Heuristics for Solver-Aware Systems Architecting: A Reinforcement Learning Approach

VS Gadi, TG Topcu… - Journal of …, 2025 - asmedigitalcollection.asme.org
The crowdsourcing literature has shown that domain experts are not always the best solvers
for complex system design problems. Under certain conditions, novices and specialists in …

Knowledge graph based multi-granularity tacit design knowledge reuse for product design

J Jia, Y Zhang, M Saad - Journal of Computational Design and …, 2024 - academic.oup.com
Decomposing product design into multiple granularities is an effective strategy to implement
complex product design. Tacit design knowledge (TDK), adhering to designers' experience …

Service productisation through standardisation and modularisation: an exploratory case study

A Shamsuzzoha, H Blomqvist… - International Journal of …, 2023 - Taylor & Francis
This research study examines service productisation through the standardisation and
modularisation of service. This concept is studied and applied to a professional service …

Enhancing Part Quality Management Using a Holistic Data Fusion Framework in Metal Powder Bed Fusion Additive Manufacturing

Z Yang, J Kim, Y Lu, A Jones… - Journal of …, 2024 - asmedigitalcollection.asme.org
Metal powder bed fusion additive manufacturing (AM) processes have gained widespread
adoption for the ability to produce complex geometries with high performance. However, a …

[HTML][HTML] Crowd Panic Behavior Simulation Using Multi-Agent Modeling

C Dumitrescu, V Radu, R Gheorghe, AI Tăbîrcă… - Electronics, 2024 - mdpi.com
This research introduces a novel approach to crisis management by implementing a multi-
agent algorithm within a strategic decision system. The proposed system harnesses multiple …

Navigating the Golden Triangle: The Need to Jointly Consider Modularization and Interface Choices When Making Performance, Cost, and Schedule Tradeoffs for …

TG Topcu, Z Szajnfarber - Systems Engineering, 2024 - Wiley Online Library
Decomposition is a critical enabler of complex system development, as it enables both task
specialization and efficiency through parallel work. The process of decomposing involves …

A case study on digital training: benefits and unexplored opportunities

M Carulli, M Rossoni, E Spadoni… - Journal of …, 2024 - asmedigitalcollection.asme.org
In an era characterized by the increasing complexity of products and the rapid turnover of
the workforce across different companies, there is a growing need to invest significantly in …

An effective design freeze strategy for establishing design rules in modular product development

J Lim, S Kang, J Lee, YS Hong - Journal of Engineering Design, 2024 - Taylor & Francis
In rapidly changing market conditions, the timing of a product release is crucial for its
success. Design iteration, especially between modules, poses a significant challenge in the …

Towards a solver-aware systems architecting framework: leveraging experts, specialists and the crowd to design innovative complex systems

Z Szajnfarber, TG Topcu, H Lifshitz-Assaf - Design Science, 2022 - cambridge.org
This article proposes the solver-aware system architecting framework for leveraging the
combined strengths of experts, crowds and specialists to design innovative complex …

The impact of system representation choices on architecting insights

A Hennig, Z Szajnfarber - Systems Engineering, 2023 - Wiley Online Library
Abstract Systems engineers regularly rely on analysis of early design artifacts like system
architecture representations to predict system performance, lifecycle costs, and development …