Global sensitivity analysis for design and operation of distributed energy systems: A two-stage approach

Ishanki A. De Mel,Panagiotis Demis,Bogdan Dorneanu,Oleksiy V. Klymenko,Evgenia D. Mechleri,Harvey Arellano-Garcia

Sustainable Energy Technologies and Assessments（2023）

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摘要

•Optimal design and operation of DES with GSA for analysis of uncertain inputs•RHMPC model formulation for sequential evaluation of the input probability distribution•Quantitative characterisation of diurnal variability & stochasticity for 3 uncertain inputs•Use of SobolGSA andGAMS to analyse the operational DES model•Challenges and limitations of the proposed approach

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关键词

Distributed Energy System,Optimisation,Mixed-Integer Linear Programming,Design and Operation,Global Sensitivity Analysis

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