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Innovation, Risk, Agility, and Learning, Viewed as Optimal Control and Estimation 创新、风险、灵活性和学习,视为最优控制和估算
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-22 DOI: 10.1002/inst.12500
William D. (Bill) Schindel

This paper summarizes how a well-understood problem—optimal control and estimation in “noisy” environments—provides a framework to advance understanding of a well-known but less well-mastered problem—system innovation life cycles and management of decision risks and learning. The ISO15288 process framework and its exposition in the INCOSE Systems Engineering Handbook (2015) describe system development and other life cycle processes. Concerns about improving the performance of processes in dynamic, uncertain, and changing environments are partly addressed by “agile” systems engineering approaches. Both are typically described in the procedural language of business processes, so it is not always clear whether the different approaches are fundamentally at odds, or just different sides of the same coin. Describing the target system, its environment, and the life cycle management processes using models of dynamical systems allows us to apply earlier technical tools, such as the theory of optimal control in noisy environments, to emerging innovation methods.

本文总结了一个广为人知的问题--"嘈杂 "环境中的最优控制和估算--如何提供了一个框架,以促进人们对一个众所周知但掌握较少的问题--系统创新生命周期以及决策风险和学习管理--的理解。ISO 15288 流程框架及其在 INCOSE 系统工程手册(2015 年)中的阐述描述了系统开发和其他生命周期流程。敏捷 "系统工程方法在一定程度上解决了在动态、不确定和不断变化的环境中提高流程性能的问题。这两种方法通常都是用业务流程的程序语言来描述的,因此并不总是很清楚不同的方法从根本上是相悖的,还是只是同一枚硬币的不同面。使用动态系统模型来描述目标系统、环境和生命周期管理流程,可以让我们将早期的技术工具(如噪声环境下的最优控制理论)应用到新兴的创新方法中。
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引用次数: 0
What Is the Smallest Model of a System? 什么是系统的最小模型?
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-22 DOI: 10.1002/inst.12501
William D. Schindel

How we represent systems is fundamental to the history of mathematics, science, and engineering. Model-based engineering methods shift the nature of representation of systems from historical prose forms to explicit data structures more directly comparable to those of science and mathematics. However, using models does not guarantee simpler representation—indeed a typical fear voiced about models is that they may be too complex.

Minimality of system representations is of both theoretical and practical interest. The mathematical and scientific interest is that the size of a system's “minimal representation” is one definition of its complexity. The practical engineering interest is that the size and redundancy of engineering specifications challenge the effectiveness of systems engineering processes. INCOSE thought leaders have asked how systems work can be made 10:1 simpler to attract a 10:1 larger global community of practitioners. And so, we ask: What is the smallest model of a system?

我们如何表示系统是数学、科学和工程学历史的基础。基于模型的工程学方法将系统表征的性质从历史散文形式转变为显式数据结构,更直接地与科学和数学的数据结构相媲美。然而,使用模型并不能保证表征更简单--事实上,人们对模型的一种典型担心是它们可能过于复杂。 系统表征的最小化既有理论意义,也有实际意义。数学和科学方面的兴趣在于,系统 "最小表示 "的大小是其复杂性的定义之一。工程实践的意义在于,工程规格的大小和冗余对系统工程流程的有效性提出了挑战。INCOSE 的思想领袖们提出了一个问题:如何才能使系统工作简化 10:1,从而吸引更多的全球从业人员。因此,我们不禁要问:什么是最小的系统模型?
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引用次数: 0
Got Phenomena? Science-Based Disciplines for Emerging Systems Challenges 有现象吗?应对新兴系统挑战的科学学科
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-22 DOI: 10.1002/inst.12498
Bill Schindel

Engineering disciplines (civil, mechanical, chemical, electrical) sometimes argue their fields have “real physical phenomena”, “hard science” based laws, and first principles, claiming systems engineering lacks equivalent phenomenological foundation. We argue the opposite, and how replanting systems engineering in model-based systems engineering (MBSE) / pattern-based systems engineering (PBSE) supports emergence of new hard sciences and phenomena-based domain disciplines.

Supporting this perspective is the system phenomenon, wellspring of engineering opportunities and challenges. Governed by Hamilton's principle, it is a traditional path for derivation of equations of motion or physical laws of so-called “fundamental” physical phenomena of mechanics, electromagnetics, chemistry, and thermodynamics.

We argue that laws and phenomena of traditional disciplines are less fundamental than the system phenomenon from which they spring. This is a practical reminder of emerging higher disciplines, with phenomena, first principles, and physical laws. Contemporary examples include ground vehicles, aircraft, marine vessels, and biochemical networks; ahead are health care, distribution networks, market systems, ecologies, and the IoT.

工程学科(土木、机械、化学、电气)有时会认为自己的领域有 "真实的物理现象"、基于 "硬科学 "的定律和第一性原理,而系统工程缺乏相应的现象学基础。而我们的观点恰恰相反,我们认为基于模型的系统工程(MBSE)/基于模式的系统工程(PBSE)可以支持新的硬科学和基于现象的领域学科的出现。 支持这一观点的是系统现象,它是工程机遇和挑战的源泉。在汉密尔顿原理的指导下,系统现象是推导所谓 "基本 "物理现象(力学、电磁学、化学和热力学)的运动方程或物理定律的传统途径。 我们认为,传统学科的定律和现象不如它们所产生的系统现象更基本。这是对新兴高等学科的实际提醒,其中有现象、第一原理和物理定律。当代的例子包括地面车辆、飞机、海洋船舶和生化网络;未来的例子包括医疗保健、分销网络、市场系统、生态学和物联网。
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引用次数: 0
Maps or Itineraries? A Systems Engineering Insight from Ancient Navigators 地图还是路线?古代航海家对系统工程的启示
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-22 DOI: 10.1002/inst.12497
William D. Schindel

Processes and procedures are the heart of current descriptions of systems engineering. The “vee diagram,” ISO 15288, the INCOSE Systems Engineering Handbook, and enterprise-specific business process models focus attention on process and procedure. However, there is a non-procedural way to view systems engineering. This approach is to describe the configuration space “navigated” by systems engineering, and what is meant by system trajectories in that space, traveled during system life cycles. This sounds abstract because we have lacked explicit maps necessary to describe this configuration space. We understand concrete steps of a procedure, so we focus there. But where do these steps take us? And what does “where” mean in this context? Clues are found in recent discoveries about ancient navigation, as well as later development of mathematics and physics. This paper, part I of a case for stronger model-based systems engineering (MBSE) semantics, focuses on the underlying configuration space inherent to systems.

流程和程序是当前系统工程描述的核心。vee图"、ISO 15288、INCOSE《系统工程手册》以及企业特定的业务流程模型都将注意力集中在流程和程序上。然而,还有一种非程序化的方法来看待系统工程。这种方法是描述系统工程 "导航 "的配置空间,以及系统生命周期中系统在该空间中的运行轨迹。这听起来很抽象,因为我们缺乏描述这一配置空间所需的明确地图。我们了解程序的具体步骤,所以我们把重点放在这里。但这些步骤会把我们带到哪里呢?在这种情况下,"哪里 "又意味着什么呢?我们可以从最近关于古代航海的发现以及后来数学和物理学的发展中找到线索。本文是加强基于模型的系统工程(MBSE)语义案例的第一部分,重点关注系统固有的底层配置空间。
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引用次数: 0
Explicating System Value through First Principles: Re-Uniting Decision Analysis with Systems Engineering 通过第一原理阐释系统价值:将决策分析与系统工程重新结合起来
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-08-22 DOI: 10.1002/inst.12499
Troy Peterson, Bill Schindel

System complexity continues to grow, creating many new challenges for engineers and decision makers. To maximize value delivery, “both” systems engineering and decision analysis are essential. The systems engineering profession has had a significant focus on improving systems engineering processes. While process plays an important role, the focus on process was often at the expense of foundational engineering axioms and their contribution to system value. As a consequence, systems engineers were viewed as process developers and managers versus technical leaders with a deep understanding of how system interactions are linked to stakeholder value. With the recent shift toward model-based systems engineering (MBSE), systems engineering is “getting back to basics,” focusing on value delivery via first principles, using established laws of engineering and science. This paper describes how pattern-based systems engineering (PBSE), as outlined within INCOSE's model-based systems engineering (MBSE) initiative, explicates system value through modeling of first principles, re-uniting systems engineering and decision analysis capabilities.

系统的复杂性不断增加,给工程师和决策者带来了许多新的挑战。为了最大限度地实现价值,系统工程和决策分析 "二者 "缺一不可。系统工程专业一直非常重视改进系统工程流程。虽然流程发挥着重要作用,但对流程的关注往往会牺牲基础工程公理及其对系统价值的贡献。因此,系统工程师被视为流程开发者和管理者,而不是深刻理解系统互动如何与利益相关者价值相关联的技术领导者。随着最近向基于模式的系统工程(MBSE)的转变,系统工程正在 "返璞归真",通过第一原理,利用既定的工程和科学法则,专注于价值交付。本文介绍了 INCOSE 基于模型的系统工程(MBSE)计划中概述的基于模式的系统工程(PBSE)如何通过对第一性原理的建模来阐释系统价值,并将系统工程与决策分析能力重新结合起来。
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引用次数: 0
Building a Technical Leadership Model 建立技术领导模式
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-06-28 DOI: 10.1002/inst.12488
Patrick Godfrey

INCOSE's Vision 2025 identifies the development of systems thinking and technical leadership as one of seven key areas of systems engineering ‘competency’ required for delivery. Vision 2025 states: “Education and training of systems engineers and the infusion of systems thinking across a broad range of the engineering and management workforce will meet the demands for a growing number of systems engineers with the necessary technical and leadership competencies.” “The roles and competencies of the systems engineer will broaden to address the increasing complexity and diversity of future systems.” “The technical leadership role of the systems engineer on a project will be well established as critical to the success of a project.” These requirements imply the need to rapidly expand the art and science of systems technical leadership. In response to this need, INCOSE established an institute for technical leadership. This paper describes the Institute and the work that the first cohort (“Cohort of 2017”) has accomplished on developing a technical leadership model for systems engineers. It is envisaged that this first technical leadership model for systems engineers will be further developed and matured by the following cohorts of the INCOSE's Technical Leadership Institute.

国际系统工程学会(INCOSE)的《愿景 2025》将发展系统思维和技术领导力确定为交付所需的系统工程 "能力 "的七个关键领域之一。2025 愿景》指出"对系统工程师的教育和培训,以及在广泛的工程和管理队伍中渗透系统思维,将满足对越来越多的具备必要技术和领导能力的系统工程师的需求"。"系统工程师的角色和能力将得到扩展,以应对未来系统日益增长的复杂性和多样性"。"系统工程师在项目中的技术领导作用将被充分确定为项目成功的关键"。这些要求意味着需要迅速扩展系统技术领导的艺术和科学。为满足这一需求,INCOSE 成立了技术领导力研究所。本文介绍了该研究所以及第一批学员("2017 年学员")在开发系统工程师技术领导力模型方面所完成的工作。根据设想,INCOSE 技术领导力研究所的后续学员将进一步发展和成熟第一个系统工程师技术领导力模型。
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引用次数: 0
Collaborative Systems Thinking Culture: A Path to Success for Complex Projects 协作系统思维文化:复杂项目的成功之路
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-06-28 DOI: 10.1002/inst.12491
Mickael Bouyaud, Natalie Davila-Rendon, Alex Deng, Jean Duprez, Anabel Fraga, Leema John, Ryan Noguchi, Erika Palmer, Jay Patel, Maria Romero, Raymond Wolfgang, Michael Wozniak

The world is filled with hard and complex problems, oftentimes requiring involved solutions. In large organizations attempting to solve these types of problems, a mindset shift and key candidate methodologies centered on collaborative systems thinking culture (CSTC) can assist significantly. The paper explores the state of the practice, change involved with implementing systems thinking, impacts of a collaborative approach within an organization, as well as the seven phases that a reader can introduce into their organization to realize some of the benefits. The same approach was used to create this paper under collective authorship from cohort 6 of the INCOSE Technical Leadership Institute (TLI); an international group of individuals collaborating exclusively through virtual platforms. From writing papers to executing large technical programs, the CSTC approach will prepare technical teams for tackling challenging problems in an inclusive way with the intent to finish projects on time while also cultivating healthy systems engineering habits and practices. This lessens the reliance on corporate engineering procedures to drive collaborative behavior by fiat. Finally, blending CSTC into the fabric and culture of an organization is emphasized as being needed for the full benefit. That benefit includes saving programs by moving to a CSTC.

世界上充斥着各种棘手而复杂的问题,这些问题往往需要涉及多个方面的解决方案。在试图解决这类问题的大型组织中,以协作式系统思维文化(CSTC)为中心的思维转变和关键候选方法可以提供很大帮助。本文探讨了这一实践的现状、实施系统思维所涉及的变革、协作方法在组织内部的影响,以及读者可以将其引入组织以实现部分益处的七个阶段。这篇论文也是由 INCOSE 技术领导力学院(TLI)第 6 期学员集体撰写的;该学院是一个专门通过虚拟平台开展合作的国际团体。从撰写论文到执行大型技术项目,CSTC 方法将帮助技术团队以包容的方式解决具有挑战性的问题,从而按时完成项目,同时培养健康的系统工程习惯和实践。这样就能减少对企业工程程序的依赖,从而以强制的方式推动协作行为。最后,将 CSTC 融入组织的结构和文化是获得全面收益的必要条件。这种益处包括通过转用 CSTC 来节省项目费用。
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引用次数: 0
Technical Leadership of Virtual and Remotely Distributed Teams 虚拟和远程分布团队的技术领导力
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-06-28 DOI: 10.1002/inst.12490
Francesco Dazzi, Elena Gallego, W. Patrick Keen, Mark McKelvin, Sean McCoy, Allison Weigel, Lisa Ziliox

The world is increasingly virtual and complex, with many relationships and teams at a global scale. The situation will not be changing any time soon. Sometimes, it is only possible to interact at a distance, of not only time zones and space, but also sometimes interpersonal distance, where names and voices make up another person. Regardless, technical teams will need good leadership to address complex situations in these virtual and remotely distributed (VaRD) environments. So, in a VaRD environment, do leadership practices and skills have to change? Do the tools, techniques, and technology make current practices for leadership in general, and the application of those practices obsolete? Maybe not.

This paper seeks to examine the nature of what is really changing when leading in a VaRD environment through the lens of engineers leading teams in global and complex technical challenges. Those perspectives are analyzed to determine the factors that go into a VaRD environment. In addition, this paper analyzes how interactions between teams compare to an in-person environment, how leadership practices are applied in this environment, and how technical leadership is tailored for these new environments.

世界正变得越来越虚拟和复杂,全球范围内存在着许多关系和团队。这种情况不会很快改变。有时,只有在一定距离内才能进行互动,不仅是时区和空间的距离,有时也是人际距离,名字和声音构成了另一个人。无论如何,技术团队都需要良好的领导力,以应对这些虚拟和远程分布式(VaRD)环境中的复杂情况。那么,在 VaRD 环境中,领导实践和技能是否必须改变?工具、技术和科技是否会使当前的领导实践以及这些实践的应用变得过时?也许不会。 本文试图从工程师领导团队应对全球性复杂技术挑战的视角出发,探讨在虚拟现实与发展环境中进行领导时,真正发生变化的本质是什么。通过对这些视角的分析,可以确定 VaRD 环境中的各种因素。此外,本文还分析了团队之间的互动与面对面环境相比有何不同,在这种环境中如何应用领导力实践,以及如何为这些新环境量身定制技术领导力。
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引用次数: 0
A Tinkerer's Mindset: Lessons from the Technical Leadership Institute's Cohort 8 on Safe-to-Fail Probing as a Tool for Informing Judgement 工匠心态:技术领导力学院第 8 期学员将 "安全无故障 "探查作为判断工具的经验教训
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-06-28 DOI: 10.1002/inst.12494
Adam D. Williams, Leandro V. Aveiro, Rachel A. McGrath, Carlo Leandri, Guilluame Terpant, Dimitri Masson, Adrian Unger

Tinkering — or making small changes to experiment toward an improvement in performance — is seemingly a natural characteristic of many systems engineers. As such, systems engineers are uniquely qualified to develop complex solutions necessary to overcome lack of clarity, achieve order, and avoid failure. Further, there is a much broader conversation surrounding the possibility of “failure” being beneficial in systems engineering projects. In response to the needing to inform judgment in situations shrouded in uncertainty, members of INCOSE's Technical Leadership Institute (TLI) cohort 8 examined the role of safe-to-fail probes play in informing judgement for systems engineers. Within the constraints of the TLI's major project, virtual workshops and qualitative interviews were two data collection mechanisms established to empirically investigate the role(s) of safe-to-fail probing in systems engineering. Overall, the data sets offered conclusions describing the potential role(s) of safe-to-fail probes for systems engineers working in uncertain environments. Resulting from this (limited) empirical exploration are additional insights and implications for how systems engineers may invoke safe-to-fail probes to improve decision-making in uncertain and challenging situations. Such a tinkerer's mindset can help systems engineers transition from the constraints of “intolerable failure” to the opportunities related to probing-sensing-responding to “responsible failures.”

修修补补--或做一些小的改动,以尝试提高性能--似乎是许多系统工程师的天性。因此,系统工程师在制定复杂的解决方案以克服不清晰、实现有序和避免失败方面具有独特的资质。此外,围绕系统工程项目中 "失败 "可能带来的益处,还有更广泛的讨论。为了满足在充满不确定性的情况下为判断提供信息的需求,INCOSE 技术领导力学院(TLI)第 8 期的成员们研究了安全到故障探测在为系统工程师的判断提供信息方面所起的作用。在 TLI 主要项目的限制下,虚拟研讨会和定性访谈是两个数据收集机制,目的是对系统工程中安全到故障探测的作用进行实证研究。总体而言,这些数据集提供了一些结论,描述了在不确定环境中工作的系统工程师使用安全到故障探测的潜在作用。通过这次(有限的)经验探索,我们对系统工程师如何利用 "安全到故障 "探测来改进在不确定和具有挑战性的情况下的决策有了更多的了解和启示。这种工匠思维可以帮助系统工程师从 "不可容忍的故障 "的限制过渡到与探测-感知-应对 "负责任的故障 "相关的机遇。
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引用次数: 0
Experiments in Leading through Influence: Reflections from a Group of Emerging Technical Leaders 通过影响力进行领导的实验:一群新兴技术领导者的思考
IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION Pub Date : 2024-06-28 DOI: 10.1002/inst.12489
Chris A. Browne, Jeffrey Brown, John Cadigan, Heidi Davidz, David Fadeley, Heather Feli, Karl C. Geist, Myra Parsons Gross, Maz Kusunoki, Clement Lee, Al Meyer, Louis-Emmanuel Romana, Brad Spencer, Lauren Stolzar, Luca Stringhetti, Ming Wah Tham

Technical leadership is a skill defined in the INCOSE professional competencies. This paper presents reflections on a shared learning journey about technical leadership from the perspective of a group of emerging technical leaders. These reflections provide insights around building awareness, navigating power and influence, benchmarking personal performance, developing capacity for change, and establishing critical friends. The final section provides lessons for working as a global team in technical leadership. This paper is of relevance to any technical leader looking to develop this capacity across technical sectors.

技术领导力是 INCOSE 专业能力中定义的一项技能。本文从一群新兴技术领导者的视角出发,介绍了他们对技术领导力共同学习之旅的反思。这些思考围绕建立意识、驾驭权力和影响力、制定个人绩效基准、发展变革能力以及建立重要朋友等方面提出了见解。最后一部分提供了作为全球团队开展技术领导工作的经验教训。本文对任何希望在各技术领域发展这种能力的技术领导者都有借鉴意义。
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引用次数: 0
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