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Math Review with Matlab: Differential Equations First Order Constant Coefficient Linear Differential Equations S. Awad, Ph.D. M. Corless, M.S.E.E. E.C.E. Department University of Michigan-Dearborn dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department First Order Constant Coefficient Linear Differential Equations First Order Differential Equations General Solution of a First Order Constant Coefficient Differential Equation Electrical Applications RC Application Example 2 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department First Order D.E. A General First Order Linear Constant Coefficient Differential Equation of x(t) has the form: dx(t ) x(t ) f (t ) dt Where is a constant and the function f(t) is given 3 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Properties A General First Order Linear Constant Coefficient DE of x(t) has the properties: dx(t ) x(t ) f (t ) dt The DE is a linear combination of x(t) and its derivative x(t) and its derivative are multiplied by constants dx(t ) dt 2 There are no cross products In general the coefficient of dx/dt is normalized to 1 4 Differential Equations: First Order Systems dx (t ) dt Math Review with Matlab U of M-Dearborn ECE Department Fundamental Theorem A fundamental theorem of differential equations states that given a differential equation of the form below where x(t)=xp(t) is any solution to: dx(t ) x(t ) f (t ) SOLUTION dt and x(t)=xc(t) is any solution to the homogenous equation dx(t ) x(t ) 0 dt x(t ) x p (t ) SOLUTION x(t ) xc (t ) Then x(t) = xp(t)+xc(t) is also a solution to the original DE dx(t ) x(t ) f (t ) SOLUTION dt x(t ) x p (t ) xc (t ) 5 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department f(t) = Constant Solution If f(t) = b (some constant) the general solution to the differential equation consists of two parts that are obtained by solving the two equations: dx p (t ) dt x p (t ) b dxc (t ) xc (t ) 0 dt xp(t) = Particular Integral Solution xc(t) = Complementary Solution 6 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Particular Integral Solution dx p (t ) dt x p (t ) b Since the right-hand side is a constant, it is reasonable to assume that xp(t) must also be a constant x p (t ) K1 Substituting yields: b K1 7 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Complementary Solution To solve for xc(t) rearrange terms dt c (t ) 0 x dxc (t ) Which is equivalent to: dt ln xc (t ) d Taking the exponential of both sides: xc (t ) e t c e t e c xc (t ) dt c 1 dx (t ) Integrating both sides: ln xc (t ) t c Resulting in: xc (t ) K 2e t 8 Differential Equations: First Order Systems dx (t ) dt Math Review with Matlab U of M-Dearborn ECE Department First Order Solution Summary A General First-Order Constant Coefficient Differential Equation of the form: dx(t ) x(t ) b dt and b are constants Has a General Solution of the form x(t ) K1 K 2e t K1 and K2 are constants 9 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Particular and Complementary Solutions x(t ) K1 K 2e t x(t ) x p (t ) xc (t ) x p (t ) K1 xc (t ) K 2e Particular Integral Solution Complementary Solution t 10 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Determining K1 and K2 In certain applications it may be possible to directly determine the constants K1 and K2 x(t ) K1 K 2e The first relationship can be seen by evaluating for t=0 x(0) K1 K 2e t 0 K1 K 2 The second by taking the limit as t approaches infinity x() Lim x(t ) K1 K 2e t K1 K 2 0 K1 11 Differential Equations: First Order Systems dx (t ) dt Math Review with Matlab U of M-Dearborn ECE Department Solution Summary By rearranging terms, we see that given particular conditions, the solution to: dx(t ) x(t ) b dt and b are constants Takes the form: x(t ) K1 K 2e t K1 x() K 2 x(0) x() 12 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Electrical Applications Basic electrical elements such as resistors (R), capacitors (C), and inductors (L) are defined by their voltage and current relationships A Resistor has a linear relationship between voltage and current governed by Ohm’s Law vR (t ) iR (t ) R vR (t ) iR (t ) R 13 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Capacitors and Inductors A first-order differential equation is used to describe electrical circuits containing a single memory storage elements like a capacitors or inductor The current and voltage relationship for a capacitor C is given by: The current and voltage relationship for an inductor L is given by: d vc (t ) ic (t ) C dt d iL (t ) vL (t ) L dt iC (t ) C vC (t ) iL (t ) L vL (t ) 14 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department RC Application Example Example: For the circuit below, determine an equation for the voltage across the capacitor for t>0. Assume that the capacitor is initially discharged and the switch closes at time t=0 VDC t 0 vR R iC C vC 15 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Plan of Attack Write a first-order differential equation for the circuit for time t>0 The solution will be of the form K1+K2e-t These constants can be found by: Determining vc(0) Determining vc() Determining Finally graph the resulting vc(t) 16 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Equation for t > 0 Kirchhoff’s Voltage Law (KVL) states that the sum of the voltages around a closed loop must equal zero Ohm’s Law states that the voltage across a resistor is directly proportional to the current through it, V=IR Use KVL and Ohm’s Law to write an equation describing the circuit after the switch closes vR (t ) vC (t ) (VDC ) 0 RiC (t ) vC (t ) VDC 0 RiC (t ) vC (t ) VDC vR R iC VDC C vC t 0 17 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Differential Equation Since we want to solve for vc(t), write the differential equation for the circuit in terms of vc(t) Replace i = Cdv/dt for capacitor current voltage relationship Rearrange terms to put DE in Standard Form RiC (t ) vC (t ) VDC dvc (t ) R C vC (t ) VDC dt dvc (t ) vC (t ) VDC dt RC RC 18 Differential Equations: First Order Systems dx (t ) dt Math Review with Matlab U of M-Dearborn ECE Department General Solution dvc (t ) vC (t ) VDC dt RC RC The solution will now take the standard form: dx(t ) x(t ) b dt x(t ) K1 K 2e can be directly determined K1 and K2 depend on vc(0) and vc() t 1 RC 19 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Initial Condition A physical property of a capacitor is that voltage cannot change instantaneously across it Therefore voltage is a continuous function of time and the limit as t approaches 0 from the right vc(0-) is the same as t approaching from the left vc(0+) Before the switch closes, the capacitor was initially discharged, therefore: Substituting gives: vc (0 ) vc (0 ) vc (0 ) 0V vc (0 ) 0V 20 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Steady State Condition As t approaches infinity, the capacitor will fully charge to the source VDC voltage vR vc () VDC iC () 0 R VDC C vC () VDC t No current will flow in the circuit because there will be no potential difference across the resistor, vR() = 0 V 21 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Solve Differential Equation 1 RC vc (0 ) 0V vc () VDC Now solve for K1 and K2 K1 vc () K1 VDC K 2 vc (0) vc () K 2 VDC Replace to solve differential equation for vc(t) vc (t ) K1 K 2 e t vc (t ) VDC VDC e t RC 22 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Time Constant When analyzing electrical circuits the constant 1/ is called the Time Constant t vc (t ) K1 K 2e t t K1 = Steady State Solution t 1 t = Time Constant The time constant determines the rate at which the decaying exponential goes to zero Hence the time constant determines how long it takes to reach the steady state constant value of K1 23 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Plot Capacitor Voltage For First-order RC circuits the Time Constant t = 1/RC vc (t ) VDC VDC e t RC 24 dx (t ) dt Differential Equations: First Order Systems Math Review with Matlab U of M-Dearborn ECE Department Summary Discussed general form of a first order constant coefficient differential equation Proved general solution to a first order constant coefficient differential equation Applied general solution to analyze a resistor and capacitor electrical circuit 25