Systems Engineering

Article	Citations
Value and benefits of model‐based systems engineering (MBSE): Evidence from the literature	85
Technology readiness levels: Shortcomings and improvement opportunities	52
Modeling a predictive maintenance management architecture to meet industry 4.0 requirements: A case study	31
Operationalizing digital twins through model‐based systems engineering methods	25
MBSE delivers significant return on investment in evolutionary development of complex SoS	18
Set‐based design: The state‐of‐practice and research opportunities	17
A systems‐theoretic articulation of stakeholder needs and system requirements	16
A network perspective on assessing system architectures: Robustness to cascading failure	15
Handling the COVID‐19 crisis: Toward an agile model‐based systems approach	15
System of systems uncertainty quantification using machine learning techniques with smart grid application	12
Ecology‐inspired resilient and affordable system of systems using degree of system order	12
Assaying the importance of system complexity for the systems engineering community	10
A methodology for identifying flexible design opportunities in large‐scale systems	10
Towards Developing Metrics to Evaluate Digital Engineering	10
Comparative analysis of a model‐based systems engineering approach to a traditional systems engineering approach for architecting a robotic space system through knowledge categorization	10
A call for consensus on the use of representative model worlds in systems engineering and design	10
Synergizing model‐based systems engineering, modularity, and software container concepts to manage obsolescence	9
Systems modeling language extension to support modeling of human‐agent teams	9
Model‐based systems engineering: Evaluating perceived value, metrics, and evidence through literature	9
System‐of‐systems tools and techniques for the analysis of cyber‐physical systems	8
A stakeholder framework for evaluating the ‐ilities of autonomous behaviors in complex adaptive systems	8
Design process for system of systems reconfigurations	7
System design and engineering trade‐off analytics: State of the published practice	7
A graph theory approach to predicting functional failure propagation during conceptual systems design	7
Extending the scope of configuration management for the development and life cycle support of systems of systems—An ontology‐driven framework applied to the Enceladus Submarine Exploration Lander	7

Integration principles for complex systems	7
Design thinking, lean startup, and high‐technology marketing for human‐centered systems engineering	7
NFR‐aware prioritization of software requirements	7
Formal reasoning of knowledge in systems engineering through epistemic modal logic	6
Model‐based systems engineering for a small‐lift launch facility	6
A process model for concurrent conceptual design of space systems	6
Predictive maintenance analytics and implementation for aircraft: Challenges and opportunities	6
Improving simulation specification with MBSE for better simulation validation and reuse	6
An evaluation of the optimality of frequent verification for vertically integrated systems	6
A system concept representation framework and its testing on patents, urban architectural patterns, and software patterns	5
Driving digital engineering integration and interoperability through semantic integration of models with ontologies	5
Cost reduction for advanced driver assistance systems through hardware downscaling and deep learning	5
Technical debt in systems engineering—A systematic literature review	5
Evaluating the complexity of engineered systems: A framework informed by a user case study	5
Survey on set‐based design (SBD) quantitative methods	5
Using a run time assurance approach for certifying autonomy within naval aviation	5
Does gist drive NASA experts’ design decisions?	4
Application of set‐based concurrent engineering methodology to the development of cost modeling system for metal casting process	4
Conceptual data model for system resilience characterization	4
Intent integration for human‐agent teaming	4
Conceptual model for capability planning in a military context – A systems thinking approach	4
Feature‐driven systems engineering procedure for standardized product‐line development	4
Robust design under cumulative damage due to dynamic failure mechanisms	4
Proposition of an ontology to support product service systems of systems engineering	4
An interdisciplinary strategy to advance systems engineering theory: The case of abstraction and elaboration	4
Model‐driven architecture based security analysis	4
Testing coverage‐based software reliability growth model considering uncertainty of operating environment	3
A resilience systemic model for assessing critical supply chain disruptions	3
Using value of information in quantitative set‐based design	3
Applicability of the diffusion of innovation theory to accelerate model‐based systems engineering adoption	3
Comparative analysis of model‐based and traditional systems engineering approaches for simulating a robotic space system architecture through automatic knowledge processing	3
Applying systems engineering to roadmapping for digital transformation in the offshore exploration and production supply chain operations	3
Multi‐agent evolutionary game of process safety culture in Chinese chemical industry based on system dynamics	3
A value of information methodology for multiobjective decisions in quantitative set‐based design	3
Perception of complexity in engineering design	3
Selective maintenance on a multi‐state system considering maintenance task assignment and operating cost	3
Robustness of decentralized decision‐making architectures in command and control systems	3
A systematic literature review of sociotechnical systems in systems engineering	3
Toward a better integration of requirements and model‐based specifications	3
Systems engineering applied to urban planning and development: A review and research agenda	3
Model based systems engineering—A text mining based structured comprehensive overview	3
Exploring and managing the complexity of large infrastructure projects with network theory and model‐based systems engineering—The example of radioactive waste disposal	3
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Evolvability analysis framework: Adding transition path and stakeholder diversity to infrastructure planning	2
Minding the gap between the front and back offices: A systemic analysis of the offshore oil and gas upstream supply chain for framing digital transformation	2
A cluster‐based framework for interface analysis in large‐scale aerospace systems	2
Systems integration implications of component reuse	2
Game analysis of social capital violations and government regulation in public–private partnership risk sharing	2
Academics' perception of systems engineering and applied research projects	2
Industrial control via application containers: Maintaining determinism in IAAS	2

Technological ecosystems in capability development: A case study in emerging technologies	2
A cross‐sectorial review of industrial best practices and case histories on Industry 4.0 technologies	2
Mass customization and mass personalization meet at the crossroads of Industry 4.0: A case of augmented digital engineering	2
A survey on what users think about SysML	2
Failure probability assessment of emergency safety barriers integrating an extension of event tree analysis and Fuzzy type‐2 analytic hierarchy process	2
Utilizing a maximin optimization approach to maximize system resiliency	2
System models and model classification in tribological system development	2
Acquisition strategy factors related to faster defense acquisitions	2
On metrics and prioritization of investments in hardware security	2
Market and contractor factors affecting rapid acquisition strategies	2
Pragmatic verification and validation of industrial executable SysML models	2
A case study on modularity violations in cyber‐physical systems	2
Modeling correction activities in the context of verification strategies	2
A retrospective of the human viewpoint and its applicability to future systems	2
The National Airworthiness Council artificial intelligence working group (NACAIWG) summit proceedings 2022	2
Applying real system age to DoD systems	1
Integration of international competencies into systems engineering graduate programs	1
A hybrid approach for enhancing and optimizing the power quality and power flow in Smart Grid Connected System	1
Technical debt in the engineering of complex systems	1
A systems‐engineering approach to nation‐scale problems: Municipal solid waste management in Saudi Arabia	1
Measuring the digital transformation maturity level independently with the design science research methodology	1
Context‐based automation of critical infrastructure systems for efficiency, stakeholder equity, and resilience	1
Combining dimensional analysis with model based systems engineering	1
A model for measuring multi‐concern assurance of critical infrastructure control systems	1
A model‐based systems engineering framework for quantum dot solar cells development	1
Quantitative validation of complex systems integration principles	1
Enhancing decision knowledge by developing a quantitative framework for holistic exploratory acquisition policy analysis	1
Early stakeholder modeling and analysis: New mobility services (Product Service Systems of Systems)	1
Effects of differential risk attitudes in collaborative systems design	1
Team and communication impacts of remote work for complex aerospace system development	1
Optimal verification strategies in multi‐firm projects	1
Activating supply chain business models' value potentials through Systems Engineering	1
Issue Information	1
Integration of systems design and risk management through model‐based systems development	1
An experimentation framework for validating architectural properties as proxies for the ilities	1
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Assessment of expected production of a deep‐sea mining system: An integrated model‐based systems engineering and discrete event simulation approach	1
Detecting emergence in engineered systems: A literature review and synthesis approach	1
Toward an integrated project complexity narrative – A case study of academic organizations	1
The derivation and visualization of supply network risk profiles from product architectures	1
Machine learning approaches for improving integration of advanced sensors on legacy aircraft	1
System reconfiguration ontology to support model‐based systems engineering: Approach linking design and operations	1
New conceptual approaches to cognition in systems engineering: applying the 4 E's of cognition	0
Model‐based risk analysis for system design	0
Cyber oriented digital engineering	0
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Energy planning in sub‐Saharan African telecom networks: Decision support using a soft systems methodology	0
Safety system design and overfill protection for loading asphalt onto trucks	0
Statistical modeling to relate technology readiness to schedule	0
A survey and analysis of drone detection systems using a systems approach superposed on scenarios	0
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Modeling, simulation, and trade‐off analysis for multirobot, multioperator surveillance	0
Teaching undergraduate students to think like real‐world systems engineers: A technology‐based hybrid learning approach	0
The role of risk mitigation actions in engineering projects: An empirical investigation	0
A methodology for parameter estimation in system dynamics models using artificial intelligence	0
Decision making for multi‐objective problems: Mean and median metrics	0
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Impact of computer users on cyber defense strategies	0
Insights from developing improvisational theatre intervention at NASA	0
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Effects of individual strategies for resource access on collaboratively maintained irrigation infrastructure	0
MBSE adoption experiences in organizations: Lessons learned	0
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A taxonomy of metrics for human representations in digital engineering	0
Systemic innovation for countering violent radicalization: Systems engineering in a policy context	0
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A comparative experiment between textual requirements and model‐based requirements on proxies for contractual safety	0
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Leveraging epoch‐era analysis and digital twin for effective system concept and execution: A CO2 storage salt‐cave project	0
Challenges for trustworthy autonomous vehicles: Let us learn from life	0
Conceptual modeling to support system‐level decision‐making: An industrial case study from the Norwegian energy domain	0

Model‐based analysis and specification of functional requirements and tests for complex automotive systems	0
Human factors hazard modeling in the systems modeling language	0
Component‐based specification, design and verification of adaptive systems	0
System of systems engineering governance framework for digital transformation: A case study of an Australian large government agency	0
Government‐enterprise collusion and public oversight in the green transformation of resource‐based enterprises: A principal‐agent perspective	0
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Joint Offering Evaluation Framework for Assessing the Feasibility and Business Value of a Digital Twin Use Case	0
Lessons learned from establishing the Systems Engineering Research Center, a networked University Affiliated Research Center	0
Uncertainty measurement of a configurable business process	0
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Characterizing integration challenges in mission engineering to form solution strategies	0
Multi‐objective approach to forecast design refresh time due to COTS obsolescence	0
Impacts of work‐at‐home policies on systems engineers and the general population	0
Cascading trade‐off studies for robotic deburring systems	0
Implementation guide for process safety management	0
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Model‐based systems engineering approach to the study of electromagnetic interference and compatibility in wireless powered microelectromechanical systems	0
Model‐based‐systems‐engineering for conceptual design: An integrative approach	0
Application of soft systems methodology to frame the challenges of integrating autonomous trains within a legacy rail operating environment	0
Model‐based diagnosis with FTTell: Diagnosing early pediatric failure to thrive	0
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Path to modeling dynamic performance shaping factors in nuclear power plants operation – A review	0
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Model‐based architecting evaluation method for the delivery of complex nuclear projects	0
Refining autonomous vehicle situational awareness due to varying sensor error	0
Simulating a sterilization processing department to evaluate block schedules and tray configurations	0
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Engineering systems analysis of mobility in Odawara city: New transportation services impacts on community engagement	0
Corrigendum	0
Optimal verification strategy for general development plans using a belief‐based approach	0
Reliability assessment of mechatronic systems considering multi covariates with system topology	0
Using conjoint analysis to incorporate heterogeneous preferences into multimodal transit trip simulations	0
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A methodology for developing SoS architectures using SysML model federation	0
Garment production line optimization using production information based on real‐time power monitoring data	0
Identifying key parameters impacting cost in large‐scale complex space programs using simulation‐based global sensitivity analysis	0
A team‐centric metric framework for testing and evaluation of human‐machine teams	0
New observing strategies testbed: A digital prototyping platform for distributed space missions	0
Requirements engineering in industry 4.0: State of the art and directions to continuous requirements engineering	0
Mapping industry workforce needs to academic curricula – A workforce development effort in model‐based systems engineering	0
The SoS conductor: Orchestrating resources with iterative agent‐based reinforcement learning	0
Incremental IoT for industrial maintenance using the legacy culture	0
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The impact of system representation choices on architecting insights	0
Developing a model that supports the evolution of legacy systems into an enterprise	0
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Interpreting integrability	0
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Minimising conflicts among run‐time non‐functional requirements within DevOps	0
Enhancing conceptual models with computational capabilities: A methodical approach to executable integrative modeling	0
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A reinforcement learning approach to system modularization under constraints	0
Risk‐based approach for managing obsolescence for automation systems in heavy industries	0
Knowledge elicitation methodology for evaluation of Internet of Things privacy characteristics in smart cities	0
How to early integrate operational diagnosis objectives in model‐driven engineering processes: A methodological proposal based on fault and behavior trees	0
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An empirical analysis for software robustness vulnerability in terms of modularity quality	0
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Model‐based user experience‐focused roadmapping	0
Enterprise architecture contribution in distributed agile software development	0
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A reliability evaluation method for complex systems based on the editable GSPN and adaptive Monte Carlo simulation	0
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Analysis of INCOSE Systems Engineering journal and international symposium research topics	0
Facilitators and inhibitors of Agile methods adoption: Practitioners view	0
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Deployment of EPIC framework for intelligence transportation system	0
Improving consistency of AADL models: A composition approach	0
Applying risk assessment methods to the sex trafficking process: A feasibility study	0
Defense program quality‐cost‐delay optimization: architecture framework, a bridge between program management and system engineering	0
Model‐based standards authoring: ISO 15288 as a case in point	0
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Design teams and industry life cycles: The interplay of innovation and complexity	0
Adapting a strategic foresight framework to reuse integration	0
Systems engineering and water resources management: A closer relationship is needed	0
Impact of graph energy on a measurement of resilience for tipping points in complex systems	0