Planning the decarbonisation of energy systems: The importance of applying time series clustering to long-term models

Planning the decarbonisation of energy systems: The importance of applying time series clustering to long-term models

The study of future energy scenarios with high shares of variable renewable energy sources (VRES) requires an accurate representation of VRES variability and storage capacity. However, long-term optimal expansion models, which are typically used to prescribe the evolution of energy systems, make use...

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Bibliographic Details
Main Authors: Riccardo Novo, Paolo Marocco, Giuseppe Giorgi, Andrea Lanzini, Massimo Santarelli, Giuliana Mattiazzo
Format: Article
Language:English
Published: Elsevier 2022-08-01
Series:Energy Conversion and Management: X
Subjects:
Energy systems
Renewable energy
Mixed integer linear programming
Energy modelling
Time series clustering
Online Access:http://www.sciencedirect.com/science/article/pii/S2590174522000976

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http://www.sciencedirect.com/science/article/pii/S2590174522000976

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