Fractional differential equations are used to construct mathematical models and can describe the characteristics of real systems. In this paper, the parameter estimation problem of a fractional Wiener system is studied by designing linear filters which can obtain smaller tunable parameters and maintain the stability of the parameters in any case. To improve the identification performance of the stochastic gradient algorithm, this paper derives two modified stochastic gradient algorithms for the fractional nonlinear Wiener systems with colored noise. By introducing the forgetting factor, a forgetting factor stochastic gradient algorithm is deduced to improve the convergence rate. To achieve more efficient and accurate algorithms, we propose a multi-innovation forgetting factor stochastic gradient algorithm by means of the multi-innovation theory, which expands the scalar innovation into the innovation vector. To test the developed algorithms, a fractional-order dynamic photovoltaic model is employed in the simulation, and the dynamic elements of this photovoltaic model are estimated using the modified algorithms. Concurrently, a numerical example is given, and the simulation results verify the feasibility and effectiveness of the proposed procedures.
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Yu, Feng
Mao, Zhizhong
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机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Mao, Zhizhong
Yuan, Ping
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Yuan, Ping
He, Dakuo
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
He, Dakuo
Jia, Mingxing
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Kang, Tong
Yao, Jiangang
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yao, Jiangang
Jin, Min
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Jin, Min
Yang, Shengjie
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ Commerce, Coll Comp & Informat Engn, Changsha 410205, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yang, Shengjie
Duong, ThanhLong
论文数: 0引用数: 0
h-index: 0
机构:
Ind Univ Ho Chi Minh City, Dept Elect Engn, Ho Chi Minh City 700000, VietnamHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
机构:
Guangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
Xihua Univ, Key Lab Fluid & Power Machinery, Minist Educ, Chengdu 610039, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Wang, Long
Wang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Wang, Zhongju
Liang, Huazhao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Liang, Huazhao
Huang, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Wang, Jingbo
Yang, Bo
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h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Yang, Bo
Li, Danyang
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Li, Danyang
Zeng, Chunyuan
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Zeng, Chunyuan
Chen, Yijun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Chen, Yijun
Guo, Zhengxun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Guo, Zhengxun
Zhang, Xiaoshun
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Coll Engn, Shantou 515063, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Zhang, Xiaoshun
Tan, Tian
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Coll Engn, Shantou 515063, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Tan, Tian
Shu, Hongchun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Shu, Hongchun
Yu, Tao
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Coll Elect Power, Guangzhou 510640, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
机构:
Univ Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Mayoufi, Abir
Malti, Rachid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, FranceUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Malti, Rachid
Chetoui, Manel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Chetoui, Manel
Aoun, Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Yu, Feng
Mao, Zhizhong
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Mao, Zhizhong
Yuan, Ping
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
Yuan, Ping
He, Dakuo
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
He, Dakuo
Jia, Mingxing
论文数: 0引用数: 0
h-index: 0
机构:
Northeastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R ChinaNortheastern Univ, Dept Control Theory & Control Engn, 11,Lane 3,WenHua Rd, Shenyang, Liaoning, Peoples R China
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Kang, Tong
Yao, Jiangang
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yao, Jiangang
Jin, Min
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Coll Comp Sci & Elect Engn, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Jin, Min
Yang, Shengjie
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ Commerce, Coll Comp & Informat Engn, Changsha 410205, Hunan, Peoples R ChinaHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
Yang, Shengjie
Duong, ThanhLong
论文数: 0引用数: 0
h-index: 0
机构:
Ind Univ Ho Chi Minh City, Dept Elect Engn, Ho Chi Minh City 700000, VietnamHunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
机构:
Guangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
Xihua Univ, Key Lab Fluid & Power Machinery, Minist Educ, Chengdu 610039, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Wang, Long
Wang, Zhongju
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Wang, Zhongju
Liang, Huazhao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
Liang, Huazhao
Huang, Chao
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R ChinaGuangdong Prov Key Lab New & Renewable Energy Res, Guangzhou 510640, Peoples R China
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Wang, Jingbo
Yang, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Yang, Bo
Li, Danyang
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Li, Danyang
Zeng, Chunyuan
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Zeng, Chunyuan
Chen, Yijun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Chen, Yijun
Guo, Zhengxun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Guo, Zhengxun
Zhang, Xiaoshun
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Coll Engn, Shantou 515063, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Zhang, Xiaoshun
Tan, Tian
论文数: 0引用数: 0
h-index: 0
机构:
Shantou Univ, Coll Engn, Shantou 515063, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Tan, Tian
Shu, Hongchun
论文数: 0引用数: 0
h-index: 0
机构:
Kunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
Shu, Hongchun
Yu, Tao
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Coll Elect Power, Guangzhou 510640, Peoples R ChinaKunming Univ Sci & Technol, Fac Elect Power Engn, Kunming 650500, Yunnan, Peoples R China
机构:
Univ Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Mayoufi, Abir
Malti, Rachid
论文数: 0引用数: 0
h-index: 0
机构:
Univ Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, FranceUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Malti, Rachid
Chetoui, Manel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France
Chetoui, Manel
Aoun, Mohamed
论文数: 0引用数: 0
h-index: 0
机构:
Univ Gabes, ENIG, MACS LR16ES22, Ave Omar Ibn El Khattab, Zrig 6029, Gabes, TunisiaUniv Bordeaux, CNRS, IMS UMR 5218, 351 Cours Liberat, F-33405 Talence, France