INCOSE International Symposium最新文献_第3页

Leveraging Large Language Models for Direct Interaction with SysML v2 利用大型语言模型与 SysML v2 直接交互

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13262

John K. DeHart

{"title":"Leveraging Large Language Models for Direct Interaction with SysML v2","authors":"John K. DeHart","doi":"10.1002/iis2.13262","DOIUrl":"https://doi.org/10.1002/iis2.13262","url":null,"abstract":"This paper examines the potential integration of Large Language Models (LLMs) with the Systems Modeling Language version 2 (SysML v2), proposing a novel methodology for systems engineering by capitalizing on the enhanced readability and human-friendly syntax of SysML v2. Given the emergent sophistication of LLMs and the coincidental development of SysML v2—-an endeavor that presents a pivot toward naturally articulated model interaction—-we explore the possibilities and implications of such an intersection. Our investigation posits that LLMs can serve not only as an interpretive layer, allowing for the syntactically simplified manipulation of system models, but also as a catalyst for a knowledge-driven design approach.We highlight the efficiencies gained by deploying LLMs for SysML v2 interactions, which reduce the dependency on technical expertise traditionally needed for API navigation and model management. Through case studies and analysis, we demonstrate that the conversational engagement with system models facilitated by LLMs can lead to a democratized and accelerated design process. However, this advent is tempered by a critical awareness of potential pitfalls, such as automation bias and overreliance on automated systems—-underscoring the need for continued human oversight and the examination of ethical considerations.Emphasizing the chance of SysML v2 being inherently English-based and the parallel maturation of LLMs, this paper suggests that the collaborative utilization of these concurrent advancements may offer an opportune fusion, potentially revolutionizing the way systems are modeled and managed. Future work involves the empirical validation of these approaches and a deeper investigation into interoperability with existing and future systems engineering ecosystems. The ultimate goal is to ensure that this fusion not only complements human expertise but also propels systems engineering into a new era of innovation and holistic design.","PeriodicalId":100663,"journal":{"name":"INCOSE International Symposium","volume":"34 1","pages":"2168-2185"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165421","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

MissionML: A Mission Architecture Modeling Language based on Unified Architecture Framework MissionML：基于统一架构框架的任务架构建模语言

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13158

Yilong Yang, Wenxiao Song, Chuangye Chang, Xinghai Gao

引用次数: 0

Contemporary Systems Engineering for the UN SDGs and NAE Grand Challenges 当代系统工程促进联合国可持续发展目标和北欧工程大挑战

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13138

Shamsnaz Virani Bhada, Erika Palmer, Cecilia Haskins

引用次数: 0

Application of Model-Based Systems Engineering Within the Automotive Industry —- a Current State 基于模型的系统工程在汽车行业的应用现状

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13265

Daniel Brenk, Sebastian Seiffert, Artur Rauh

引用次数: 0

Model-Based Cybertronics Systems Engineering (MBCSE) 基于模型的网络电子系统工程（MBCSE）

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13223

Susanna Solanti-Iltanen, Brendan Hall, Petri Solanti

引用次数: 0

How Systems Thinking Provides the Foundation for A W-Shaped Model of an Effective Technical Leader 系统思维如何为 "W 型 "高效技术领导者模型奠定基础

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13208

Michael Wozniak

引用次数: 0

Application of the System-Theoretic Process Analysis (STPA) technique to enabling systems in the rail industry 将系统理论过程分析 (STPA) 技术应用于铁路行业的使能系统

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13174

John Slowey

引用次数: 0

Conceptual Modeling for Early-Phase Decision-Making in the Maritime Industry: A Case Study of Power Generation System Concept Selection 海事行业早期阶段决策的概念建模：发电系统概念选择案例研究

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13134

Magnus Sjøholt Grønningsæter, Siv Engen

{"title":"Conceptual Modeling for Early-Phase Decision-Making in the Maritime Industry: A Case Study of Power Generation System Concept Selection","authors":"Magnus Sjøholt Grønningsæter, Siv Engen","doi":"10.1002/iis2.13134","DOIUrl":"https://doi.org/10.1002/iis2.13134","url":null,"abstract":"This study examines the use of conceptual modeling to aid in selecting a power generation system concept in the maritime industry. The research objective is to understand how conceptual modeling can enhance decision-making during the early phases of concept evaluation. The study was conducted at a world-leading maritime technology company to address the need for more formal processes to support decision-making in complex development projects. The study applied a conceptual modeling approach in an industry case to facilitate decision-making in the early phases of a development project. The study shows that conceptual modeling is effective in supporting early-phase decision-making in the development project. Conceptual models effectively manage complexity, enhance understanding, and enable effective communication among team members. By combining conceptual modeling with a Pugh matrix, informed decision-making is facilitated, aligning with stakeholders' objectives. Overall, conceptual modeling provides a structured representation of the problem domain, guiding early-phase decision-making.","PeriodicalId":100663,"journal":{"name":"INCOSE International Symposium","volume":"34 1","pages":"90-105"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165174","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

Truly Modular and Open System Design is Difficult 真正的模块化和开放式系统设计非常困难

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13269

David Hetherington

{"title":"Truly Modular and Open System Design is Difficult","authors":"David Hetherington","doi":"10.1002/iis2.13269","DOIUrl":"https://doi.org/10.1002/iis2.13269","url":null,"abstract":"In the United States, major defense acquisition programs must implement a modular open systems approach (MOSA) as required by U.S. law. (Defense Standardization Program, 2016). Some in the defense community have focused on MOSA as a checklist compliance activity. However, designing economically and operationally competitive system platforms that are truly modular is extremely challenging. Many such modular system platform efforts fail to meet early expectations for convenience, cost, and community uptake. Open standards are challenging as well. If a highly successful, stable, well-documented, appropriate open standard is available for an interface, then leveraging such a standard can be fairly straightforward. However, often there is no obvious or adequate open standard available and the system platform owners have to organize a community to bring such a standard into existence.This paper will review three concrete examples of such MOSA efforts. The three cases cover both commercial and defense applications as well as covering both hardware and software. The two systems that focused on hardware modularity did eventually go into production but did not completely fulfill early expectations for their programs. The software system used an out-of-the-box approach and achieved a best-in-class result in terms of economic effectiveness, time to market, and stakeholder satisfaction. This paper will discuss underlying challenges that seem to be common to all such efforts, review the results of the three cases, and offer some simple guidelines for increasing the probability of success for such a program.","PeriodicalId":100663,"journal":{"name":"INCOSE International Symposium","volume":"34 1","pages":"2270-2286"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165336","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

Extending SysML Model Federation to Support Systems of Systems Multilevel Security Development 扩展 SysML 模型联盟，支持系统的系统多层次安全开发

INCOSE International Symposium Pub Date : 2024-09-07 DOI: 10.1002/iis2.13154

Chris Swickline PhD

{"title":"Extending SysML Model Federation to Support Systems of Systems Multilevel Security Development","authors":"Chris Swickline PhD","doi":"10.1002/iis2.13154","DOIUrl":"https://doi.org/10.1002/iis2.13154","url":null,"abstract":"Practitioners of modern systems engineering within the defense industry and intelligence community often find themselves being pulled in diametrically opposed directions. On the one hand, systems engineering is quickly evolving into a digital practice, strategically connecting heterogeneous sets of models to form digital threads and digital twins capable of providing insights more valuable than the sum of their parts. On the other hand, the inherent nature of working within the national security space necessitates information be held a multiple levels of classification, safeguarded from release, and compartmentalized. This paper focuses on Model Based Systems Engineering (MBSE) development to introduce methods and tools to aid in overcoming these challenges. The work presented here builds on previously published works in SysML Model Federation for Systems of Systems (SoS) Architecting, the experience of applying this methodology on real world programs. Furthermore, it leverages freely available MBSE tools, processes, and methods in the construction of System Architecture Models (SAMs). This paper culminates in a call to action for additional published research and development to address residual challenges and gaps with respect to executing MBSE for Multilevel Security (MLS) development.","PeriodicalId":100663,"journal":{"name":"INCOSE International Symposium","volume":"34 1","pages":"408-424"},"PeriodicalIF":0.0,"publicationDate":"2024-09-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142165455","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