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Uncertainty measurement of a configurable business process 可配置业务流程的不确定性测量
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-12-12 DOI: 10.1002/sys.21650
Malak Saidi, Anis Tissaoui, D. Benslimane, S. Faiz
Today, the economic crisis is putting enormous pressure on most organizations. It evolves in a crucial competitive environment with a multiplication of production cycles and implementation on the market. Due to this dynamism, organizations must be scalable and agile by adopting an approach that aims to make the process model of a given organization reusable. Indeed, according to the new paradigm which is called “Design by reuse” the models of configurable processes, gain recently in importance since these models have the capacity to represent explicitly the common parts and variables of identical processes in a customizable model. These configurable process which group several execution choices through a variation point called configurable connector will present an uncertainty related to the execution (or not) of the conditional tasks in a process model. In this paper, we propose a measure based on Shannon's entropy in order to model the uncertainty of the process at design time to guide configurable business process designers and analysts in developing and improving processes to be more predictable, less complex, and more understandable.
如今,经济危机给大多数组织带来了巨大压力。它在一个关键的竞争环境中发展,生产周期成倍增加,并在市场上实施。由于这种动态性,组织必须通过采用一种旨在使给定组织的流程模型可重用的方法来实现可扩展性和敏捷性。事实上,根据被称为“重用设计”的新范式,可配置流程的模型最近变得越来越重要,因为这些模型能够在可定制的模型中明确表示相同流程的公共部分和变量。这些可配置流程通过一个称为可配置连接器的变化点将几个执行选项分组,这将呈现与流程模型中条件任务的执行(或不执行)相关的不确定性。在本文中,我们提出了一种基于Shannon熵的度量方法,以便在设计时对流程的不确定性进行建模,以指导可配置的业务流程设计师和分析师开发和改进流程,使其更可预测、更不复杂、更易于理解。
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引用次数: 0
Conceptual modeling to support system‐level decision‐making: An industrial case study from the Norwegian energy domain 支持系统级决策的概念建模:挪威能源领域的工业案例研究
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-11-30 DOI: 10.1002/sys.21649
Siv Engen, G. Muller, K. Falk
This article explores conceptual modeling to support system‐level decision‐making during concept evaluation. The system‐level decisions made in the concept phases decide most of the systems' value and cost. The context for our research is the Norwegian energy domain. Through an industrial case study in a global subsea system supplier company, we have explored conceptual modeling to support system‐level decision‐making in the conceptual phase. From the insights and learnings gained in the industry case, the article proposes an approach for using conceptual modeling to support System‐Level Decision‐Making. Further, the article presents three examples of applications to demonstrate the use of the approach. To evaluate the approach's usefulness in the industrial setting, we conducted a survey of 37 engineers in the company of research. The engineers perceive that using the approach would improve awareness of the system context and support a holistic mindset. Furthermore, the engineers perceive the conceptual models as efficient for knowledge sharing and communication, especially in meetings between technical and non‐technical personnel. The engineers identify simplicity as a top benefit of the approach but also as a concern. Balancing the need for abstracting with the need for being specific is a crucial challenge in modeling. The survey also shows concerns about the implementation of the approach and the effort required to use the approach in daily work. The primary outcome of the research is insights into how conceptual modeling can support system‐level decision‐making in the industrial context.
本文探讨了概念建模,以支持概念评估过程中的系统级决策。在概念阶段做出的系统级决策决定了系统的大部分价值和成本。我们研究的背景是挪威的能源领域。通过对一家全球海底系统供应商公司的行业案例研究,我们探索了概念建模,以支持概念阶段的系统级决策。根据在行业案例中获得的见解和经验,本文提出了一种使用概念建模来支持系统级决策的方法。此外,本文还提供了三个应用程序示例来演示该方法的使用。为了评估该方法在工业环境中的有用性,我们对研究公司的37名工程师进行了调查。工程师们认为,使用这种方法将提高对系统环境的认识,并支持整体思维。此外,工程师们认为概念模型对于知识共享和交流是有效的,尤其是在技术人员和非技术人员之间的会议上。工程师们认为简单是该方法的最大优点,但也是一个值得关注的问题。在建模中,平衡抽象需求和具体需求是一个至关重要的挑战。调查还显示,人们对该方法的实施以及在日常工作中使用该方法所需的努力表示担忧。该研究的主要成果是深入了解概念建模如何支持工业背景下的系统级决策。
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引用次数: 0
Application of set‐based concurrent engineering methodology to the development of cost modeling system for metal casting process 基于集合的并行工程方法在金属铸造过程成本建模系统开发中的应用
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-11-07 DOI: 10.1002/sys.21648
Muhammad Sajid, A. Wasim, S. Hussain, M. Raza, M. Jahanzaib
In recent years, the reliable, accurate, and timely estimate of product cost at the conceptual design stage can enhance the competitiveness of a casting part. Set‐based concurrent engineering has emerged as an efficient solution to overcome this limitation as it provides simultaneous design procedures to positively assist the designer in achieving the required customer values in a short time and low cost. Therefore, this study attempts to integrate the set‐based concurrent engineering methodology into the development of a cost modeling system for the metal casting process. The system architecture is comprised of a user interface, knowledge database, and CAD modeling system. A detailed working flow process of the developed cost modeling system has been proposed under the guidelines of set‐based concurrent engineering. Further, the proposed methodology is demonstrated and validated by employing a real‐time casting part that was manufactured using the sand casting process. The implementation of the system provided many tangible benefits to the collaborative company including a decrease in cost estimation time (∼50%) and part rejection rate (∼32.3%). Further, the developed cost modeling approach provided a cost estimate near the actual cost of the product (∼4% deviation). It truly proves the significance of the developed system for the practitioners who believe that accurate and timely estimates of product manufacturing cost at the design stage can enhance the competitiveness of a product.
近年来,在概念设计阶段对产品成本进行可靠、准确、及时的估算可以提高铸件的竞争力。基于集合的并行工程已经成为克服这一限制的有效解决方案,因为它提供了同步设计过程,以积极地帮助设计师在短时间内以低成本实现所需的客户价值。因此,本研究试图将基于集合的并行工程方法整合到金属铸造过程成本建模系统的开发中。系统架构由用户界面、知识库和CAD建模系统组成。在基于集合的并行工程的指导下,提出了开发的成本建模系统的详细工作流程。此外,通过采用砂铸造工艺制造的实时铸件,验证了所提出的方法。该系统的实施为合作公司提供了许多切实的好处,包括成本估算时间(~ 50%)和零件废品率(~ 32.3%)的减少。此外,开发的成本建模方法提供了接近产品实际成本的成本估算(偏差约4%)。在设计阶段对产品制造成本进行准确、及时的估算,可以提高产品的竞争力,这对于实践者来说,真正证明了所开发的系统的意义。
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引用次数: 4
Risk‐based approach for managing obsolescence for automation systems in heavy industries 管理重工业自动化系统过时的基于风险的方法
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-11-01 DOI: 10.1002/sys.21635
T. Ault, Thomas H. Bradley
Obsolescence is an important consideration in the management and engineering of heavy industrial facilities. Examples of these could include refineries, chemical plants, and other large‐scale materials processing facilities. These facilities have lifetimes of many decades but operate on software, automation hardware, and other electrical equipment that reaches obsolescence much sooner than the rotating equipment, unit operations, and other major systems of the facility. This work proposes a method to manage obsolescence of automation and electrical systems at industrial sites. This risk management method was developed by first analyzing a database of upgrade projects at several industrial sites and identifying parts that had been replaced due to obsolescence. The analysis was used to prioritize replacement of obsolescent parts based on the average operational lifespans, their criticality in operations, their manufacturer's continued production state, and other factors. Based on those results, a taxonomy of obsolescence risk, and a risk assessment plan were developed to manage the replacement of parts. The value of this proposed management strategy was validated through its application to 13 heavy industrial facilities. The results indicate a reduction of roughly 70% in reactive replacements due to obsolescence after the major upgrade and a 24% reduction in unplanned downtime due to part failure during normal operations. While this study is focused on heavy industries, the proposed method for identifying and managing component obsolescence can be applied to other industries and systems.
报废是重工业设施管理和工程设计中的一个重要考虑因素。例如炼油厂、化工厂和其他大型材料加工设施。这些设施的使用寿命长达数十年,但其软件、自动化硬件和其他电气设备的使用寿命比设施的旋转设备、机组运行和其他主要系统的使用寿命要早得多。这项工作提出了一种管理工业现场自动化和电气系统过时的方法。这种风险管理方法是通过首先分析几个工业现场的升级项目数据库,并确定因过时而更换的零件而开发的。该分析用于根据平均使用寿命、其在运营中的关键性、制造商的持续生产状态和其他因素,优先更换报废零件。根据这些结果,制定了报废风险分类法和风险评估计划,以管理零件更换。通过对13个重工业设施的应用,验证了该管理策略的价值。结果表明,由于重大升级后的过时,反应性更换减少了约70%,正常运行期间由于零件故障导致的计划外停机时间减少了24%。虽然本研究的重点是重工业,但所提出的识别和管理部件过时的方法也可应用于其他行业和系统。
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引用次数: 1
Robustness of decentralized decision‐making architectures in command and control systems 命令和控制系统中分散决策体系结构的鲁棒性
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-10-29 DOI: 10.1002/sys.21647
Lewis N. Boss, E. Gralla
Organizations use command and control (C2) systems to collect, organize, and disseminate information in order to make decisions, impart instructions, and manage resources to accomplish a mission. C2 agility and robustness are critical to ensure that a C2 system can perform well in a variety of environments. One system design principle, decentralization, has been closely linked to desirable system characteristics such as agility and adaptability, but its relationship to system performance robustness is not well‐established. In this study, we explore C2 system architectures—ranging from fully centralized to fully decentralized archetypes—to assess their performance and robustness characteristics across a spectrum of operating environments. While the centralized archetype achieves high performance in favorable environmental conditions, its performance quickly degrades when conditions worsen, hindering its overall robustness. Conversely, the decentralized archetype achieves a lower but more stable performance profile resulting in more robustness when performance requirements are lower. Finally, we explore alternative, hybrid architectures with varying degrees of centralized and decentralized decision‐making. We find that by centralizing only certain system‐consequential functions such as resource allocation, and decentralizing more focused decision functions which can be performed suitably with only local information and resources, system performance and robustness are improved beyond that of the simple archetypes.
组织使用指挥和控制(C2)系统来收集、组织和传播信息,以便做出决策、传递指令和管理资源来完成任务。C2敏捷性和健壮性对于确保C2系统在各种环境中良好运行至关重要。一个系统设计原则,即去中心化,与理想的系统特征(如敏捷性和适应性)密切相关,但其与系统性能健壮性的关系尚未得到很好的确立。在本研究中,我们探索了C2系统架构——从完全集中到完全分散的原型——以评估它们在各种操作环境中的性能和健壮性特征。虽然集中式原型在有利的环境条件下获得高性能,但当条件恶化时,其性能会迅速下降,从而阻碍其整体鲁棒性。相反,当性能要求较低时,分散原型实现较低但更稳定的性能配置文件,从而获得更强的健壮性。最后,我们探索了具有不同程度的集中式和分散式决策的替代混合架构。我们发现,通过只集中某些系统相关功能(如资源分配)和分散更集中的决策功能(仅使用局部信息和资源即可适当执行),系统性能和鲁棒性比简单原型有所提高。
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引用次数: 1
A hybrid approach for enhancing and optimizing the power quality and power flow in Smart Grid Connected System 提高和优化智能电网系统电能质量和潮流的混合方法
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-10-20 DOI: 10.1002/sys.21645
Anil Kumar Dsouza, Ananthapadmanabha Thammaiah, L. M. Venkatesh
This article proposes a hybrid approach for power flow management and power quality (PQ) improvement in smart grid (SG) system. The proposed methodology is designed into two phases, power flow management is the first stage and power quality improvement is the second stage of the system. The key purpose of the proposed method is “to regulate that power flow depends on variation of source and load side parameters deliver the highest PQ.” The initial phase of power flow management is executed by using Improved Binary Sailfish Optimizer (IBSFO) approach. The control signal is recognized by the IBSFO approach against active and reactive power variation. The second phase of power quality enhancement is implemented by K2ORBFNN, which is the combination of Kho‐Kho optimization (KKO) and Radial Basis Function Neural Network (RBFNN). The gain parameter of the proportional integral (PI) controller is tuned based on load current, DC link, and voltage sources using K2ORBFNN approach. The prediction of optimal control signal minimizes the error which is obtained by RBFNN approach. The proposed method is utilized to attain compensating non‐linear load current harmonics, compensating reactive load power requirement, compensating unbalanced load current with neutral current. Finally, the performance of proposed system is executed in the MATLAB platform and performance is compared with existing techniques. The efficiency under the trails of 100, 200, 500, and 1000 attains 99.1673%, 99.4567%, 99.8402%, and 99.9879%.
本文提出了一种智能电网系统潮流管理和电能质量改善的混合方法。提出的方法分为两个阶段,潮流管理是第一阶段,电能质量改善是第二阶段。提出的方法的关键目的是“调节功率流取决于源侧和负载侧参数的变化,从而产生最高的PQ”。潮流管理的初始阶段采用改进的二进制旗鱼优化器(IBSFO)方法。根据有功和无功功率的变化,采用IBSFO方法对控制信号进行识别。第二阶段的电能质量增强是由Kho - Kho优化(KKO)和径向基函数神经网络(RBFNN)相结合的K2ORBFNN实现的。基于负载电流、直流链路和电压源,采用K2ORBFNN方法对比例积分(PI)控制器的增益参数进行了调谐。最优控制信号的预测使RBFNN方法得到的误差最小。该方法可实现补偿非线性负载电流谐波、补偿无功负载功率需求、用中性电流补偿不平衡负载电流。最后,在MATLAB平台上对系统进行了性能测试,并与现有技术进行了性能比较。100、200、500、1000轨迹下的效率分别为99.1673%、99.4567%、99.8402%、99.9879%。
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引用次数: 0
Combining dimensional analysis with model based systems engineering 将量纲分析与基于模型的系统工程相结合
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-10-19 DOI: 10.1002/sys.21646
Juan Antonio Martínez Rojas, José L. Fernández-Sánchez
The model based systems engineering (MBSE) approach describes a system using consistent views to provide a holistic model as complete as possible. MBSE methodologies end with the physical architecture of the system, but a physical model is clearly incomplete without the study of its associated physical laws and phenomena related to the whole system or its parts. However, the computational demands could be excessive even for modest projects. Dimensional analysis (DA) is common in fluid dynamics and chemical engineering, but its application to systems engineering is still limited. We describe an engineering methodological process, which incorporates DA as a powerful tool to understand the physical constraints of the system without the burden of complex analytical or numerical calculations. A detailed example describing a microantenna is presented showing the benefits of this approach. The selected example describes a problem rarely covered in modern expositions of DA in order to show the wide benefit of these techniques. The information provided by this analysis is very useful to select the best physically realizable architectures, testing design, and conduct trade‐off studies. The complexity of modern systems and systems of systems demands new testing procedures in order to comply with increasingly demanding requirements and regulations. This can be accomplished through research in new DA methods. Finally, this article serves as a fairly comprehensive guide to the use of DA in the context of MBSE, detailing its strengths, limitations, and controversial issues.
基于模型的系统工程(MBSE)方法描述了使用一致视图来提供尽可能完整的整体模型的系统。MBSE方法论以系统的物理架构结束,但如果不研究与整个系统或其部分相关的物理定律和现象,物理模型显然是不完整的。然而,即使对于规模不大的项目,计算需求也可能过高。尺寸分析(DA)在流体动力学和化学工程中很常见,但它在系统工程中的应用仍然有限。我们描述了一个工程方法过程,该过程将DA作为一个强大的工具来理解系统的物理约束,而无需复杂的分析或数值计算。给出了一个描述微天线的详细例子,展示了这种方法的优点。所选的例子描述了DA现代论述中很少涉及的一个问题,以展示这些技术的广泛优势。该分析提供的信息对于选择最佳物理可实现架构、测试设计和进行权衡研究非常有用。现代系统和系统体系的复杂性要求新的测试程序,以符合日益苛刻的要求和法规。这可以通过研究新的DA方法来实现。最后,本文为在MBSE背景下使用DA提供了一个相当全面的指南,详细介绍了其优势、局限性和有争议的问题。
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引用次数: 1
Model‐based systems engineering: Evaluating perceived value, metrics, and evidence through literature 基于模型的系统工程:通过文献评估感知价值、度量和证据
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-10-19 DOI: 10.1002/sys.21644
Kelly X. Campo, T. Teper, Casey E. Eaton, Anna M. Shipman, Garima Bhatia, Bryan L. Mesmer
Although Model‐Based Systems Engineering (MBSE) is quickly becoming adopted in Systems Engineering (SE), there have not been many studies evaluating literature to determine the perceived value of implementing MBSE. This research first identifies and discusses previous studies on the justification or rejection of MBSE. This study investigates how the SE community perceives the value of MBSE by coding and analyzing positive and negative descriptions of MBSE; perceived benefits and drawbacks of implementing MBSE; and the evidence and metrics used to substantiate and measure each claim about MBSE. From 60 academic sources, this study collected and coded over 2900 claims on MBSE. Our findings determine the most positive attributes of MBSE to be Verification & Validation Capability, Consistency, Reasoning, and Risk & Error Manageability, while the most negative attributes were Approach Understandability, Acceptability, Familiarity, and Approach Complexity. The most‐stated benefits were Reduced Time, Better Communication/Information Sharing, Reduced Costs, and Better Analysis Capability. The most claimed drawbacks were Increased Costs, Increased Time, Increased Effort, and Worsened Capability. A large share of claims (47%) about MBSE was based on author opinions. Most claims (86%) were not substantiated by a metric.
尽管基于模型的系统工程(MBSE)正迅速被系统工程(SE)所采用,但并没有很多研究评估文献来确定实施MBSE的感知价值。本研究首先确认并讨论了先前关于MBSE的正当性或拒绝性的研究。本研究通过对MBSE的正面和负面描述进行编码和分析,探讨了SE群体如何感知MBSE的价值;实施MBSE的好处和缺点;以及用来证实和衡量每一个关于MBSE的说法的证据和指标。从60个学术来源中,本研究收集并编码了2900多个关于MBSE的索赔。我们的研究结果确定了MBSE最积极的属性是验证和验证能力、一致性、推理和风险和错误可管理性,而最消极的属性是方法可理解性、可接受性、熟悉性和方法复杂性。最明显的好处是减少了时间,更好的沟通/信息共享,降低了成本,更好的分析能力。最大的缺点是增加了成本,增加了时间,增加了工作,以及性能恶化。很大一部分关于MBSE的说法(47%)是基于作者的观点。大多数声称(86%)没有得到度量标准的证实。
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引用次数: 4
Integration of systems design and risk management through model‐based systems development 通过基于模型的系统开发实现系统设计和风险管理的集成
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-10-06 DOI: 10.1002/sys.21643
Y. Uludağ, Ersin Evin, Nazan Gözay Gürbüz
Model‐based systems engineering is a powerful methodology to develop safety‐critical systems. The use of the system model as a single source of truth for risk and dependability analysis results in a consistent and complete assessment. Besides, representation and logging of the assessment within the model result in a complete and up‐to‐date single source of information that can be used during the device certification as well. This paper aims to provide a comprehensive risk management SysML profile that includes interconnected safety analysis [functional hazard assessment (FHA), fault tree, and failure mode and effect analysis (FTA, FMEA)], control measure, and evaluation model elements in compliance with the medical standards. Model‐based risk assessment of a point‐of‐care diagnostic device for sepsis has been shown as a case study to show the implementation of the profile. This device is a standalone unit and the test results obtained directly affect the patient. Therefore, both the top‐down (FHA and FTA) and bottom‐up (FMEA) safety assessment methods have been used. Another objective of the study is to define a systematic and holistic method to perform fault tree analysis, not only from the system architecture models but also from the functional, activity, and sequence diagrams of the system model.
基于模型的系统工程是开发安全关键系统的有力方法。使用系统模型作为风险和可靠性分析的单一事实来源,可以得到一致和完整的评估。此外,模型中评估的表示和记录可以形成一个完整的、最新的单一信息源,也可以在器械认证期间使用。本文旨在提供一个综合的风险管理SysML概要,包括互连的安全分析[功能危害评估(FHA),故障树,故障模式和影响分析(FTA, FMEA)],控制措施,以及符合医学标准的评价模型要素。基于模型的脓毒症点护理诊断设备的风险评估已被显示为一个案例研究,以显示该概况的实施。该设备是一个独立的单元,所获得的测试结果直接影响患者。因此,采用了自顶向下(FHA和FTA)和自底向上(FMEA)两种安全评估方法。本研究的另一个目标是定义一个系统和整体的方法来执行故障树分析,不仅从系统架构模型,而且从系统模型的功能图、活动图和序列图。
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引用次数: 0
Systems engineering applied to urban planning and development: A review and research agenda 应用于城市规划与发展的系统工程:回顾与研究议程
IF 2 3区 工程技术 Q2 Computer Science Pub Date : 2022-09-19 DOI: 10.1002/sys.21642
Jack Reid, D. Wood
Systems engineering tools and methodologies are increasingly being used in urban planning and sustainable development applications. Such tools were previously extensively used for urban planning during the 1960s and 1970s in the United States, only to result in high profile failures and pushback from urban planners, politicians, and the public. In order to better understand why this occurred, what has changed, and how we can avoid such failures moving forward, this study conducts a systematic review and an integrative review of the systems engineering and critical literature. These reviews are used to identify eight common pitfalls and organize them into key themes. Technological and methodological developments that may address each of these pitfalls are considered and recommendations are made for future applications of systems engineering to planning contexts. Finally, examples are provided of systems engineering being used productively in a way consistent with these recommendations for sustainable development applications.
系统工程工具和方法越来越多地被用于城市规划和可持续发展应用。在20世纪60年代和70年代,这些工具在美国被广泛用于城市规划,结果却导致了高调的失败和来自城市规划者、政治家和公众的抵制。为了更好地理解为什么会发生这种情况,发生了什么变化,以及我们如何避免这种失败向前发展,本研究对系统工程和批评文献进行了系统回顾和综合回顾。这些审查用于识别八个常见的陷阱,并将它们组织成关键主题。技术和方法的发展可能会解决这些缺陷,并为系统工程在规划环境中的未来应用提出建议。最后,提供了系统工程以与这些可持续发展应用的建议一致的方式被有效地使用的例子。
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引用次数: 2
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Systems Engineering
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