Cost Optimal Integration of Flexible Buildings in Congested Distribution Grids

被引:82
作者
Hanif, Sarmad [1 ,2 ]
Massier, Tobias [2 ]
Gooi, Hoay Beng [3 ]
Hamacher, Thomas [4 ]
Reindl, Thomas [1 ]
机构
[1] Natl Univ Singapore, Solar Energy Res Inst Singapore, Singapore 119077, Singapore
[2] TUM CREATE Ltd, Singapore 138602, Singapore
[3] Nanyang Technol Univ, Singapore 639798, Singapore
[4] Tech Univ Munich, Inst Energy Econ & Applicat Technol, D-80333 Munich, Germany
基金
新加坡国家研究基金会;
关键词
Buildings; congestion management; convex optimization; distribution grid; flexible demand; SMART BUILDINGS; GENERATION; SIMULATION; MICROGRIDS; MANAGEMENT; RESOURCES; SYSTEM; STATE;
D O I
10.1109/TPWRS.2016.2605921
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
Buildings are candidates for providing flexible demand due to their high consumption and inherent thermal inertia. In the future, flexible demand side reserves may also help to relax the expected higher reserve requirements of the grid due to the presence of renewables. However, this flexible demand might be vulnerable to price signals, as the simultaneous increase in consumption by multiple buildings due to low (high) energy (reserves) price periods might cause congestion in distribution grids. In order to integrate congestion-free energy and reserve provision from buildings, this paper presents two benchmark pricing methodologies: (1) distribution locational marginal prices (DLMP), and (2) iterative DLMP (iDLMP). Both methods deploy convex optimization to obtain an optimal solution of the original problem. Using dual decomposition, a settlement scheme, which efficiently distributes the congestion cost among involved participants, is also presented. Case studies are performed on a benchmark distribution system along with the National Energy Market Singapore's price framework. The results prove that both methods optimally remove congestion from distribution grids and have potential to be integrated into the theoretical framework of liberalized markets. Furthermore, as a comparison, it is shown that the DLMP-based prices outperforms existing pricing structures of the distribution grid. Hence, using this scheme, the distribution system operator can evaluate existing tariffs and introduce incentives for price responsive demands. However, to support these methods, the high requirement for information sharing in the DLMP method and/or communication technology infrastructure for calculating iDLMPs must exist in the future grid.
引用
收藏
页码:2254 / 2266
页数:13
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