Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law

Wind turbine convert kinetic energy from the wind to rotational energy and then to electrical energy.In a wind energy conversion system (WECS),its electrical power control (EPC) side demanded a maximum mechanical power from the mechanical power control (MPC) side despite any intermittent wind and se...

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Main Author:	Mohamad Murad, Nor Syaza Farhana
Format:	Thesis
Language:	English English
Published:	2018
Subjects:	T Technology (General) TJ Mechanical engineering and machinery
Online Access:	http://eprints.utem.edu.my/id/eprint/23309/1/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf http://eprints.utem.edu.my/id/eprint/23309/2/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf
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spelling	my-utem-ep.233092022-03-30T11:04:44Z Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law 2018 Mohamad Murad, Nor Syaza Farhana T Technology (General) TJ Mechanical engineering and machinery Wind turbine convert kinetic energy from the wind to rotational energy and then to electrical energy.In a wind energy conversion system (WECS),its electrical power control (EPC) side demanded a maximum mechanical power from the mechanical power control (MPC) side despite any intermittent wind and seasonal interference.Therefore,it is necessary to develop a variable speed algorithm for a modern WECS.For a two-mass horizontal axis wind turbine, the rotor and generator stiffness is commonly being neglected in the system dynamic.The inclusion of stiffness in system dynamic introduces integral term in the system expression and hence,incur mathematical complexity in the controller design phase.Contrary,this study consider stiffness as unknown parameter in the wind turbine dynamic.In order to obtain the maximum output power,the design of an algorithm with adaptation law for the speed control of a two-mass wind turbine system with an unknown stiffness is proposed in this research.The algorithm is formulated using a full-state feedback.In pursuance of solving the tracking control as a regulation case,the speed of the turbine is bijective mapped into the error dynamic.The stability of the proposed algorithm is guaranteed by Lyapunov.The adaptation law used in the variable speed algorithm is to successfully acquire the adaptability of the algorithm towards an unknown stiffness.Therein,the estimated stiffness is augmented in the Lyapunov function.The Lie derivative of the function is made into a negative semi-definite via the non-negative control parameters.In order to control the rotor speed to sustain the optimum tip-speed ratio (TSR),as well as obtaining the maximum power output from the turbine,the proposed algorithm is constructed.A MATLAB with Simulink® toolbox is used to validate the effectiveness of the proposed control speed.The simulation result showed that the rotor speed achieved an asymptotic tracking towards the demanded rotor speed irrespective of the stiffness value.The error is proved to be minimized as the integral of absolute error (IAE) obtained for wind turbine with stiffness ranging from 134550 Nmrad-1,269100 Nmrad-1,and 403650 Nmrad-1 are recorded as 0.003088,0.003063 and 0.003088 respectively. These IAE are slightly higher as compared to the IAE for the wind turbine without stiffness which has been recorded as 0.001552. According to the findings of the adaptation law,the algorithm can be adapted to various stiffness value in consequence of the estimated stiffness value.In conclusion,the optimum TSR and output power are acquired through the proposed controlled rotor speed. 2018 Thesis http://eprints.utem.edu.my/id/eprint/23309/ http://eprints.utem.edu.my/id/eprint/23309/1/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf text en public http://eprints.utem.edu.my/id/eprint/23309/2/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf text en validuser http://plh.utem.edu.my/cgi-bin/koha/opac-detail.pl?biblionumber=112694&query_desc=kw%2Cwrdl%3A%20Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law mphil masters UTeM Faculty Of Electrical Engineering
institution	Universiti Teknikal Malaysia Melaka
collection	UTeM Repository
language	English English
topic	T Technology (General) TJ Mechanical engineering and machinery
spellingShingle	T Technology (General) TJ Mechanical engineering and machinery Mohamad Murad, Nor Syaza Farhana Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
description	Wind turbine convert kinetic energy from the wind to rotational energy and then to electrical energy.In a wind energy conversion system (WECS),its electrical power control (EPC) side demanded a maximum mechanical power from the mechanical power control (MPC) side despite any intermittent wind and seasonal interference.Therefore,it is necessary to develop a variable speed algorithm for a modern WECS.For a two-mass horizontal axis wind turbine, the rotor and generator stiffness is commonly being neglected in the system dynamic.The inclusion of stiffness in system dynamic introduces integral term in the system expression and hence,incur mathematical complexity in the controller design phase.Contrary,this study consider stiffness as unknown parameter in the wind turbine dynamic.In order to obtain the maximum output power,the design of an algorithm with adaptation law for the speed control of a two-mass wind turbine system with an unknown stiffness is proposed in this research.The algorithm is formulated using a full-state feedback.In pursuance of solving the tracking control as a regulation case,the speed of the turbine is bijective mapped into the error dynamic.The stability of the proposed algorithm is guaranteed by Lyapunov.The adaptation law used in the variable speed algorithm is to successfully acquire the adaptability of the algorithm towards an unknown stiffness.Therein,the estimated stiffness is augmented in the Lyapunov function.The Lie derivative of the function is made into a negative semi-definite via the non-negative control parameters.In order to control the rotor speed to sustain the optimum tip-speed ratio (TSR),as well as obtaining the maximum power output from the turbine,the proposed algorithm is constructed.A MATLAB with Simulink® toolbox is used to validate the effectiveness of the proposed control speed.The simulation result showed that the rotor speed achieved an asymptotic tracking towards the demanded rotor speed irrespective of the stiffness value.The error is proved to be minimized as the integral of absolute error (IAE) obtained for wind turbine with stiffness ranging from 134550 Nmrad-1,269100 Nmrad-1,and 403650 Nmrad-1 are recorded as 0.003088,0.003063 and 0.003088 respectively. These IAE are slightly higher as compared to the IAE for the wind turbine without stiffness which has been recorded as 0.001552. According to the findings of the adaptation law,the algorithm can be adapted to various stiffness value in consequence of the estimated stiffness value.In conclusion,the optimum TSR and output power are acquired through the proposed controlled rotor speed.
format	Thesis
qualification_name	Master of Philosophy (M.Phil.)
qualification_level	Master's degree
author	Mohamad Murad, Nor Syaza Farhana
author_facet	Mohamad Murad, Nor Syaza Farhana
author_sort	Mohamad Murad, Nor Syaza Farhana
title	Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
title_short	Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
title_full	Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
title_fullStr	Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
title_full_unstemmed	Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law
title_sort	variable speed control of two-mass wind turbine system via state feedback with adaptation law
granting_institution	UTeM
granting_department	Faculty Of Electrical Engineering
publishDate	2018
url	http://eprints.utem.edu.my/id/eprint/23309/1/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf http://eprints.utem.edu.my/id/eprint/23309/2/Variable%20Speed%20Control%20Of%20Two-Mass%20Wind%20Turbine%20System%20Via%20State%20Feedback%20With%20Adaptation%20Law.pdf
_version_	1747834032568139776

Variable Speed Control Of Two-Mass Wind Turbine System Via State Feedback With Adaptation Law

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