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空调机组负荷调节潜力评估与控制策略

Load Regulation Potential Assessment and Control Strategy of Air Conditioning Units

  • 摘要: 为合理控制空调机组负荷,促进电力供需平衡,保证电网稳定运行,基于历史电网数据,采用线性回归模型拟合空调设备特性,结合空调所在房屋的参数构建空调负荷模型,并考虑空调最大停机时间等因素,分析了空调调控潜力的评价方法。针对电力系统、某地区和空调用户之间的关系,以空调机组功率变化与电网需求偏差最小为目标函数,提出一种以室温不超过用户舒适合理范围为基础的空调控制策略。采用粒子群算法进行实例分析,计算出空调机组的可调控制潜力,验证了所提策略的有效性。

     

    Abstract: Rational control of the load of air conditioning units promotes the balance of power supply and demand and ensures the stable operation of the power grid. Based on historical data, a linear regression model is used to fit the characteristics of air conditioning equipment, and an air conditioning load model is constructed by combining the ETP parameters of the air conditioning unit's location. Considering the allowable shutdown time of air conditioners, an evaluation method for air conditioning regulation potential is proposed. A demand response mechanism is proposed considering the relationship among the power grid, district, and air conditioning users. Taking the minimum deviation between the power change of air conditioning units and the power grid demand as the objective function, an air conditioning control strategy based on the indoor temperature not exceeding the reasonable range of user comfort is proposed. Finally, a particle swarm algorithm is used for case analysis to calculate the adjustable control potential of air conditioning units, verifying the effectiveness of the proposed strategy in this paper.

     

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