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基于改进灰狼优化的开关磁阻风力发电最大功率点跟踪控制策略
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作者 李红伟 明兴莹 +2 位作者 罗华林 亢庆林 林军木 《科学技术与工程》 北大核心 2023年第26期11224-11231,共8页
以中小型开关磁阻风力发电机为研究对象,针对发电过程中,在不同风速条件下最大功率点跟踪控制快速性和准确性的需求,提出了一种基于自适应加权灰狼优化PID算法的最大功率点跟踪控制策略。当外界风速发生变化时,根据实时风速计算出风力... 以中小型开关磁阻风力发电机为研究对象,针对发电过程中,在不同风速条件下最大功率点跟踪控制快速性和准确性的需求,提出了一种基于自适应加权灰狼优化PID算法的最大功率点跟踪控制策略。当外界风速发生变化时,根据实时风速计算出风力机最佳转速,其与实际转速的差值作为加权自适应灰狼优化PID控制算法的输入,作为转速闭环的PID控制参数,从而输出电压脉宽调制的最优占空比,实现变风速下的最大功率点跟踪控制。仿真结果表明,与传统PID控制相比,自适应加权灰狼优化PID算法能够在风速变化情况下,更加快速准确地实现最大功率点跟踪控制。 展开更多
关键词 开关磁阻发电机 风力发电 最大功率点跟踪 灰狼优化算法 自适应PID控制
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Characterization of chromosome segment substitution lines reveals candidate genes associated with the nodule number in soybean 被引量:1
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作者 ZOU Jia-nan ZHANG Zhan-guo +17 位作者 kang qing-lin YU Si-yang WANG Jie-qi CHEN Lin LIU Yan-ru MA Chao ZHU Rong-sheng ZHU Yong-xu DONG Xiao-hui JIANG Hong-wei WU Xiao-xia WANG Nan-nan HU Zhen-bang QI Zhao-ming LIU Chun-yan CHEN Qing-shan XIN Da-wei WANG Jin-hui 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2022年第8期2197-2210,共14页
Soybean is one of the most important food crops worldwide.Like other legumes,soybean can form symbiotic relationships with Rhizobium species.Nitrogen fixation of soybean via its symbiosis with Rhizobium is pivotal for... Soybean is one of the most important food crops worldwide.Like other legumes,soybean can form symbiotic relationships with Rhizobium species.Nitrogen fixation of soybean via its symbiosis with Rhizobium is pivotal for sustainable agriculture.Type Ⅲ effectors(T3Es)are essential regulators of the establishment of the symbiosis,and nodule number is a feature of nitrogen-affected nodulation.However,genes encoding T3Es at quantitative trait loci(QTLs)related to nodulation have rarely been identified.Chromosome segment substitution lines(CSSLs)have a common genetic background but only a few loci with heterogeneous genetic information;thus,they are suitable materials for identifying candidate genes at a target locus.In this study,a CSSL population was used to identify the QTLs related to nodule number in soybean.Single nucleotide polymorphism(SNP)markers and candidate genes within the QTLs interval were detected,and it was determined which genes showed differential expression between isolines.Four candidate genes(GmCDPK28,GmNAC1,GmbHLH,and GmERF5)linked to the SNPs were identified as being related to nodule traits and pivotal processes and pathways involved in symbiosis establishment.A candidate gene(GmERF5)encoding a transcription factor that may interact directly with the T3E NopAA was identified.The confirmed CSSLs with important segments and candidate genes identified in this study are valuable resources for further studies on the genetic network and T3Es involved in the signaling pathway that is essential for symbiosis establishment. 展开更多
关键词 SOYBEAN TypeⅢeffectors nodule number chromosome segment substitution lines
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