Some applications of fractional calculus on control problems in robotics and system stability
Апстракт
In recent years, there have been extensive research activities related to applications of fractional
calculus (FC), [5] in nonlinear dynamics, mechatronics as well as control theory. In this paper,
they are presented recently obtained results which are related to applications of fractional calculus
in mechanics - specially stability and control issues. Some of these results [1-4] are presented at
the Fifth symposium of fractional differentiation and its applications FDA2012, was held at the
Hohai University, Nanjing, China in the period of May 14-May 17, 2012. Also, fractional order
dynamic systems and controllers have been increasing in interest in many areas of science and
engineering in the last few years.In that way, our objective of using fractional calculus is to apply
the fractional order controller to enhance the system control performance as well as it has better
disturbance rejection ratios and less sensitivity to plant parameter variations.
First, they are introduc...ed and obtained the new algorithms of fractional order PID control
based on genetic algorithms in the position control of a 3 DOF’s robotic system driven by DC
motors. Then, the main task is to find out the optimal settings for a fractional PI D controller
in order to fulfill the proposed design specifications for the closed-loop system. In addition, this
method allows the optimal design of all major parameters of a fractional PID controller and
then enhances the flexibility and capability of the PID controller. Last,in simulations, they are
compared step responses of these two optimal controllers where it will be shown that fractional
order PID controller improves transient response as well as provides more robustness in than
conventional PID. Second, we propose sufficient conditions for finite time stability for the (non)homogeneous fractional order systems with time delay. Specially, the problem of finite time stability with respect
to some of the variables (partial stability) is considered. Namely, along with the formulation of
the problem of stability to all variables, Lyapunov also formulated a more general problem on the
stability to a given part of variables (but not all variables) determining the state of a system,[6].The
problem of the stability of motion with respect to some of the variables also known as partial
stability arises naturally in applications. So, in this presentation, it will be proposed finite time
partial stability test procedure of perturbed (non) linear (non)autonomous time varying delay
fractional order systems. Time-delay is assumed to be varying with time but its upper bound is
assumed to be known over given time interval. New stability criteria for this class of fractional
order systems will be derived using “classical” Bellman-Gronwall inequality,as well as another
another suitable inequality, [7]. Last,a numerical example is provided to illustrate the application
of the proposed stability procedure.
Third, some attention is devoted to the problem of stability of linear discrete-time fractional
order systems is addressed, [8]. It was shown that some stability criteria for discrete time-delay
systems could be applied with small changes to discrete fractional order state-space systems.
Accordingly, simple conditions for the stability and robust stability of a particular class of linear
discrete time-delay systems are derived. These results are modified and used for checking the
stability of discrete-time fractional order systems. The systems under consideration involve time
delays in the state and parameter uncertainties. The parameter uncertainties are assumed to be
time-varying and norm bounded.
Кључне речи:
fractional calculus / control / robotics / stabilityИзвор:
Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012, 2012, 49-50Издавач:
- Novi Sad: Department of Mechanics, University of Novi Sad
Финансирање / пројекти:
- Одрживост и унапређење машинских система у енергетици и транспорту применом форензичког инжењерства, еко и робуст дизајна (RS-MESTD-Technological Development (TD or TR)-35006)
- Развој нових метода и техника за рану дијагностику канцера грлића материце, дебелог црева, усне дупље и меланома на бази дигиталне слике и ексцитационо-емисионих спектара у видљивом и инфрацрвеном домену (RS-MESTD-Integrated and Interdisciplinary Research (IIR or III)-41006)
Колекције
Институција/група
Mašinski fakultetTY - CONF AU - Lazarević, Mihailo PY - 2012 UR - https://machinery.mas.bg.ac.rs/handle/123456789/4715 AB - In recent years, there have been extensive research activities related to applications of fractional calculus (FC), [5] in nonlinear dynamics, mechatronics as well as control theory. In this paper, they are presented recently obtained results which are related to applications of fractional calculus in mechanics - specially stability and control issues. Some of these results [1-4] are presented at the Fifth symposium of fractional differentiation and its applications FDA2012, was held at the Hohai University, Nanjing, China in the period of May 14-May 17, 2012. Also, fractional order dynamic systems and controllers have been increasing in interest in many areas of science and engineering in the last few years.In that way, our objective of using fractional calculus is to apply the fractional order controller to enhance the system control performance as well as it has better disturbance rejection ratios and less sensitivity to plant parameter variations. First, they are introduced and obtained the new algorithms of fractional order PID control based on genetic algorithms in the position control of a 3 DOF’s robotic system driven by DC motors. Then, the main task is to find out the optimal settings for a fractional PI D controller in order to fulfill the proposed design specifications for the closed-loop system. In addition, this method allows the optimal design of all major parameters of a fractional PID controller and then enhances the flexibility and capability of the PID controller. Last,in simulations, they are compared step responses of these two optimal controllers where it will be shown that fractional order PID controller improves transient response as well as provides more robustness in than conventional PID. Second, we propose sufficient conditions for finite time stability for the (non)homogeneous fractional order systems with time delay. Specially, the problem of finite time stability with respect to some of the variables (partial stability) is considered. Namely, along with the formulation of the problem of stability to all variables, Lyapunov also formulated a more general problem on the stability to a given part of variables (but not all variables) determining the state of a system,[6].The problem of the stability of motion with respect to some of the variables also known as partial stability arises naturally in applications. So, in this presentation, it will be proposed finite time partial stability test procedure of perturbed (non) linear (non)autonomous time varying delay fractional order systems. Time-delay is assumed to be varying with time but its upper bound is assumed to be known over given time interval. New stability criteria for this class of fractional order systems will be derived using “classical” Bellman-Gronwall inequality,as well as another another suitable inequality, [7]. Last,a numerical example is provided to illustrate the application of the proposed stability procedure. Third, some attention is devoted to the problem of stability of linear discrete-time fractional order systems is addressed, [8]. It was shown that some stability criteria for discrete time-delay systems could be applied with small changes to discrete fractional order state-space systems. Accordingly, simple conditions for the stability and robust stability of a particular class of linear discrete time-delay systems are derived. These results are modified and used for checking the stability of discrete-time fractional order systems. The systems under consideration involve time delays in the state and parameter uncertainties. The parameter uncertainties are assumed to be time-varying and norm bounded. PB - Novi Sad: Department of Mechanics, University of Novi Sad C3 - Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012 T1 - Some applications of fractional calculus on control problems in robotics and system stability EP - 50 SP - 49 UR - https://hdl.handle.net/21.15107/rcub_machinery_4715 ER -
@conference{ author = "Lazarević, Mihailo", year = "2012", abstract = "In recent years, there have been extensive research activities related to applications of fractional calculus (FC), [5] in nonlinear dynamics, mechatronics as well as control theory. In this paper, they are presented recently obtained results which are related to applications of fractional calculus in mechanics - specially stability and control issues. Some of these results [1-4] are presented at the Fifth symposium of fractional differentiation and its applications FDA2012, was held at the Hohai University, Nanjing, China in the period of May 14-May 17, 2012. Also, fractional order dynamic systems and controllers have been increasing in interest in many areas of science and engineering in the last few years.In that way, our objective of using fractional calculus is to apply the fractional order controller to enhance the system control performance as well as it has better disturbance rejection ratios and less sensitivity to plant parameter variations. First, they are introduced and obtained the new algorithms of fractional order PID control based on genetic algorithms in the position control of a 3 DOF’s robotic system driven by DC motors. Then, the main task is to find out the optimal settings for a fractional PI D controller in order to fulfill the proposed design specifications for the closed-loop system. In addition, this method allows the optimal design of all major parameters of a fractional PID controller and then enhances the flexibility and capability of the PID controller. Last,in simulations, they are compared step responses of these two optimal controllers where it will be shown that fractional order PID controller improves transient response as well as provides more robustness in than conventional PID. Second, we propose sufficient conditions for finite time stability for the (non)homogeneous fractional order systems with time delay. Specially, the problem of finite time stability with respect to some of the variables (partial stability) is considered. Namely, along with the formulation of the problem of stability to all variables, Lyapunov also formulated a more general problem on the stability to a given part of variables (but not all variables) determining the state of a system,[6].The problem of the stability of motion with respect to some of the variables also known as partial stability arises naturally in applications. So, in this presentation, it will be proposed finite time partial stability test procedure of perturbed (non) linear (non)autonomous time varying delay fractional order systems. Time-delay is assumed to be varying with time but its upper bound is assumed to be known over given time interval. New stability criteria for this class of fractional order systems will be derived using “classical” Bellman-Gronwall inequality,as well as another another suitable inequality, [7]. Last,a numerical example is provided to illustrate the application of the proposed stability procedure. Third, some attention is devoted to the problem of stability of linear discrete-time fractional order systems is addressed, [8]. It was shown that some stability criteria for discrete time-delay systems could be applied with small changes to discrete fractional order state-space systems. Accordingly, simple conditions for the stability and robust stability of a particular class of linear discrete time-delay systems are derived. These results are modified and used for checking the stability of discrete-time fractional order systems. The systems under consideration involve time delays in the state and parameter uncertainties. The parameter uncertainties are assumed to be time-varying and norm bounded.", publisher = "Novi Sad: Department of Mechanics, University of Novi Sad", journal = "Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012", title = "Some applications of fractional calculus on control problems in robotics and system stability", pages = "50-49", url = "https://hdl.handle.net/21.15107/rcub_machinery_4715" }
Lazarević, M.. (2012). Some applications of fractional calculus on control problems in robotics and system stability. in Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012 Novi Sad: Department of Mechanics, University of Novi Sad., 49-50. https://hdl.handle.net/21.15107/rcub_machinery_4715
Lazarević M. Some applications of fractional calculus on control problems in robotics and system stability. in Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012. 2012;:49-50. https://hdl.handle.net/21.15107/rcub_machinery_4715 .
Lazarević, Mihailo, "Some applications of fractional calculus on control problems in robotics and system stability" in Book of abstracts: MECHAM2012-International Conference Contemporary problems of Mechanics and Applied mathematics, 50 Years of Seminar for Analysis and Foundation of mathematics led by Acad. Bogoljub Stankovic, Novi Sad, Dept. of Mechanics, Univerisity of Novi Sad, Sept. 3-6, 2012 (2012):49-50, https://hdl.handle.net/21.15107/rcub_machinery_4715 .