Mada za sehemu hiiDifferential EquationsMada 6
Applications of differential equations are categorized by their order. First-order applications include exponential decay/growth, cooling/warming, and falling body problems. Second-order applications include vibrating springs, electric circuits, and fluid-induced vibrations.
Radioactive decay is modeled by the differential equation:
dtdN=−kN(7.18)
Where:
- N is the amount of radioactive substance at time t.
- k is the decay constant (constant of proportionality).
- dtdN is the rate of decay.
The negative sign indicates a decrease in the substance.
Example 1
A radioactive substance initially has a mass of 200g. After 8 days, its mass is halved. What will be its mass after 30 days?
Solution:
Starting with dtdN=−kN, we separate variables and integrate:
∫NdN=∫−kdt
ln∣N∣=−kt+C
N=Ae−kt(where A=eC)
At t=0, N=N0=200g, so A=200. Thus:
N(t)=200e−kt
At t=8, N=21N0=100g:
100=200e−8k
21=e−8k
ln(21)=−8k
k=8ln2
Now, find the mass at t=30:
N(30)=200e−(8ln2)30≈14.865g
The mass after 30 days is approximately 14.865g.
Example 2
A radioactive sample loses one-fourth of its original nuclei in 200 years.
(a) What fraction of the original nuclei will remain after 600 years?
(b) In how many years will one-fifth of the original nuclei remain?
Solution:
(a) Using N(t)=N0e−kt, at t=200, N=43N0 (since one-fourth disintegrated, three-fourths remain):
43N0=N0e−200k
43=e−200k
k=−200ln(43)=200ln(34)
At t=600:
N(600)=N0e−600(200ln(4/3))=N0e−3ln(4/3)=N0(43)3=6427N0
So, 6427 of the original nuclei will remain.
(b) When 51N0 remains:
51N0=N0e−kt
51=e−kt
t=−kln(1/5)=200ln(4/3)ln5=200ln(4/3)ln5≈630.13 years
It will take approximately 630.13 years for one-fifth to remain.
Exponential growth describes the increase of a quantity over time, where the rate of change is proportional to the current quantity. This is modeled by the first-order differential equation:
dtdP=kP(7.19)
Where:
- P is the population (or quantity) at time t.
- k is the growth constant (constant of proportionality).
Example 1
A country's population doubles in 50 years. Assuming the growth rate is proportional to the current population, how many years will it take for the population to triple?
Solution:
Starting with dtdP=kP, we separate variables and integrate:
∫PdP=∫kdt
ln∣P∣=kt+C
P=Aekt(where A=eC)
At t=0, P=P0, so A=P0. Thus:
P(t)=P0ekt
When t=50, P=2P0:
2P0=P0e50k
2=e50k
k=50ln2
We want to find t when P=3P0:
3P0=P0e(50ln2)t
3=e(50ln2)t
ln3=50ln2t
t=50ln2ln3≈79.25 years
It will take approximately 79.25 years for the population to triple.
Example 2
In a bacteria culture, the growth rate is proportional to the present number.
(a) If the number increases five times in 8 hours, how many bacteria can be expected after 14 hours?
(b) If there are 20,000 bacteria after 6 hours and 110,000 after 28 hours, how many were there initially?
Solution:
(a) Using P(t)=P0ekt, when t=8, P=5P0:
5P0=P0e8k
k=8ln5
When t=14:
P(14)=P0e14(8ln5)=P0(eln5)14/8=P0(5)1.75≈16.72P0
There will be approximately 16.72 times the initial number of bacteria after 14 hours.
(b) Using P(t)=P0ekt:
At t=6, P=20000: 20000=P0e6k (1)
At t=28, P=110000: 110000=P0e28k (2)
Divide equation (2) by equation (1):
20000110000=P0e6kP0e28k
5.5=e22k
k=22ln5.5
Substitute k back into equation (1):
20000=P0e6(22ln5.5)
P0=e113ln5.520000≈1.59220000≈12562 bacteria
Newton's Law of Cooling states that the rate of cooling of an object is proportional to the difference between its temperature and the surrounding temperature. Mathematically:
dtdT=−k(T−Ts)(7.20)
Where:
- T is the temperature of the object at time t.
- Ts is the surrounding temperature.
- k is the cooling constant (positive).
The negative sign indicates that the temperature is decreasing.
Example 1
Oil is heated to 70°C and cools to 50°C in 6 minutes. The surrounding temperature is 25°C. How long will it take to cool from 50°C to 40°C?
Solution:
Separate variables and integrate:
∫T−TsdT=∫−kdt
ln∣T−Ts∣=−kt+C
T−Ts=Ae−kt(where A=eC)
T(t)=Ts+Ae−kt
Initial condition: at t=0, T=70°C:
70=25+A⇒A=45
T(t)=25+45e−kt
At t=6, T=50°C:
50=25+45e−6k
4525=95=e−6k
k=−61ln(95)=61ln(59)
Now, find t when T=40°C:
40=25+45e−(61ln(9/5))t
4515=31=e−(61ln(9/5))t
ln(31)=−(61ln(59))t
t=ln(9/5)−6ln(1/3)=ln1.86ln3≈5.2 minutes
It will take approximately 5.2 minutes to cool from 50°C to 40°C.
Example 2
A pizza is taken from an oven at 335°F and placed outdoors at 65°F. After 10 minutes, the pizza is 285°F.
(a) What is the temperature after 20 minutes?
(b) When will the temperature be 85°F?
Solution:
Using T(t)=Ts+(T0−Ts)e−kt and Ts=65°F, T0=335°F:
T(t)=65+270e−kt
At t=10, T=285°F:
285=65+270e−10k
220=270e−10k
2722=e−10k
k=−101ln(2722)=101ln(2227)
(a) At t=20:
T(20)=65+270e−20(101ln(27/22))=65+270(2722)2≈244.3°F
(b) When T=85°F:
85=65+270e−kt
20=270e−kt
272=e−kt
t=−k1ln(272)=101ln(27/22)ln(27/2)=10ln(27/22)ln13.5≈127 minutes
Differential equations model mixing or dilution problems. If Q is the amount of a substance in a liquid at time t, its rate of change is:
dtdQ=Flow in−Flow out(7.21)
Where:
- Flow = Concentration × Velocity
- Concentration = Amount of substance / Volume
Example 1
A tank contains 1000 liters of brine with 15 kg of salt. Pure water enters at 10 liters/minute, and the solution is thoroughly mixed and drained at the same rate. How much salt is in the tank after:
(a) t minutes?
(b) 20 minutes?
Solution:
(a) Let Q(t) be the amount of salt at time t. Since pure water enters, the flow in is 0. The flow out is:
Flow out=1000Q(t)Lkg×10minL=100Qminkg
So, the differential equation is:
dtdQ=−100Q
Separate variables and integrate:
∫QdQ=∫−1001dt
ln∣Q∣=−100t+C
Q(t)=Ae−100t(where A=eC)
At t=0, Q=15kg, so A=15:
Q(t)=15e−100t
(b) At t=20:
Q(20)=15e−10020=15e−0.2≈12.28kg
Example 2
A tank initially contains 100 liters of water with 0.04 kg of salt. The mixture drains at 2 liters/minute, and pure water is added at 3 liters/minute. The mixture is kept uniform.
(a) Find the mass of salt after 2 minutes.
(b) How much salt is present after a long time?
Solution:
Let x(t) be the amount of salt at time t. The volume of water in the tank at time t will be 100+(3-2)t = 100+t
Flow in is 0 because pure water is entering.
Flow out: The concentration is 100+tx(t) kg/L. The flow rate is 2 L/min. So, the flow out rate is 100+t2x kg/min.
The differential equation is:
dtdx=−100+t2x
Separate variables and integrate:
∫xdx=∫−100+t2dt
ln∣x∣=−2ln∣100+t∣+C
ln∣x∣=ln∣(100+t)−2∣+C
x(t)=A(100+t)−2(where A=eC)
At t=0, x=0.04:
0.04=A(100)−2
A=0.04×10000=400
x(t)=(100+t)2400
(a) At t=2:
x(2)=(102)2400≈0.0384kg
(b) As t→∞, x(t)→0. So, after a long time, there will be essentially no salt left.
Consider a vertically falling body of mass m influenced by gravity (acceleration g) and air resistance proportional to velocity v. Downward is positive.
Newton's second law: F=ma=mdtdv (7.22)
The net force F is the difference between weight (mg) and air resistance (−kv, where k>0):
F=mg−kv(7.23)
Combining (7.22) and (7.23):
mdtdv=mg−kv
mdtdv+kv=mg(7.24)
If air resistance is negligible (k=0):
dtdv=g
If k>0, the terminal velocity vt is:
vt=kmg(7.25)
Example 1
An object weighing 2.45 N falls from rest. Air resistance is 2v. Find:
(a) Velocity and distance fallen at time t.
(b) Distance fallen when t=2.5 seconds.
Solution:
Weight w=mg=2.45N. Using g=9.8m/s2, m=9.82.45=41kg.
From mdtdv=mg−kv:
41dtdv=41(9.8)−2v
dtdv=9.8−8v
(a) Separate variables and integrate:
∫9.8−8vdv=∫dt
−81ln∣9.8−8v∣=t+C
ln∣9.8−8v∣=−8t+C′
9.8−8v=Ae−8t
At t=0, v=0: 9.8=A. So,
9.8−8v=9.8e−8t
v(t)=1.225(1−e−8t) m/s
Distance fallen: v=dtdx:
x(t)=∫1.225(1−e−8t)dt=1.225(t+81e−8t)+C′′
At t=0, x=0: 0=1.225(0+81)+C′′ so C′′=−81.225=−0.153125
x(t)=1.225t+0.153125e−8t−0.153125
(b) At t=2.5:
x(2.5)=1.225(2.5)+0.153125e−8(2.5)−0.153125≈3.0625−0.153125≈2.909375m
Example 2
An object of mass m falls with air resistance equal to 8mkv. The terminal velocity is 40 m/s. Find:
(a) Velocity at t=4 seconds.
(b) Time for velocity to become 16 m/s.
Solution:
From mdtdv=mg−8mkv:
dtdv=g−8kv
Terminal velocity vt=8kg=40, so g=320k.
dtdv=320k−8kv=8k(40−v)
(a) Separate variables and integrate:
∫40−vdv=∫8kdt
−ln∣40−v∣=8kt+C
40−v=Ae−8kt
At t=0, v=0: 40=A.
40−v=40e−8kt
v(t)=40(1−e−8kt)
Since g=320k and we assume g=9.8, then k=9.8/320=0.030625.
v(t)=40(1−e−8(0.030625)t)=40(1−e−0.245t)
At t=4
v(4)=40(1−e−0.245⋅4)≈40(1−0.367)≈25.32 m/s
(b) When v=16:
16=40(1−e−0.245t)
0.4=1−e−0.245t
e−0.245t=0.6
−0.245t=ln(0.6)
t=−0.245ln(0.6)≈2.08 seconds
Second-order differential equations model the position of vibrating springs. Consider a mass m moving along the x-axis. Its position is x(t), velocity is x′(t), and acceleration is x′′(t).
Newton's second law: F=ma=mdt2d2x (7.24)
When a spring is stretched or compressed x units from its natural length, it exerts a restoring force:
F=−kx(7.25)
where k is the spring constant. The negative sign indicates the force opposes the displacement.
Combining (7.24) and (7.25):
mdt2d2x=−kx
mdt2d2x+kx=0(7.26)
This is the equation for simple harmonic motion.
Example 1
A 4 kg mass is attached to a spring with a natural length of 0.3 meters. A 16 N force stretches the spring to 0.8 meters. The spring is then released. Find:
(a) The position of the mass at any time t.
(b) The position using initial conditions x(0)=2 meters and x′(0)=3 m/s.
Solution:
(a) m=4kg. The displacement is x=0.8−0.3=0.5m. Using F=kx, 16=k(0.5), so k=32N/m.
The differential equation is:
4dt2d2x+32x=0
dt2d2x+8x=0
The characteristic equation is λ2+8=0, so λ=±2i2.
The general solution is:
x(t)=Acos(22t)+Bsin(22t)
(b) Applying initial conditions:
x(0)=2: 2=Acos(0)+Bsin(0)⇒A=2
x′(t)=−22Asin(22t)+22Bcos(22t)
x′(0)=3: 3=22B⇒B=223=432
The position is:
x(t)=2cos(22t)+432sin(22t)
Example 2
The displacement s of a particle satisfies dt2d2s−16s=0. Find the position using t=0, s=6m, and dtds=8m/s.
Solution:
The characteristic equation is λ2−16=0, so λ=±4.
The general solution is:
s(t)=c1e4t+c2e−4t
Applying initial conditions:
s(0)=6: 6=c1+c2
s′(t)=4c1e4t−4c2e−4t
s′(0)=8: 8=4c1−4c2⇒2=c1−c2
Solving the system of equations:
c1+c2=6
c1−c2=2
Adding the equations: 2c1=8⇒c1=4
Subtracting the equations: 2c2=4⇒c2=2
The position is:
s(t)=4e4t+2e−4t
A damped vibrating spring adds a damping force to the simple harmonic motion equation. This force is proportional to velocity and opposes motion.
Damping force: Fd=−λdtdx, where λ is the damping constant.
Newton's second law:
Force = Restoring Force + Damping Force
mdt2d2x=−kx−λdtdx
mdt2d2x+λdtdx+kx=0(7.27)
This is the damped harmonic oscillator equation.
Example 1
A heavily damped pendulum satisfies 3dt2d2x+14dtdx+8x=0, where x is displacement in cm and t is time in seconds. The initial displacement is 2 cm, and the initial velocity is 6 cm/s. Verify that the displacement is x(t)=57e−32t+53e−4t.
Solution:
The characteristic equation is 3λ2+14λ+8=0, which factors to (3λ+2)(λ+4)=0. The roots are λ1=−32 and λ2=−4.
The general solution is:
x(t)=c1e−32t+c2e−4t
Applying initial conditions:
x(0)=2: 2=c1+c2
x′(t)=−32c1e−32t−4c2e−4t
x′(0)=6: 6=−32c1−4c2
Solving the system:
Multiply the first equation by 32: 34=32c1+32c2
Add this to the second equation:
322=−310c2 or 22=−10c2
c2=−511
Substituting back into the first equation c1+c2=2:
c1=2−(−511)=2+511=521
The correct solution is:
x(t)=521e−32t−511e−4t
The solution given in the original text is incorrect.
Example 2
The displacement s of a damped system satisfies dt2d2s+6dtds+4.5s=0. The initial displacement is 2.5 cm, and the initial velocity is 5.25 cm/s. Find the displacement.
Solution:
The characteristic equation is λ2+6λ+4.5=0. Using the quadratic formula:
λ=2−6±36−4(4.5)=2−6±18=−3±232
These are two distinct real roots, which indicates overdamping. The general solution is:
s(t)=c1e(−3+232)t+c2e(−3−232)t
Applying the initial conditions:
s(0)=2.5: 2.5=c1+c2
s′(t)=c1(−3+232)e(−3+232)t+c2(−3−232)e(−3−232)t
s′(0)=5.25: 5.25=c1(−3+232)+c2(−3−232)
Solving this system of equations for c1 and c2 will provide the specific solution. This involves some tedious algebra, but it is solvable.
If the equation was dt2d2s+6dtds+9s=0 (as previously suspected):
The general solution would be s(t)=e−3t(At+B)
Applying initial conditions:
s(0)=2.5: 2.5=B
s′(t)=−3e−3t(At+B)+Ae−3t
s′(0)=5.25: 5.25=−3B+A
5.25=−7.5+A
A=12.75
So, s(t)=e−3t(12.75t+2.5). This is the solution under the assumption that the original equation had a typo.
Second-order differential equations model the current I(t) in an RLC circuit (Resistor, Inductor, Capacitor) connected in series.
The charge on the capacitor C at time t is:
Q=It(7.28)
dtdQ=I(7.29)
The voltage equation across the components is:
LdtdI+RI+CQ=E(t)(7.30)
Differentiating (7.30) with respect to t:
Ldt2d2I+RdtdI+C1dtdQ=E′(t)(7.31)
Substituting (7.29) into (7.31):
Ldt2d2I+RdtdI+C1I=E′(t)(7.32)
This is a non-homogeneous second-order differential equation for the current I.
Differentiating (7.29) gives dt2d2Q=dtdI. Substituting this and (7.29) into (7.30) gives:
Ldt2d2Q+RdtdQ+CQ=E(t)
Which is a non-homogeneous second order differential equation for the charge Q
For the homogeneous case (no external voltage, E(t)=0) the equations become
Ldt2d2Q+RdtdQ+C1Q=0
Ldt2d2I+RdtdI+C1I=0
Example 1
Consider the homogeneous current equation Ldt2d2I+RdtdI+C1I=0. If L=0.25 henry, C=29.76×10−6 farads, and R=250 ohms, with initial conditions I(0)=0 and I′(0)=34, determine the current I(t).
Solution:
Substituting the given values:
0.25dt2d2I+250dtdI+29.76×10−61I=0
0.25dt2d2I+250dtdI+33600I=0
Multiplying by 4:
dt2d2I+1000dtdI+134400I=0
The characteristic equation is λ2+1000λ+134400=0.
Using the quadratic formula, λ=2a−b±b2−4ac
λ=2−1000±10002−4(1)(134400)=2−1000±1000000−537600=2−1000±462400=2−1000±680
λ1=−160, λ2=−840
The general solution is:
I(t)=Ae−160t+Be−840t
Applying initial conditions:
I(0)=0: 0=A+B
I′(t)=−160Ae−160t−840Be−840t
I′(0)=34: 34=−160A−840B
From A=−B, substitute into the second equation:
34=160B−840B
34=−680B
B=−201
A=201
Therefore, the current is:
I(t)=201e−160t−201e−840t
When an external voltage E(t) is applied to an RLC circuit, the charge Q on the capacitor satisfies:
Ldt2d2Q+RdtdQ+C1Q=E(t)(7.33)
The current I is then given by I=dtdQ.
Example 1
The charge Q satisfies dt2d2Q+4dtdQ+5Q=0. Verify that Q(t)=e−2t(35sin(t+0.4636)) when t=0, Q=6, and dtdQ=0.
Solution:
The characteristic equation is λ2+4λ+5=0. The roots are λ=2−4±16−20=−2±i.
The general solution is Q(t)=e−2t(Acos(t)+Bsin(t)).
Applying initial conditions:
Q(0)=6: 6=e0(Acos(0)+Bsin(0))⇒A=6
Q′(t)=−2e−2t(Acos(t)+Bsin(t))+e−2t(−Asin(t)+Bcos(t))
Q′(0)=0: 0=−2A+B
0=−12+B
B=12
The charge function is Q(t)=e−2t(6cos(t)+12sin(t)).
To rewrite this in the form Rsin(t+α), we use R=A2+B2=62+122=36+144=180=65.
tan(α)=BA=126=21
α=arctan(0.5)≈0.4636
Thus Q(t)=65e−2tsin(t+0.4636).
There was an error in the original text, it should be 6√5 instead of 3√5.
Example 2
An electric circuit has R=29 ohms, C=0.02 farads, L=2 henry, and E(t)=10sin(4t)+5cos(4t) volts. Find:
(a) The equation for the charge Q(t).
(b) The equation for the current I(t).
Solution:
The differential equation is:
2dt2d2Q+29dtdQ+0.021Q=10sin(4t)+5cos(4t)
2dt2d2Q+29dtdQ+50Q=10sin(4t)+5cos(4t)
(a) The homogeneous equation is 2λ2+29λ+50=0. The roots are λ=4−29±292−4(2)(50)=4−29±841−400=4−29±441=4−29±21
λ1=−2, λ2=−12.5.
The complementary function is Qc(t)=Ae−2t+Be−12.5t.
For the particular integral, assume Qp(t)=Csin(4t)+Dcos(4t).
Qp′(t)=4Ccos(4t)−4Dsin(4t)
Qp′′(t)=−16Csin(4t)−16Dcos(4t)
Substituting into the original equation:
2(−16Csin(4t)−16Dcos(4t))+29(4Ccos(4t)−4Dsin(4t))+50(Csin(4t)+Dcos(4t))=10sin(4t)+5cos(4t)
(−32C−116D+50C)sin(4t)+(−32D+116C+50D)cos(4t)=10sin(4t)+5cos(4t)
(18C−116D)sin(4t)+(116C+18D)cos(4t)=10sin(4t)+5cos(4t)
18C−116D=10
116C+18D=5
Solving this system gives C≈0.046 and D≈−0.078.
The general solution is Q(t)=Ae−2t+Be−12.5t+0.046sin(4t)−0.078cos(4t).
(b) I(t)=Q′(t). Differentiate the above equation to get I(t).
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