LibraryNumerical Problems on Time Response

Numerical Problems on Time Response

Learn about Numerical Problems on Time Response as part of GATE Electrical Engineering - Power Systems and Machines

Mastering Time Response Numerical Problems for GATE Electrical Engineering

Welcome to this module focused on solving numerical problems related to the time response of control systems, a crucial area for the GATE Electrical Engineering exam, particularly for Power Systems and Machines specialization. Understanding how systems behave over time when subjected to inputs is fundamental to designing and analyzing electrical systems.

Understanding Time Response

The time response of a control system is its output as a function of time, given a specific input. It's typically divided into two parts: the transient response and the steady-state response. The transient response is the part of the response that changes with time and eventually becomes zero. The steady-state response is the part of the response that remains after the transient response has died out.

Key Time Response Specifications

For second-order systems, which are commonly used to approximate higher-order systems, several key specifications define the transient response. These are essential for solving numerical problems.

SpecificationDefinitionSignificance
Delay Time (td)Time taken for the response to reach 50% of its final value for the first time.Indicates how quickly the system starts to respond.
Rise Time (tr)Time taken for the response to rise from 10% to 90% of its final value.Measures how fast the system reaches its steady-state value.
Peak Time (tp)Time taken for the response to reach its first peak or maximum overshoot.Indicates the time to reach the highest point of the transient response.
Maximum Overshoot (Mp)The maximum percentage by which the response exceeds its final steady-state value.Quantifies the extent of oscillation in the transient response.
Settling Time (ts)Time taken for the response to stay within a specified tolerance band (usually 2% or 5%) of its final value.Indicates how long it takes for the system to settle down.

Standard Second-Order System and its Response

The standard form of a second-order system's transfer function is given by: G(s)=ωn2s2+2ζωns+ωn2G(s) = \frac{\omega_n^2}{s^2 + 2\zeta\omega_n s + \omega_n^2} where ωn\omega_n is the undamped natural frequency and ζ\zeta is the damping ratio. The damping ratio (ζ\zeta) is critical in determining the nature of the response.

The damping ratio ($\zeta$) dictates the system's transient behavior.

A damping ratio of ζ<1\zeta < 1 results in an underdamped system, characterized by oscillations. ζ=1\zeta = 1 gives a critically damped system with no overshoot, and ζ>1\zeta > 1 results in an overdamped system with a slow, non-oscillatory response.

The damping ratio (ζ\zeta) is a dimensionless parameter that describes how oscillations in a system decay after a disturbance.

  • Underdamped (ζ<1\zeta < 1): The system oscillates with decreasing amplitude. This is common in many electrical systems where some overshoot is acceptable for faster response.
  • Critically Damped (ζ=1\zeta = 1): The system returns to its steady-state value as quickly as possible without oscillating. This is often the ideal scenario for fast, stable response.
  • Overdamped (ζ>1\zeta > 1): The system returns to its steady-state value slowly and without oscillation. This is useful when overshoot must be strictly avoided, even at the cost of speed.

Formulas for Numerical Problems

To solve numerical problems, you'll need to know the formulas relating the time response specifications to the system parameters (ωn\omega_n and ζ\zeta). These are derived from the system's response to a unit step input.

Here are the key formulas for a second-order system's time response to a unit step input:

Delay Time (tdt_d): td=1+0.7ζωnt_d = \frac{1 + 0.7\zeta}{\omega_n}

Rise Time (trt_r): tr=πcos1(ζ)ωn1ζ2t_r = \frac{\pi - \cos^{-1}(\zeta)}{\omega_n \sqrt{1-\zeta^2}} (for 0ζ<10 \le \zeta < 1)

Peak Time (tpt_p): tp=πωn1ζ2t_p = \frac{\pi}{\omega_n \sqrt{1-\zeta^2}} (for 0ζ<10 \le \zeta < 1)

Maximum Overshoot (MpM_p): Mp=eπζ1ζ2×100%M_p = e^{\frac{-\pi\zeta}{\sqrt{1-\zeta^2}}} \times 100\% (for 0ζ<10 \le \zeta < 1)

Settling Time (tst_s):

  • For 2% tolerance: ts=4ζωnt_s = \frac{4}{\zeta\omega_n}
  • For 5% tolerance: ts=3ζωnt_s = \frac{3}{\zeta\omega_n}

These formulas are essential for calculating unknown specifications given system parameters, or vice-versa.

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Solving Numerical Problems: A Step-by-Step Approach

When faced with a numerical problem, follow these steps:

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  1. Identify System Type: Determine if the system is first-order, second-order, or can be approximated as such. For GATE, second-order systems are most common.
  2. Extract System Parameters: From the given transfer function, identify ωn\omega_n (undamped natural frequency) and ζ\zeta (damping ratio).
  3. Determine Response Specifications: Understand what is being asked – rise time, settling time, overshoot, etc.
  4. Apply Relevant Formulas: Use the formulas provided earlier, ensuring you use the correct ones based on the specification and the system's damping ratio.
  5. Calculate Unknowns: Perform the necessary calculations.
  6. Verify Solution: Check if the calculated values are reasonable given the system parameters.

Example Problem Walkthrough

Consider a system with the transfer function G(s)=16s2+8s+16G(s) = \frac{16}{s^2 + 8s + 16}. Find the time response specifications for a unit step input.

What is the standard form of a second-order system's transfer function?

ωn2s2+2ζωns+ωn2\frac{\omega_n^2}{s^2 + 2\zeta\omega_n s + \omega_n^2}

Comparing G(s)=16s2+8s+16G(s) = \frac{16}{s^2 + 8s + 16} with the standard form, we have ωn2=16\omega_n^2 = 16, so ωn=4\omega_n = 4 rad/s. Also, 2ζωn=82\zeta\omega_n = 8. Substituting ωn=4\omega_n = 4, we get 2ζ(4)=82\zeta(4) = 8, which means 8ζ=88\zeta = 8, so ζ=1\zeta = 1. This is a critically damped system.

For a critically damped system (ζ=1\zeta = 1):

  • Delay Time (tdt_d): The formula td=1+0.7ζωnt_d = \frac{1 + 0.7\zeta}{\omega_n} is an approximation for underdamped systems. For critically damped systems, the response is non-oscillatory and reaches the final value directly. A precise calculation for tdt_d in critically damped systems is more complex, but often approximated or considered differently.
  • Rise Time (trt_r): For ζ=1\zeta = 1, tr=1ωn=14=0.25t_r = \frac{1}{\omega_n} = \frac{1}{4} = 0.25 seconds.
  • Peak Time (tpt_p): For ζ=1\zeta = 1, tpt_p is undefined as there is no overshoot.
  • Maximum Overshoot (MpM_p): For ζ=1\zeta = 1, Mp=0%M_p = 0\%.
  • Settling Time (tst_s): For 2% tolerance, ts=4ζωn=41×4=1t_s = \frac{4}{\zeta\omega_n} = \frac{4}{1 \times 4} = 1 second. For 5% tolerance, ts=3ζωn=31imes4=0.75t_s = \frac{3}{\zeta\omega_n} = \frac{3}{1 imes 4} = 0.75 seconds.

Remember to always check the damping ratio (ζ\zeta) first, as it determines which set of formulas or interpretations to use.

Practice and Key Takeaways

Consistent practice with various numerical problems is key to mastering this topic. Focus on understanding the relationship between the system's characteristic equation, its parameters (ωn\omega_n, ζ\zeta), and the resulting time response specifications. Pay close attention to the units and the specific requirements of each question.

Learning Resources

Control Systems - Time Response Analysis | GATE Electrical Engineering(blog)

This blog post provides a comprehensive overview of time response analysis, including formulas and concepts relevant to GATE Electrical Engineering.

Time Response of Second Order Systems(video)

A video lecture from NPTEL covering the time response of second-order systems, essential for understanding the underlying principles.

GATE Electrical Engineering - Control Systems - Time Response(video)

A YouTube video specifically addressing time response concepts and problems for GATE Electrical Engineering.

Control Systems - Time Response Analysis(blog)

Electrical4U offers a detailed explanation of time response analysis, covering different system types and specifications.

GATE Electrical Engineering - Control Systems - Previous Year Questions(blog)

Access previous year's GATE Electrical Engineering questions on Control Systems to practice time response numerical problems.

Control Systems - Time Response Specifications(documentation)

TutorialsPoint provides a clear breakdown of time response specifications with definitions and formulas.

Introduction to Control Systems(documentation)

MathWorks' documentation offers a foundational understanding of control systems, including time response analysis.

Control Systems Engineering by Norman S. Nise(paper)

A widely recommended textbook for control systems, featuring in-depth coverage of time response analysis and numerical problems.

Time Response Analysis - GATE Electrical Engineering(video)

Another valuable YouTube resource for GATE Electrical Engineering focusing on time response analysis with practical examples.

Control Systems - Second Order System Response(blog)

This article specifically details the response characteristics of second-order systems, crucial for solving GATE problems.