Basic concepts of frequency responseThe frequency of the input signal is varied over a specific range, and the system's output is studied. The change in the system's output response with respect to the varied input is known as the system's frequency response. The frequency response is represented as T(JW), and it comprises of phase function and the magnitude function. They are also known as the system's frequency response, which can be evaluated both for the openloop and closedloop systems. The openloop transfer function is given by: G(s) = G(jw) Where, s = jw G(s) or G(jw)represents the magnitude of the transfer function. ∠G(jw) represents the phase of the transfer function. Here, we will consider the response of the system with the input at different frequencies. The frequency response is a steady state response of the system to a sinusoidal input signal. For example, if a system has sinusoidal input, the output will also be sinusoidal. The changes can occur in the magnitude and the phase shift. Let G(s) = 1/(Ts + 1) It is the transfer function in the timeconstant form. We are assuming all the parameters in the steady state. G(jw) = 1/(Tjw + 1) Let the input be Asin(wt). G(jw) = K/(1 + w^{2}T^{2})^{1/2} It represents the magnitude. The angle G(s) is given by: tan^{1}(Tw) The above analysis tells that the steady state output (Css) when the input was Asinwt is given by: Css(t) = A.K.sin(wt  tan^{1}(Tw))/(1 + w^{2}T^{2})^{1/2} Sinusoidal transfer functionIf the input of the control system is sinusoidal, it is said to be sinusoidal input. Similarly, the system's response when the input is in the form of sinusoidal input is known as a sinusoidal response. The sinusoidal transfer function is defined as the ratio of the response of the system to the sinusoidal input, which is given by: Sinusoidal transfer function = Response/ sinusoidal input It is denoted by T(jw). If the sinusoidal transfer function is represented in the frequency domain, it is known as the frequency domain transfer function. Let's discuss the advantages and disadvantages of the frequency response method. Advantages of frequency responseThe advantages of the frequency response method are as follows:
Disadvantages of frequency responseThe disadvantages of the frequency response method are as follows:
Frequency response plotWe can perform the frequency response analysis in the graphical form or the analytical form. The various graphical techniques available for the frequency response analysis are as follows: Let's discuss a short description about all the above listed plots. Bode plot It is a frequency response plot that contains two graphs, magnitude and phase. The first plot is the magnitude plot of sinusoidal transfer function versus log w. The other graph represents the phase angle, and it is drawn both for the openloop and closedloop system. Polar plot or Nyquist plot It is the plot of the magnitude of the given transfer function to its phase angle on the polar coordinates. The frequency in the polar plot is varied from zero to infinity. The polar plot is drawn on the polar sheet, which is the form of graph. The graph consists of concentric circles and radial lines. The extension of polar plot is known as Nyquist plot. The frequency in the case of Nyquist plot varies from infinity to infinity. M and N circles It is used to obtain the values of the closedloop function but from the Nyquist plot. It is also used in the design of a control system. The Nyquist plot is used to determine the stability of the openloop system. But, it does not provide the exact value of the given transfer function. Hence, for this purpose, M and N circles in control theory were introduced by Albert C. Hall. Over the Nyquist plot, the plot of M and N circles is created. The intersection between these graphics provides the values of the closedloop transfer function. Nichols chart It is generally used to determine the stability and frequency response of the closedloop system. It is the plot of the gain (openloop) versus phase. Various parameters, such as resonant frequency, bandwidth, gain margin, etc., of the closedloop system, can be determined from the openloop plot of the Nichols chart. If the plot of the Nichols chart and the M and N circles is superimposed, the intersection of both the curves of the respective plots determines the phase angle and the magnitude of the closedloop frequency response. Nichols plot The Nichols plot in the control design is used to assess the linear system's stability and strength. E can also say that the control system designed with the help of Nichols chart has a robust nature. In this tutorial, we will discuss the three most important frequency response plots, i.e., bode plot, polar plot, and Nyquist plot.
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