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    Abstract--  The paper is mainly concerned on Liquid level
    control systems which are commonly used in many process
    control applications to control, for example, the level of liquid in
    a tank. Liquid enters the tank using a pump, and after some
    processing within the tank the liquid leaves from the bottom of
    the tank. The requirement in this system is to control the rate of
    liquid delivered by the pump so that the level of liquid within
    the tank is at the desired set point. IMC tuned PID algorithm is
    implemented in MICROC programming language and it is
    loaded into the PIC microcontroller. The controller generate the
    output according to the error signal and derives the system
    towered the zero error.  It is also interfaced with PC through
    MAX232 and DB9 connector for system identification and the
    observation of output of the system.  8843
    Index Terms—ADC,DAC, IMC, MICROC, PIC, PID
    I.  INTRODUCTION
    The Internal Model Control (IMC) philosophy relies on the
    Internal Model Principle, which states that control can be
    achieved only if the control system encapsulates, either
    implicitly or explicitly, some representation of the process
    to be controlled. In particular, if the control scheme has
    been developed based on an exact model of the process,
    then perfect control is theoretically possible.  In practice,
    however, process-model mismatch is common; the process
    model may not be invertible and the system is often
    affected by unknown disturbances. Thus the above open
    loop control arrangement will not be able to maintain
    output at setpoint. Nevertheless, it forms the basis for the
    development of a control strategy that has the potential to
    achieve perfect control. This strategy, known as Internal
    Model Control (IMC) has the general structure depicted in
    Fig. 1
     IMC-based PID Controller
    The  internal model control (IMC) algorithm is based on
    the fact that an accurate model of the process can lead to the
    design of a robust controller both in terms of stability and
    performance [1]. The basic IMC structure is shown in Figure
    1 and the controller representation for a step perturbation is
    described by (1). ) (s Gmm
    is the inverse minimum phase part of the process
    model and
    ) (s Gf
     is a nth
     order low pass filter
    n
    s ) 1 ( 1 λ
    . The filter’s
    order is selected so that
    ) (s Gq
     is semi-proper and  λ is a
    tuning parameter that affects the speed of the closed loop
    system and its robustness [2]. However, there is  equivalence between the classical
    feedback and the IMC control structure, allowing the
    transformation of an IMC controller to the form of the well-
    known PID algorithm.  

    The resulted controller is called IMC-based PID controller
    and has the usual PID form (3).  

    IMC-based PID tuning advantage is the estimation of a
    single parameter λ instead of two (concerning the IMC-based
    PI controller) or  three (concerning the IMC-based PID
    controller). The PID parameters are then computed based on
    that parameter [1]. Though for the case of a FOPDT  process
    model, the delay time should be approximated first by a zero-
    order Padé (usually) approximation [3]. However, the  IMC-
    based PID tuning method can be summarized according to
    the following Table 1 [2].  process
    Recent [4-6] simulation studies shows that IMC tuned
    PID parameter provides better performance than S-F
    based or ZN based tuning methods. In this paper we
    design a practical set up for implementation and
    verification of digital IMC tuned PID algorithm on PIC
    microcontroller.  
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