A multi layer evidence network model for the design process of SpaceSystems under epistemic uncertainty

Tools

Filippi, Gianluca and Vasile, Massimiliano (2019) A multi layer evidence network model for the design process of SpaceSystems under epistemic uncertainty. In: EUROGEN 2019, 2019-09-12 - 2019-09-14.

[thumbnail of Filippi-Vasile-EUROGEN-2019-A-multi-layer-evidence-network-model-for-the-design-process-of-SpaceSystems]
Preview
 Text. Filename: Filippi_Vasile_EUROGEN_2019_A_multi_layer_evidence_network_model_for_the_design_process_of_SpaceSystems.pdf
Accepted Author Manuscript
Download (1MB)| Preview

Abstract

The purpose of this paper is to introduce a new method for the design process of complex systems affected by epistemicuncertainty. In particular, a multi-layer network is proposed to model the whole design process and describe the transitionbetween adjacent phases. Each layer represents a design phase with a particular detail definition, each node a subsystemand each link a sharing of information. The network is used to quantify and propagate uncertainty through the differentlayers (design phases) where, proceeding from phase A to phase F, the detail of the mathematical model is increased. Thus,it can be considered as a multi-fidelity approach for the design of a complex system affected by epistemic uncertainty.The framework of Dempster-Shafer Theory of Evidence (DST) is used to model epistemic uncertainty and the model isthen called Multi-Layer Evidence Network Model (ML-ENM).

ORCID iDs

Filippi, Gianluca and Vasile, Massimiliano ORCID logoORCID: https://orcid.org/0000-0001-8302-6465;
CORE (COnnecting REpositories)