Towards Sustainable Energy Communities

Expansion Planning of Photovoltaic Systems Under Uncertainties

Conference Paper (2024)
Author(s)

Zhuochun Wu (National University of Singapore)

Jidong Kang (Singapore-ETH Centre)

Martin Mosteiro Romero (Singapore-ETH Centre)

Andrea Bartolini (Singapore-ETH Centre)

Affiliation
External organisation
DOI related publication
https://doi.org/10.1109/ICECCME62383.2024.10796038
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Publication Year
2024
Language
English
Affiliation
External organisation

Abstract

The growing adoption of clean solar energy in urban environments emphasizes the critical importance of efficient capacity planning in the development of building-integrated photovoltaic (BIPV) systems. Nevertheless, uncertainties associated with solar generation and demand pose substantial obstacles to systems planning. In response to these challenges, this paper introduces a novel approach: an optimization model that leverages ambiguity sets based on scenarios and is robust to distributional uncertainty for the expansion planning of building-integrated photovoltaic (BIPV) system. The distinctiveness of the model lies in its consideration of the non-linearity between global horizontal irradiance as well as PV solar power generation potential. A case study conducted in Singapore demonstrates the proposed model's substantial advantages including a 2 % -5 % improvement in self-sufficiency, 3 % -8 % electricity cost savings, and 3 % -8 % reduction in carbon dioxide emissions compared to benchmark models.

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