Capacity Planning for Forming Sustainable and Cost-Effective Nanogrids

A. E. Sayed, Gokturk Poyrazoglu, E. E. Ahmed
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Abstract

This paper proposes a new strategy for nanogrid capacity planning as a bilevel programming mathematical model with look-ahead logic. The first program, the Planner, is a linear program that solves for the optimal size of the Nano-grid comprising a PV solar system and a battery energy storage system. The second program, the Operator, is a mixed integer linear program that uses resultant sizes from the Planner and other data and then solves for the optimal asset dispatch on an hourly basis throughout the whole horizon. 24-hours is used as the main optimization window, to be consistent with real case operations of day-ahead scheduling but longer windows were also tested with the Lookahead (LA) logic. A sensitivity to LA logic was applied for an analysis conducted on cost-effectiveness, system sustainability, and local energy sufficiency. It was shown that implementing two days of LA logic reduces the import cost by 44%. Nano-grid was considered in this study to test the capacity planning strategy, but the methodology is also applicable to larger schemes.
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形成可持续和具有成本效益的纳米电网的容量规划
本文提出了一种新的纳米电网容量规划策略,即具有前瞻性逻辑的双层规划数学模型。第一个程序是Planner,它是一个线性程序,解决了由光伏太阳能系统和电池储能系统组成的纳米电网的最佳尺寸。第二个程序是Operator,它是一个混合整数线性程序,使用Planner和其他数据的结果大小,然后在整个范围内以小时为基础解决最佳资产调度问题。以24小时为主要优化窗口,与日前调度的实际操作相一致,但更长的窗口也使用超前(LA)逻辑进行了测试。对洛杉矶逻辑的敏感性应用于对成本效益、系统可持续性和当地能源充足性进行的分析。结果表明,实施两天的LA逻辑可减少44%的进口成本。本研究考虑纳米电网来测试容量规划策略,但该方法也适用于更大的方案。
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