集成智能电网中的可再生能源与需求预测

Vishnu Vardhan Sai Lanka, Millend Roy, Shikhar Suman, Shivam Prajapati
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引用次数: 2

摘要

本文提出了一个能够真实模拟微电网并预测可再生能源和负荷需求的框架。电力现货价格也被预测并被调度程序用来优化每天的微电网总成本。储能系统与常规供电系统协调调度以满足需求。本文描述的预测模型为选择合适的体系结构以保障电网稳定性、顺利调度和能源管理提供了极好的见解。最后,研究结果有助于更好地理解智能电网系统的功能。
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Renewable Energy and Demand Forecasting in an Integrated Smart Grid
The paper presents a framework that realistically simulates a microgrid and forecasts renewable energy and load demand. Electricity spot prices are also forecasted and used by the scheduler to optimize the total microgrid cost per day. The energy storage and conventional supplies are coherently scheduled to meet the demand. Forecasting models described here give an excellent insight to choose the appropriate architecture to safeguard grid stability, smooth scheduling, and energy management. Finally, the results help in a better understanding of the functioning of the smart grid system.
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