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12   |                                                                                   Matrood & Nassar

          simulation of the two-mass system. It is seen that the control                 K ( θ 1 – θ 2 )
          system has fast speed response and robust stability. Ekhlas
          Hameed Karam [8] (2013) suggested a simple and efficient                       B (   ̇  –    ̇  )
                                                                                          1
                                                                                             2
          hybrid  PID  with  simple  fuzzy  controller  (FC)  in  order  to
          improve  the  performance  of  the  different  PID  controllers.     Motor                     Load
          The suggested method applied on single link flexible joint
          robot. The  new  hybrid  connection  PID-FC  methods  make                θ 1     Shaft    θ 2
          the  output  response  of  the  tested  plant  more  accurate  in      T 1     J 1
          tracking the desired input with zero or very small steady state                                 J 2     T 2
          error.  Shahgholian,  etal.  (2014)  [9]    presented  a  speed   Fig. 2: Free body diagram of torsional system

          control strategy for the torsional vibration systems. The state
          feedback strategy with integral control based on the detailed                J θ= ∑T
                                                                                         ̈
          small-signal  model  was  applied  to  design  the  speed   For motor:                               (1)
          controller  for  the  two-mass  resonant  system.  The  integral
                                                                                            ̇
                                                                               ̈
                                                                                                       ̇
          control exhibited no steady state error in the response to the      J 1 θ1=T 1–K θ1 –B θ 1+ K θ2 +B θ 2      (2)
          step  input.  Korkmaz,  etal.  (2014)  [10]  used  the  modified    For load:
          Proportional-Integrative-Derivative  control  system  to              ̈        ̇         ̇
          enhance the performance of the ship shaft control system and      J 2 θ2=K θ1+B θ 1–K θ2 –B θ 2 –T 2         (3)
          to  adjust  the  torsional  vibration.  The  performance  of  the   Rearranging the above equations yields:
                                                                                ̈
                                                                                                  ̇
                                                                                                      ̇
          traditional  PID  controller  was  improved  by  moving           J 1 θ1=T 1 – K( θ1 – θ2)–B (θ1 – θ2)   (4)
                                                                               ̈
                                                                                               ̇
                                                                                                   ̇
          derivative and proportional blocks on feedback path.   In this      J 2 θ2 = K( θ1 – θ2) +B (θ1 – θ2 ) –T2      (5)
          study,  main  motor,  shaft  and  inertial  load  system  were   Where:
                            '
          modeled  by  Newtons  Second  law,  and  the  model  was   J  1 and J  2   we  polar  mass moment of inertia of motor  and
          simulated  by  using  Matlab-Simulink  software.  Torsional   load  respectively.    K  and  B  are  shaft  stiffness  inherent
          vibration  analysis  was  confirmed  because  of  the  resulting   damping. T 1 and T 2 are motor and load torques respectively.
          risk.                                                   θ1 and  θ2  are the angles of  motor and load respectively.
             The goal of this research is to reduce system oscillations by   θ1 – θ2 is Shaft twist.
          controlling shaft torsional vibration through the application      When torque is applied to a mass it will begin to accelerate,
          of certain dual loop controllers such as PID – D and PD – I.   in rotation. When the system  starts  rotation  the  motor  will
          A  comparison  showed  that  PD  –  I  controller  made  better   generate some torque which transmits through the  shaft to
          stability response than PID – D controller. This research is   the load which in t urn  will  accelerate  the system as a result
          organized as follows:                                   of  continues  rotation  until  approaches  to  the  required
            In section  II,  the torsional   rotating   system  model  is    constant speed.
          derived.  The PID – D and PD – I dual loop controllers are        This torque has noise components which increase as the
          proposed.  In section III. Simulation and control results are   deformation  increases.  When  combining  the  torsional
          deduced in section IV. Finally, conclusions are presented in   rotating system with a feedback system, the frequencies of
          section V.                                              the entire system can be interacted causing high frequency
                                                                  noise which in turn can produce more torsional oscillations
                                                                  through the system [11].
           II. MATHEMATICAL MODELING OF TORSIONAL
                         ROTATING SYSTEM
                                                                        III. DUAL LOOP CONTROLLER (DLC)
               A  two  degree  of  freedom  (2DOF)  torsional  rotating
          system is considered which  consists of electric motor, shaft        The  two  main  controllable  variables  related  to  the
          and  load.  The  analysis  is  based  on  equation  of  motion   torsional vibration in this study are θ1 and θ2 associated with
                           '
          derived from Newtons Second law of motion as "The sum of   the terminal points at J1 and J2 to form a complete mechanical
          applied torques is equal to the inertia forces". The equation   network.  This  controller  uses  two  feedback  sensors.  The
          of motion for 2DOF rotating system is inserted after drawing   advantages of this controller is to reach the control law or the
          Free-body  diagram.  Fig.  1  shows  the  physical  model  of   feedback  signal  to  the  system  as  a  filtered  signal  without
          torsional rotating system. The free body diagram is drawn in   noise and torque components. DLC can be constructed by
          Fig. 2.                                                 using two feedback signal devices forming two loops, one of
                                                                  them is the inner loop while the other represents the outer
                                                                  loop.  The  inner  loop  connected  to  the  output  of  motor
                                 K   ,    B
                                                                  velocity  or  position  with  either  derivative  controller    (D)
                   Motor                         Load
                                                                  with a suitable gain or proportional – derivative controller
                                  Shaft                           (PD) so it acts like a low pass filter while the outer loop is the

                                                                  normal  feedback  controlled  signal  with  conventional
                                                                  (PID)  controller  [8]  or  (I)  controller  [12]  respectively  to
                T 1     J 1                       J 2     T 2
                                                                  accumulate a position error moving away any inaccuracy in
                                                                  the transmission part, thereby assuring system accuracy and
                  Fig. 1: Physical model of torsional system
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