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University of Delaware
Mechanical Engineering
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text/xml; charset="utf-8" ------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0191.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
Optimal Feedback Controls o= f Linear Systems with Time Delay
J. Q. Sun
Department of Mechanical Engineering
Unive= rsity of Delaware
Newar= k, DE 19716, USA
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0065.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Outline
<= span style=3D'font-weight:normal'>Time Delay
<= span style=3D'font-weight:normal'>Semi Discretization
<= span style=3D'font-weight:normal'>Optimal Feedback Design
<= span style=3D'font-weight:normal'>Methodology Improvements
<= span style=3D'font-weight:normal'>Extension to Stochastic Control Systems&#= 13;
<= span style=3D'font-weight:normal'>Concluding Remarks
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University of Delaware
Mechanical Engineering
About Time Delay
Commo= n in Engineering, Economical and Biological Systems
Some Common Sources
èT= ransportation and communication lag
èF= eedback delays and hardware limitations
èP= rocess approximations in digital models
Sourc= e of Instability of the System or Complication of the Analysis
<= /span>Sometimes Used to Improve System Performance
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0209.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
About Semi Discretization
Common Technique in Structural and Fluid Dynamics
Extended by Insperger and Stepan to ODEs with Time Delay
Characteristics
èCertain variables= are discretized
èOthers are kept continuous
èFor delayed ODEs,= a finite dimensional map to approximate an infinite dimensional system
Use Exact Solutions When Possible to Construct Accurate Maps of the System
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0222.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Studies of Time Delayed Systems
Niculescu 1= 998: A survey of stability analysis for delayed linear systems Cai and Huang 2002: Optimal vibration controller with a delayed feedback Pinto and Goncalves 2002: Fully discretized a nonlinear SDOF system to study the optimality with time delay Klein and Ramirez  2001: MDOF delay= ed optimal regulator with a = hybrid discretization where they partitioned the time continuous state equation into discrete and continuous portions
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0223.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Studies of Time Delayed Systems
= •Ali 1998: The Smith predictor: stability and performance of feedback controls with multiple time delays
Yang and Wu 1998: Structural systems with time delay
Nohmi and Matsumoto 2002: Space teleoperation with time delays
Singh 1995: A time-delay filter for designing a fuel/time optimal control
Ha and Hy 1996: A sampled-data control system with computation time delay
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0224.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Studies of Time Delayed Systems
Model predictive control offers a good tool to deal with time de= lay (Dumont 1993, Normey and Rico 1999, Rawlings 2000) = A non-Lyapunov based stability study of <= /span>linear time-varying system by the Gauss-Seidel iteration (Xiao and = Liu 1994)
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0225.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Studies of Time Delayed Systems
Positive uses of time delay
èTallman 1958, Suh= 1979, Suh 1980, Shanmugathasan 198= 8, Kwon 1990
èFujiiEtAl 2000: T= he time-delay feedback control to regulate the librational motion of gravity-gradient satellites in an elliptic orbit =
èAtay 2002: A dela= yed feedback control of oscil= lations to control the amplitude and stability of oscillations in planar systems with general nonlinearities
èOlgac and his associates have published extensively on the use of delayed resonator for vibration suppression (see Filipovic et al 1998 for example)=
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0210.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Linear periodic system with time= delay
Feedback control
or
Linear Periodic Systems with
Feedback Control
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University of Delaware
Mechanical Engineering
Systems Considered
The system with time delay
The state vector has an infinite dimension
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University of Delaware
Mechanical Engineering
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Method of Semi Discretization
Discretize the period T into an integer = k intervals of length Δ= t such that T=3DkΔt=
Assume that the time delay τ=3DnΔt where n is an integer
In each small time interval, the delayed responses= x(t-τ) and the time depen= dent coefficients are assumed to be constant
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University of Delaware
Mechanical Engineering
General solution
Assume Ad=  (t)x(t-τ) is a constant or a linear function of time = over the small interval.  When it is taken to be a constant=
Zeroth order approximation 
Mid point approximation
Choose the zeroth order approxima= tion as an example, a one step mapping is
Construction of Mapping (1)
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University of Delaware
Mechanical Engineering
Construction of Mapping (2)
Define an (n+1)×N dimensional extended state vector
Mapping of the state vector over the interval [= t= i, ti+1]
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University of Delaware
Mechanical Engineering
Construction of Mapping (3)
Mapping of the state vector over one period T=3DkΔt
The stability of the control system is determin= ed by the eigenvalues of Φ
lmax : the largest absolute value of eigenvalues of Φ
<= b>When lmax < 1, the control system is asymptotically stable
Stability criterion
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University of Delaware
Mechanical Engineering
Optimal Design
=
Control performance criterion: <= /span>
<= /span>The decay rate of the mapping Φ over one period
Ω: a finite and compact region<= /div>
K: feedback gain
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University of Delaware
Mechanical Engineering
 i= s  a function of the reference input= r(t)
is due to g(r(t)) over the interval [t= i, t= i+1] in the jth period
Mapping of the state vector over one period T=3DkΔt
Tracking Control
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University of Delaware
Mechanical Engineering
LTI System with PI Control
 - Example 1
The System
Parameters
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University of Delaware
Mechanical Engineering
Performance Contours of the LTI Sys= tem
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University of Delaware
Mechanical Engineering
Response Amplitude of the LTI System=
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University of Delaware
Mechanical Engineering
Root Locus
Provide the exact stability bounds of the control gains for time invariant linear systems Visualize the effect of the optimal feedback gains for time invariant li= near systems with time delay
------=_NextPart_01C60EF7.14366D20 Content-Location: file:///C:/9EC85B93/DelayedLinSys_files/slide0195.htm Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
Root Locus of the LTI System
 - With respect to ki
 whil= e kp is f= ixed at an optimal value
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University of Delaware
Mechanical Engineering
Root Locus of the LTI System
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University of Delaware
Mechanical Engineering
Tracking Performance of the= LTI System
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Content-Transfer-Encoding: quoted-printable Content-Type: text/html; charset="us-ascii" PID Control of Linear Time Delay Systems
University of Delaware
Mechanical Engineering
The System
Parameters
Periodic System with PID Control
- Example 2
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