noting that much of this literature is recent but does not fully address the complexity and dynamism of the requirements for Industry 4.0. Grounded on these studies and our academic and industry experience, we highlight the need for Continuous Requirements Engineering (CRE) for Industry 4.0.Significance and Practitioner Points: The main implications of this paper are: (i) For researchers: It offers the state of the art of RE in the context of Industry 4.0 and points out several important open issues that require an urgent investigation through new research topics; and (ii) For practitioners: It provides directions for new or even existing Industry 4.0 projects on how to deal with RE activities aiming to overcome the several challenges to perform them.
第四次工业革命,又称工业 4.0,旨在将制造过程转变为智能工厂,实现全面数字化和智能化、分散化和柔性化生产。在这种情况下,工业 4.0 系统(即实现智能工厂自动化的软件密集型系统)需要进行严格而持续的开发,但智能工厂企业在处理需求工程(Requirements Engineering,RE)时往往会遇到困难,因为需求会在运行时不断变化和出现,以支持复杂生产流程的可变性。这些需求涵盖工程(如机械、电气、电子、生产/制造)和业务领域,涉及异构制造系统的纵向和横向集成。此外,还缺乏关于工业 4.0 项目如何开展可再生能源活动的全景资料。本文的主要目的是介绍有关工业 4.0 中可再生能源的最新研究成果,并提请注意下一步最紧迫的工作。为此,我们选择并审查了有关工业 4.0 可再生能源的研究,同时注意到这些文献大多是最新的,但并没有充分考虑到工业 4.0 需求的复杂性和动态性。基于这些研究以及我们的学术和行业经验,我们强调了工业 4.0 对持续需求工程(CRE)的需求:本文的主要意义在于(i) 对于研究人员:它提供了工业 4.0 背景下的可再生能源技术的现状,并指出了几个重要的未决问题,这些问题亟需通过新的研究课题进行研究;(ii) 对从业人员而言:它为新的甚至现有的工业 4.0 项目提供了如何处理可再生能源活动的方向,旨在克服开展这些活动所面临的若干挑战。
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引用次数: 0
Enhancing conceptual models with computational capabilities: A methodical approach to executable integrative modeling 用计算能力增强概念模型:可执行综合建模的方法论
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-02-21 DOI: 10.1002/sys.21750
Natali Levi‐Soskin, Stephan Marwedel, Ahmad Jbara, D. Dori
The lack of a common executable modeling framework that integrates systems engineering, software design, and other engineering domains is a major impediment to seamless product development processes. Our research aims to overcome this system‐software modeling gap by integrating computational, software‐related, and model execution capabilities into OPM‐based conceptual modeling, resulting in a holistic unified executable quantitative‐qualitative modeling framework. The gap is overcome via a Methodical Approach to Executable Integrative Modeling—MAXIM, an extension of OPM ISO 19450:2015, a standardization approvement given on 2015. We present the principles of MAXIM and demonstrate its operation within OPCloud—a web‐based collaborative conceptual OPM modeling framework. As a proof‐of‐concept, a model of an Airbus civil aircraft landing gear braking system is constructed and executed. Using MAXIM, engineers from five domains can collaborate at the very early phase of the system development and jointly construct a unified model that fuses qualitative and quantitative aspects of the various disciplines. This case study illustrates an important first step towards satisfying the critical and growing need to integrate systems engineering with software computations into a unified framework that enables a smooth transition from high‐level architecting to detailed, discipline‐oriented design. Such a framework is a key to agile yet robust future development of software‐intensive systems.
缺乏一个能整合系统工程、软件设计和其他工程领域的通用可执行建模框架,是无缝产品开发流程的一大障碍。我们的研究旨在通过将计算能力、软件相关能力和模型执行能力整合到基于 OPM 的概念建模中,形成一个整体统一的可执行定量定性建模框架,从而克服这一系统-软件建模差距。这一差距是通过可执行集成建模方法--MAXIM来克服的,MAXIM是OPM ISO 19450:2015的扩展,于2015年获得标准化批准。我们介绍了 MAXIM 的原理,并在基于网络的协作式概念 OPM 建模框架 OPCloud 中演示了其操作。作为概念验证,我们构建并执行了空客民用飞机起落架制动系统的模型。利用 MAXIM,来自五个领域的工程师可以在系统开发的早期阶段开展协作,共同构建一个融合了不同学科定性和定量方面的统一模型。本案例研究为满足日益增长的关键需求迈出了重要的第一步,即把系统工程与软件计算整合到一个统一的框架中,实现从高层架构到面向学科的详细设计的平稳过渡。这种框架是未来敏捷而稳健地开发软件密集型系统的关键。
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引用次数: 0
Model‐based user experience‐focused  roadmapping 基于模型的以用户体验为中心的路线图
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-01-31 DOI: 10.1002/sys.21746
I. Yuskevich, A. M. Hein, Abdelkrim Doufene, Marija Jankovic
Technology roadmapping is an important yet challenging strategic process involving inter‐disciplinary knowledge and requiring key decision‐makers participation. To improve and facilitate this activity, a concept of model‐based technology roadmapping has been proposed in the literature as an application of model‐based systems engineering practices to the strategic planning domain. At the same time, many modern complex technical systems are required to be not only functional, efficient, and reliable, but also useful, usable, and desirable, which shifts the focus of planning to the user experience (UX). In this paper, we developed a Domain‐specific language that uniformly represents key concepts related to the four levels essential for strategic planning in the user‐oriented business context: market, UX design, engineering design, and technology. A collaborative interactive software was developed to support the proposed methodology. As a case study, a sustainable transformation of the automotive sector was tested and implemented in the software.
技术路线图绘制是一个重要而又具有挑战性的战略过程,涉及跨学科知识,需要关键决策者的参与。为了改进和促进这项活动,文献中提出了基于模型的技术路线图概念,将基于模型的系统工程实践应用于战略规划领域。与此同时,许多现代复杂技术系统不仅要求功能性、高效性和可靠性,还要求实用性、可用性和理想性,这就将规划的重点转移到了用户体验(UX)上。在本文中,我们开发了一种针对特定领域的语言,该语言统一表述了以用户为导向的业务背景下战略规划所必需的四个层面的关键概念:市场、用户体验设计、工程设计和技术。我们还开发了一个交互式协作软件来支持所提出的方法。作为案例研究,该软件对汽车行业的可持续转型进行了测试和实施。
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引用次数: 0
Systemic innovation for countering violent radicalization: Systems engineering in a policy context 打击暴力激进化的系统创新:政策背景下的系统工程
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2024-01-18 DOI: 10.1002/sys.21743
Timothy Clancy, B. Addison, Oleg Pavlov, Erika Palmer, Khalid Saeed
This paper brings a systems engineering approach to policymaking in the context of violent radicalization. We test strategies to combat terrorism under the premise that violent radicalization is a complex system of social contagion resulting in terrorism. We built a simulation using DIME‐PMESII military standards to replicate a terror contagion occurring over 10 years in both physical and online environments under optimal, realistic, and worst‐case scenarios. We then tested antiterrorism, counterterrorism, and counter radicalization strategies as policy experiments in this simulation. These experiments identified four key dynamics relevant for developing policies to reduce terrorism. First, most well‐known policies are ineffective in containing terrorism driven by social contagion. Second, strategies generating backlash can become worse than doing nothing at all. Third, perceived grievance determines the carrying capacity of terrorism in a system, allowing disrupted networks to regenerate. Fourth, variable public support may result in sharp secondary waves of violence under certain contingencies. Experimenting with our model, we explore effective ways to address the violent radicalization problem.
本文将系统工程方法引入暴力激进化背景下的政策制定。我们以暴力激进化是导致恐怖主义的复杂社会传染系统为前提,测试了打击恐怖主义的策略。我们使用 DIME-PMESII 军事标准建立了一个模拟系统,在最佳、现实和最坏情况下,在物理和网络环境中复制了 10 年内发生的恐怖传染。然后,我们将反恐、反恐怖主义和反激进化战略作为政策实验在该模拟中进行了测试。这些实验确定了与制定减少恐怖主义政策相关的四个关键动态。首先,大多数众所周知的政策都无法有效遏制由社会传染驱动的恐怖主义。第二,产生反弹的策略可能比什么都不做更糟糕。第三,感知到的不满决定了恐怖主义在一个系统中的承载能力,允许被破坏的网络再生。第四,在某些情况下,公众支持率的变化可能会导致急剧的二次暴力浪潮。通过实验我们的模型,我们探索了解决暴力激进化问题的有效方法。
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引用次数: 0
Enterprise architecture contribution in distributed agile software development 企业架构在分布式敏捷软件开发中的贡献
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2023-12-12 DOI: 10.1002/sys.21739
Y. Alzoubi, Alok Mishra
Geographically distributed agile development may experience a high failure rate due to communication issues, which has a negative influence on project performance. One suggested solution in the literature is to enhance both communication and project performance by implementing agile enterprise architecture. However, the empirical evidence that supports this claim is still scarce. To address this gap, this study empirically explores the role of agile enterprise architecture as an artifact in distributed agile development. The findings of an in‐depth qualitative case study from a dispersed agile development organization that involves teams distributed over three locations are used in this work. Over 2 months, data was gathered by interviewing 12 key members of the team and watching three Sprint sessions of agile software development. Text analysis qualitative approach was used to analyze the data. The findings imply that agile enterprise architecture has a positive effect on distributed agile software development communication, quality, and functionality. Agile enterprise architecture may also support on‐time completion, but a trade‐off with on‐budget may be necessary. These findings provide valuable insights, frameworks, and best practices that support organizations in achieving greater agility, collaboration, and success in their distributed software development initiatives. As this is one of the first studies to look at the influence of agile enterprise architecture on distributed agile software development communication and performance, further research is needed to confirm and expand on the conclusions of this study.
由于沟通问题,地理分布广泛的敏捷开发可能会经历较高的失败率,从而对项目绩效产生负面影响。文献中提出的一种解决方案是通过实施敏捷企业架构来加强沟通和提高项目绩效。然而,支持这一观点的实证证据仍然很少。为了弥补这一不足,本研究通过实证研究探讨了敏捷企业架构作为分布式敏捷开发中的一种工具所发挥的作用。本研究采用了一项深入的定性案例研究的结果,该案例研究来自一个分散的敏捷开发组织,其团队分布在三个地方。在两个多月的时间里,通过采访团队的 12 名关键成员和观看三次敏捷软件开发的 Sprint 会议收集了数据。数据分析采用文本分析定性方法。研究结果表明,敏捷企业架构对分布式敏捷软件开发的沟通、质量和功能有积极影响。敏捷企业架构还可以支持按时完成项目,但可能需要与按预算完成项目进行权衡。这些发现提供了有价值的见解、框架和最佳实践,可帮助企业在其分布式软件开发项目中实现更高的敏捷性、协作性和成功率。由于这是首次研究敏捷企业架构对分布式敏捷软件开发沟通和绩效的影响,因此需要进一步的研究来确认和扩展本研究的结论。
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引用次数: 0
A comparative experiment between textual requirements and model‐based requirements on proxies for contractual safety 文本要求与基于模型的合同安全代理要求的比较实验
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2023-12-06 DOI: 10.1002/sys.21738
A. Salado, Niloofar Shadab
Requirements form the backbone of contracting in acquisition programs. Requirements define the problem boundaries within which contractors try to find acceptable solutions (design systems). At the same time, requirements are the criteria by which a customer measures the extent that their contract has been fulfilled by the supplier. In this context, the quality of a requirement set is determined by the level of contractual safety that it yields. Unfortunately, textual requirements do not provide acceptable levels of contractual safety, as they remain a major source of problems in acquisition programs. Model‐based requirements have been proposed as an alternative to textual requirements, although this promise has not been demonstrated yet. This paper addresses the main question of whether using model‐based requirements improves the contractual safety of acquisition programs compared to using textual requirements. The level of adequate applicability, bounding, necessity, and completeness achieved by model‐based requirements are empirically measured using an experimental study with aerospace engineering and industrial and systems engineering students on a space system application. The results show that model‐based requirements outperform textual requirements in these four variables.
需求构成了采办项目合同的支柱。需求定义了问题的边界,承包商试图在其中找到可接受的解决方案(设计系统)。同时,需求是顾客衡量供方履行合同程度的标准。在这种情况下,需求集的质量是由它产生的契约安全级别决定的。不幸的是,文本要求不能提供可接受的合同安全水平,因为它们仍然是采购计划中问题的主要来源。基于模型的需求已被提议作为文本需求的替代方案,尽管这一承诺尚未得到证实。本文解决的主要问题是,与使用文本需求相比,使用基于模型的需求是否能提高采购计划的合同安全性。通过对航天工程、工业和系统工程专业的学生进行空间系统应用的实验研究,对基于模型的需求所达到的适当适用性、边界、必要性和完整性水平进行了经验性测量。结果表明,基于模型的需求在这四个变量中优于文本需求。
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引用次数: 0
A survey and analysis of drone detection systems using a systems approach superposed on scenarios 使用叠加场景的系统方法调查和分析无人机探测系统
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2023-12-02 DOI: 10.1002/sys.21735
R. N. Kashi, Anushka Prashanth, Sumukh R Kashi, Gayathri Prabhakara
The proliferation of drones in civil and military applications has brought about new challenges in the context of safety and security considerations of operational aspects. The use of small‐ and medium‐sized drones in civilian airspaces even with regulatory approval may not provide guarantees of safety and security. Detection of drones is the first step towards providing a mitigating mechanism for challenges posed by mal‐intentioned drones. Sensors and their characteristics affecting the detection process are discussed. A figure of merit is proposed to compare systems employing these sensors. The key focus of the paper is the examination of the spectrum of drone detection systems (DDS) using a systems‐based approach applied to scenarios. In order to make an equitable comparison between systems, two scenarios are utilized to discuss system characteristics. Next, a survey of DDS in each of these scenarios is performed. Artifacts are analyzed, culling information using the systems model. An approach is proposed to perform evaluation of these artifacts using a scoring mechanism. Simple yet novel measures to assess the information content pertaining to DDS are presented. This approach enables researchers, system architects, system designers, solution providers, and system integrators to be aware of various challenges at the system and subsystem level. The proposed method helps to provide pointers to the literature where information about challenges and specific solutions can be obtained.
无人机在民用和军事领域的广泛应用,给作战方面的安全和安保考虑带来了新的挑战。在民用空域使用中小型无人机,即使获得监管部门的批准,也可能无法提供安全保障。对无人机的检测是为恶意无人机带来的挑战提供缓解机制的第一步。讨论了传感器及其特性对检测过程的影响。提出了一个优点值来比较采用这些传感器的系统。本文的重点是使用应用于场景的基于系统的方法来检查无人机探测系统(DDS)的频谱。为了在系统之间进行公平的比较,使用两个场景来讨论系统特征。接下来,将对这些场景中的DDS进行调查。分析工件,使用系统模型筛选信息。提出了一种使用评分机制对这些工件进行评估的方法。提出了简单而新颖的方法来评估与DDS有关的信息内容。这种方法使研究人员、系统架构师、系统设计师、解决方案提供者和系统集成商能够意识到系统和子系统级别的各种挑战。所提出的方法有助于提供指向文献的指针,其中可以获得有关挑战和具体解决方案的信息。
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引用次数: 0
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Systems Engineering
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