Predicting the dynamic behavior of a magnetocaloric cooling prototype via artificial neural networks

Silva, Pedro M.; Peixer, Guilherme F.; Lorenzoni, Anderson M.; Azeredo, Yan C.; Flesch, Rodolfo C.C.; Lozano, Jaime A.; Barbosa, Jader R.

doi:10.1016/j.applthermaleng.2024.123060

Applied Thermal Engineering

2024

DOI: 10.1016/j.applthermaleng.2024.123060

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Predicting the dynamic behavior of a magnetocaloric cooling prototype via artificial neural networks

Pedro M. Silva,

Guilherme F. Peixer,

Anderson M. Lorenzoni

et al.

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2024

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Value deployment in set‐based design: Design space propagation to integrate manufacturing in the narrowing‐down process

de Oliveira,

Peixer,

Rosa

et al. 2024

Systems Engineering

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Value is crucial to lean product development (LPD) and set‐based design (SBD). Nevertheless, the literature needs to present more research on value definition and deployment to support exploring the design space. This scenario hinders the operationalization of lean initiatives in product development. This paper proposes a value deployment (VD) method for SBD, applying quality function deployment (QFD) matrices. We undertook a research action on the design of a TRL‐6 magnetic air conditioner. As a result, we aligned teams and development efforts toward value, building clarity and cohesion about the contribution of subsystems to product performance. Furthermore, VD enabled the integration of manufacturing in decision‐making. Our work paves the way for SBD in terms of practical relevance for industrial and systems engineering, assisting managers in adopting LPD and aligning integrated product teams toward value.

show abstract

Value deployment in set‐based design: Design space propagation to integrate manufacturing in the narrowing‐down process

de Oliveira,

Peixer,

Rosa

et al. 2024

Systems Engineering

View full text Add to dashboard Cite

show abstract

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Predicting the dynamic behavior of a magnetocaloric cooling prototype via artificial neural networks

Cited by 1 publication

References 30 publications

Value deployment in set‐based design: Design space propagation to integrate manufacturing in the narrowing‐down process

Value deployment in set‐based design: Design space propagation to integrate manufacturing in the narrowing‐down process

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