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Model Predictive Control of Building On/Off HVAC Systems to Compensate Fluctuations in Solar Power Generation

机译:建立/关闭HVAC系统的模型预测控制以补偿太阳能发电中的波动

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Ahstract-The high variability in solar photovoltaic (PV) power production causes voltage variations temporally and spatially on distribution feeders and substations. To tackle this problem, we propose absorbing most of the PV power generation locally by building loads such as heating, ventilation and air conditioning (HVAC) units to minimize the impact on the grid and reduce the need for large energy storage devices. In this paper, we formulate a mixed integer quadratic optimization problem to optimally dispatch a fleet of on/off HVAC units to consume most of PV power generation locally while maintaining occupants comfort and hardware constraints. On/off HVAC units are widely available in residential buildings in addition to many small to medium size commercial buildings. Simulation results show that by assigning the proper number of aggregated HVAC units, the proposed mechanism achieves good PV tracking performance without jeopardizing occupants comfort. This study concludes that most of the PV generation can be consumed by building loads with the help of proper control strategies, thereby permitting to increase solar PV penetration levels.
机译:Ahstract-太阳能光伏(PV)发电的高度可变性会导致配电馈线和变电站的电压在时间和空间上发生变化。为了解决这个问题,我们建议通过建筑负荷(例如供暖,通风和空调(HVAC)单元)来吸收本地大部分的光伏发电,以最大程度地减少对电网的影响并减少对大型储能设备的需求。在本文中,我们提出了一个混合整数二次优化问题,以最优地调度一组开/关HVAC单元,以在本地保持居民舒适度和硬件约束的同时,消耗大部分的PV发电量。除许多中小型商业建筑外,开/关HVAC装置还广泛用于住宅建筑。仿真结果表明,通过分配适当数量的合计HVAC单元,该机制可在不损害乘员舒适性的情况下实现良好的PV跟踪性能。这项研究得出的结论是,在适当的控制策略的帮助下,建筑负荷可以消耗大部分的光伏发电,从而可以提高太阳能光伏的渗透水平。

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