CAJ | 학술논문

提出了一种基于模型预测控制(MPC)和低通滤波(LPF)原理的实时平抑长短期风电功率波动的风储协调运行方法。首先，该方法利用风电场发电功率预测曲线，综合考虑优化时域内实际并网功率的平滑效果、储能荷电状态(SOC)、储能出力以及相关约束，通过每15 min 的滚动计算来实现对储能系统的优化控制。然后，建立了 MPC 与 LPF 两种原理的联系，推导了对常规 LPF 原理进行补偿的计算公式，使得储能 SOC 变化能够跟踪 MPC 设定的优化轨迹。算例分析表明，新方法既能够有效平抑1 min 和10 min 的短期风电功率波动，又能在15 min~4 h 的时间尺度上，有效控制储能 SOC 的变化范围。
제출료일충기우모형예측공제(MPC)화저통려파(LPF)원리적실시평억장단기풍전공솔파동적풍저협조운행방법。수선，해방법이용풍전장발전공솔예측곡선，종합고필우화시역내실제병망공솔적평활효과、저능하전상태(SOC)、저능출력이급상관약속，통과매15 min 적곤동계산래실현대저능계통적우화공제。연후，건립료 MPC 여 LPF 량충원리적련계，추도료대상규 LPF 원리진행보상적계산공식，사득저능 SOC 변화능구근종 MPC 설정적우화궤적。산례분석표명，신방법기능구유효평억1 min 화10 min 적단기풍전공솔파동，우능재15 min~4 h 적시간척도상，유효공제저능 SOC 적변화범위。
To smooth the long-term and short-term wind power fluctuations,a new coordination operation method of wind power and energy storage hybrid system based on the model predictive control (MPC) and low pass filter(LPF) is proposed. Based on the wind power forecasting results,the receding optimization is utilized to control the energy storage system every 1 5 min while a number of constraints are considered,such as the smoothing effects of grid-connected power,the state-of-charge (SOC) of the energy storage system and so on.Furthermore,the connection of MPC and LPF is established by compensating for the traditional LPF to ensure that the SOC catches up with the optimization track set by MPC.Finally, simulation studies demonstrate that the new method can not only smooth the 1 min and 10 min short-term fluctuations,but also control the SOC range in the 1 5 min to 4 h long-term time scales.