Wind-Turbine-System-Identification
所属分类：matlab编程
开发工具：matlab
文件大小：2085KB
下载次数：101
上传日期：2012-07-01 23:11:41
上 传 者：
mojy92
说明： Currently systems and dynamics research is ongoing in modeling and identification primarily for controller design, state estimation and fault detection/diagnosis. With accurate and precise system model identification, no aspect from controls to fault detection should have to employ unreasonable architectures/strategies to lower production cost and to expand the operational life of the turbine
文件列表:
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\A_hat.mat (182, 2009-04-21)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\B_hat.mat (182, 2009-04-21)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\C_hat.mat (182, 2009-04-21)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\A_hat.mat (182, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\B_hat.mat (182, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\C_hat.mat (182, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\in_out_ind.mat (185, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\min_avg_3109.txt (38383, 2009-04-16)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\Project_Example2_09.asv (1677, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\Project_Example2_09.m (1677, 2009-04-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated\Project_Example_09.m (4979, 2009-04-29)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\ERA_Generated (0, 2009-08-30)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\in_out_ind.mat (185, 2009-04-21)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\LKF_Wind_RPM_1SS.m (2337, 2009-09-04)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\min_avg_0908.txt (647301, 2009-04-27)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\min_avg_1008.txt (357262, 2009-04-27)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter\min_avg_3109.txt (38383, 2009-04-16)
Wind Turbine System Identification\System Identification\code\1SS_KalmanFilter (0, 2009-08-30)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\A_hat.mat (313, 2009-04-27)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\B_hat.mat (212, 2009-04-27)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\C_hat.mat (213, 2009-04-27)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\in_out_ind.mat (186, 2009-04-27)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\LKF_Windspd_POWERReg_4SS.asv (2554, 2009-05-07)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\LKF_Windspd_POWERReg_4SS.m (2573, 2009-08-30)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter\min_avg_1009.txt (357262, 2009-04-27)
Wind Turbine System Identification\System Identification\code\4SS_KalmanFilter (0, 2009-08-30)
Wind Turbine System Identification\System Identification\code\ARX_model.m (627, 2009-05-07)
Wind Turbine System Identification\System Identification\code\A_hat.mat (182, 2012-06-21)
Wind Turbine System Identification\System Identification\code\B_hat.mat (182, 2012-06-21)
Wind Turbine System Identification\System Identification\code\coherence.m (493, 2009-05-06)
Wind Turbine System Identification\System Identification\code\coherence_data.m (2231, 2009-05-06)
Wind Turbine System Identification\System Identification\code\C_hat.mat (182, 2012-06-21)
Wind Turbine System Identification\System Identification\code\in_out_ind.mat (185, 2012-06-21)
Wind Turbine System Identification\System Identification\code\linear_programming.m (3452, 2009-05-07)
Wind Turbine System Identification\System Identification\code\minute_data.m (1198, 2009-09-04)
Wind Turbine System Identification\System Identification\code\min_avg_0309.txt (1045305, 2009-04-24)
Wind Turbine System Identification\System Identification\code\min_avg_0309_grt10.txt (21964, 2009-04-26)
Wind Turbine System Identification\System Identification\code\min_avg_0309_grt5less10.txt (277557, 2009-04-26)
Wind Turbine System Identification\System Identification\code\min_avg_0309_less5.txt (414908, 2009-04-26)
Wind Turbine System Identification\System Identification\code\min_avg_0908.txt (647301, 2009-04-27)
... ...
Copy all the m files and data files in same directory
Run
1) "systemID_project_ARMAX.m" to see ARX and ARMAX comparison,
High Low speed data parameter comparison
2) "coherence.m" to see effect of Hamming Window on coherence function
3) "linear_programming.m" for Linear Programming/ And comparison between ARX and Linprog
4) "systemID_project_kalman.m" for ERA and Coherence after running KALMAN Filter
5) "Project_Example_09.m" Hankel Matrix system order Identification, Modal Amplitude coherence
"6) Project_Example2_09.m" Simulation With identified state space matrices
7) "Project_Example3_09.m" Power graph for different range of wind speeds
8) LKF_Wind_RPM_1SS.m Located within Folder 1SS_KalmanFilter,
Kalman Filter for Windspeed -- RPM Relationship Estimation of RPM
9) LKF_Windspd_PowerReg_4SS.m Located within Folder 4SS_KalmanFilter,
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