Local Interpretable Explanations of Energy System Designs

Local Interpretable Explanations of Energy System Designs

Optimization-based design tools for energy systems often require a large set of parameter assumptions, e.g., about technology efficiencies and costs or the temporal availability of variable renewable energies. Understanding the influence of all these parameters on the computed energy system design v...

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Bibliographic Details
Main Authors: Jonas Hülsmann, Julia Barbosa, Florian Steinke
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Energies
Subjects:
energy system design models
explainable AI (XAI)
LIME
sensitivity analysis
decision makers
Online Access:https://www.mdpi.com/1996-1073/16/5/2161

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