Assessing the impact of DER on the expansion of low-carbon power systems under deep uncertainty

被引:1
作者
Apablaza, Pablo [1 ]
Puschel-Lovengreen, Sebastian [2 ]
Moreno, Rodrigo [1 ,3 ]
Mhanna, Sleiman [4 ]
Mancarella, Pierluigi [4 ,5 ]
机构
[1] Univ Chile, Dept Elect Engn, Santiago, Chile
[2] EnergyAustralia, Melbourne, Vic, Australia
[3] Inst Sistemas Complejos Ingn ISCI, Santiago, Chile
[4] Univ Melbourne, Dept Elect & Elect Engn, Melbourne, Vic, Australia
[5] Univ Manchester, Sch Elect & Elect Engn, Sackville St, Manchester M13 9PL, Lancs, England
关键词
Distributed energy resources; Investment under uncertainty; Low-carbon power system planning; Stochastic optimisation; Australian power system; TRANSMISSION; GENERATION; DEMAND;
D O I
10.1016/j.epsr.2024.110824
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper studies the impact of distributed energy resources (DER) on economic displacements or delays of power system investments. We investigate how the operational flexibility from DER controllability can influence the integrated expansion of transmission and energy storage. Given the interplay of flexibility provision from different technologies, accurately representing uncertainties is essential to avoid over- or underestimating the flexible operational capabilities of DER. To address this challenge, we propose a multi -stage stochastic expansion planning model that can optimise transmission and storage investments, as well as DER services against long-term uncertainties and detailed operational constraints. We employ a four -stage scenario tree to represent uncertainties and a Dantzig-Wolfe decomposition within a column generation approach to tackle computational challenges. Case studies performed on real Australian National Electricity Market (NEM) scenarios demonstrate that a deterministic model overestimates the capabilities of controllable DER to displace transmission investments, particularly in early stages. Conversely, the proposed stochastic model provides a more measured assessment, maintaining a steadier estimate of transmission displacement potential by controllable DER throughout various stages.
引用
收藏
页数:9
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