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基于非参数回归的风电场理论功率计算方法 被引量:24
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作者 王铮 刘纯 +1 位作者 冯双磊 王伟胜 《电网技术》 EI CSCD 北大核心 2015年第8期2148-2153,共6页
风电场理论功率计算可用于恢复风电场限电等非正常功率数据,对于恢复历史功率数据、建立风电场功率统计预测模型、计算限电量和电力交易结算等具有重要意义。在分析大量风电场实际功率数据的基础上,对于无完整调度控制指令记录和风机运... 风电场理论功率计算可用于恢复风电场限电等非正常功率数据,对于恢复历史功率数据、建立风电场功率统计预测模型、计算限电量和电力交易结算等具有重要意义。在分析大量风电场实际功率数据的基础上,对于无完整调度控制指令记录和风机运行记录的风电场,根据其实际运行状态和风机类型,合理设置筛选阈值,剔除了限电等非正常功率数据;根据实际功率曲线的特点,采用风向、气压等气象数据对样本数据进行划分;然后采用非参数回归方法拟合风机功率曲线并计算单机理论功率,根据相关系数加权方法修正和补齐缺失功率数据,提出基于非参数回归的风电场理论功率计算方法,并建立完整的理论功率计算模型。通过实际风电场测试,验证了方法的有效性和正确性,并与风电场发电能力验证方法的计算结果进行比较,验证所提方法的先进性。 展开更多
关键词 风力发电 风电场理论功率 非参数回归 理论功率计算 相关系数加权
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A novel digital control strategy of three-phase shunt active power filter under non-ideal mains voltages 被引量:1
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作者 胡志坤 陈志文 +2 位作者 华长春 王会海 丁家峰 《Journal of Central South University》 SCIE EI CAS 2011年第6期2021-2030,共10页
A novel control strategy for three-phase shunt active power filter (SAPF) was proposed to improve its performance under non-ideal mains voltages. The approach was inspired by our finding that the classic instantaneous... A novel control strategy for three-phase shunt active power filter (SAPF) was proposed to improve its performance under non-ideal mains voltages. The approach was inspired by our finding that the classic instantaneous reactive power theory based algorithm was unsatisfactory in terms of isolating positive sequence fundamental active components exactly under non-ideal mains voltages. So, a modified ip-iq reference current calculation method was presented. With usage of the new method, not only the positive sequence but also the fundamental active current components can be accurately isolated from load current. A deadbeat closed-loop control model is built in order to eliminate both delay error and tracking error between reference voltages and compensation voltages under unbalanced and distorted mains voltages. Computer simulation results show that the proposed strategy is effective with better tracking ability and lower total harmonic distortion (THD). The strategy is also applied to a 10 kV substation with a local electrolysis manganese plant injecting a large amount of harmonics into the power system, and is proved to be more practical and efficient. 展开更多
关键词 non-ideal mains voltage deadbeat control fundamental positive sequence active current shunt active power filter
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