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Differential Equations Quiz

Differential Equations Quiz: Modeling With Linear Odes

Practice Modeling With Linear Odes in Differential Equations with focused quiz questions that help you check what you know, review explanations, and build confidence with test-style prompts.

Question 1 / 18

0 of 18 answered

An object at 100∘100^{\circ}100∘C is placed in a large room with an ambient temperature of 20∘20^{\circ}20∘C. After 10 minutes, the object's temperature is 60∘60^{\circ}60∘C. The object is then immediately moved to a freezer with an ambient temperature of 0∘0^{\circ}0∘C. Assuming Newton's Law of Cooling, what is the temperature of the object 20 minutes after it was moved to the freezer?

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What this quiz covers

This quiz focuses on Modeling With Linear Odes, giving you a quick way to practice the rules, question types, and explanations that matter most for Differential Equations.

How to use this quiz

Try each quiz question before looking at the correct answer. Use the explanations to review missed ideas, then come back to similar questions until the pattern feels familiar.

All questions

Question 1

An object at 100∘100^{\circ}100∘C is placed in a large room with an ambient temperature of 20∘20^{\circ}20∘C. After 10 minutes, the object's temperature is 60∘60^{\circ}60∘C. The object is then immediately moved to a freezer with an ambient temperature of 0∘0^{\circ}0∘C. Assuming Newton's Law of Cooling, what is the temperature of the object 20 minutes after it was moved to the freezer?

  1. 7.5∘7.5^{\circ}7.5∘C
  2. 15∘15^{\circ}15∘C (correct answer)
  3. 25∘25^{\circ}25∘C
  4. 30∘30^{\circ}30∘C

Explanation: The model is T′=−k(T−Ta)T' = -k(T-T_a)T′=−k(T−Ta​). The solution is T(t)=Ta+(T0−Ta)e−ktT(t) = T_a + (T_0 - T_a)e^{-kt}T(t)=Ta​+(T0​−Ta​)e−kt. Phase 1 (0≤t≤100 \le t \le 100≤t≤10): Ta=20T_a = 20Ta​=20, T0=100T_0 = 100T0​=100. So T(t)=20+(100−20)e−kt=20+80e−ktT(t) = 20 + (100-20)e^{-kt} = 20 + 80e^{-kt}T(t)=20+(100−20)e−kt=20+80e−kt. We are given T(10)=60T(10) = 60T(10)=60. So 60=20+80e−10k  ⟹  40=80e−10k  ⟹  e−10k=1/2  ⟹  −10k=ln⁡(1/2)=−ln⁡(2)  ⟹  k=ln⁡(2)/1060 = 20 + 80e^{-10k} \implies 40 = 80e^{-10k} \implies e^{-10k} = 1/2 \implies -10k = \ln(1/2) = -\ln(2) \implies k = \ln(2)/1060=20+80e−10k⟹40=80e−10k⟹e−10k=1/2⟹−10k=ln(1/2)=−ln(2)⟹k=ln(2)/10. Phase 2 (t>10t > 10t>10): The object is moved to a new environment with Ta=0T_a = 0Ta​=0. The initial time for this phase is t=10t=10t=10, and the initial temperature is T(10)=60T(10)=60T(10)=60. Let s=t−10s = t-10s=t−10 be the time elapsed since the move. The model is T(s)=0+(60−0)e−ks=60e−ksT(s) = 0 + (60 - 0)e^{-ks} = 60e^{-ks}T(s)=0+(60−0)e−ks=60e−ks. We need to find the temperature 20 minutes after the move, which is at s=20s=20s=20. T(20)=60e−k(20)=60e−(ln⁡(2)/10)(20)=60e−2ln⁡(2)=60eln⁡(2−2)=60(1/4)=15∘T(20) = 60e^{-k(20)} = 60e^{-(\ln(2)/10)(20)} = 60e^{-2\ln(2)} = 60e^{\ln(2^{-2})} = 60(1/4) = 15^{\circ}T(20)=60e−k(20)=60e−(ln(2)/10)(20)=60e−2ln(2)=60eln(2−2)=60(1/4)=15∘C.

Question 2

An investment account earns interest at a rate of 4% per year, compounded continuously. Money is withdrawn continuously from the account at a rate of W(t)=5000+100tW(t) = 5000 + 100tW(t)=5000+100t dollars per year, where ttt is the number of years. To ensure the account has a balance of 500,000attheendof10years,whatmusttheinitialinvestment500,000 at the end of 10 years, what must the initial investment 500,000attheendof10years,whatmusttheinitialinvestmentP(0)$ be?

  1. 62,500+412,500e−0.462,500 + 412,500e^{-0.4}62,500+412,500e−0.4
  2. 187,500+287,500e0.4187,500 + 287,500e^{0.4}187,500+287,500e0.4
  3. 187,500+287,500e−0.4187,500 + 287,500e^{-0.4}187,500+287,500e−0.4 (correct answer)
  4. −187,500+712,500e−0.4-187,500 + 712,500e^{-0.4}−187,500+712,500e−0.4

Explanation: The differential equation modeling the principal P(t)P(t)P(t) is dPdt=rP−W(t)\frac{dP}{dt} = rP - W(t)dtdP​=rP−W(t), where r=0.04r=0.04r=0.04. So, dPdt=0.04P−(5000+100t)\frac{dP}{dt} = 0.04P - (5000 + 100t)dtdP​=0.04P−(5000+100t). The standard linear form is dPdt−0.04P=−5000−100t\frac{dP}{dt} - 0.04P = -5000 - 100tdtdP​−0.04P=−5000−100t. The integrating factor is I(t)=e∫−0.04dt=e−0.04tI(t) = e^{\int -0.04 dt} = e^{-0.04t}I(t)=e∫−0.04dt=e−0.04t. Multiplying by I(t)I(t)I(t) gives ddt(Pe−0.04t)=(−5000−100t)e−0.04t\frac{d}{dt}(Pe^{-0.04t}) = (-5000 - 100t)e^{-0.04t}dtd​(Pe−0.04t)=(−5000−100t)e−0.04t. Integrating both sides (using integration by parts for the te−0.04tt e^{-0.04t}te−0.04t term) gives: Pe−0.04t=∫(−5000−100t)e−0.04tdt=125000e−0.04t+2500te−0.04t+62500e−0.04t+CPe^{-0.04t} = \int (-5000 - 100t)e^{-0.04t} dt = 125000e^{-0.04t} + 2500te^{-0.04t} + 62500e^{-0.04t} + CPe−0.04t=∫(−5000−100t)e−0.04tdt=125000e−0.04t+2500te−0.04t+62500e−0.04t+C. Pe−0.04t=(187500+2500t)e−0.04t+CPe^{-0.04t} = (187500 + 2500t)e^{-0.04t} + CPe−0.04t=(187500+2500t)e−0.04t+C. P(t)=187500+2500t+Ce0.04tP(t) = 187500 + 2500t + Ce^{0.04t}P(t)=187500+2500t+Ce0.04t. We are given P(10)=500,000P(10) = 500,000P(10)=500,000. 500,000=187500+2500(10)+Ce0.04(10)=187500+25000+Ce0.4=212,500+Ce0.4500,000 = 187500 + 2500(10) + Ce^{0.04(10)} = 187500 + 25000 + Ce^{0.4} = 212,500 + Ce^{0.4}500,000=187500+2500(10)+Ce0.04(10)=187500+25000+Ce0.4=212,500+Ce0.4. Ce0.4=500,000−212,500=287,500  ⟹  C=287,500e−0.4Ce^{0.4} = 500,000 - 212,500 = 287,500 \implies C = 287,500e^{-0.4}Ce0.4=500,000−212,500=287,500⟹C=287,500e−0.4. The initial investment is P(0)P(0)P(0). P(0)=187500+2500(0)+Ce0=187500+CP(0) = 187500 + 2500(0) + Ce^{0} = 187500 + CP(0)=187500+2500(0)+Ce0=187500+C. Substituting the value of CCC: P(0)=187,500+287,500e−0.4P(0) = 187,500 + 287,500e^{-0.4}P(0)=187,500+287,500e−0.4.

Question 3

A lake initially contains 10710^7107 m3^33 of pure water. Water containing a pollutant at a concentration of 0.010.010.01 kg/m3^33 flows into the lake at a rate of 500500500 m3^33/day. Due to consumption and evaporation, water flows out of the lake at a higher rate of 600600600 m3^33/day. The lake is well-mixed. What is the limiting concentration of the pollutant in the lake as the volume of the lake approaches zero?

  1. 000 kg/m3^33
  2. 0.00830.00830.0083 kg/m3^33
  3. 0.010.010.01 kg/m3^33 (correct answer)
  4. 0.050.050.05 kg/m3^33

Explanation: Let A(t)A(t)A(t) be the amount of pollutant and V(t)V(t)V(t) be the volume of water at time ttt. Let c(t)=A(t)/V(t)c(t) = A(t)/V(t)c(t)=A(t)/V(t) be the concentration. The volume changes according to dVdt=500−600=−100\frac{dV}{dt} = 500 - 600 = -100dtdV​=500−600=−100, so V(t)=107−100tV(t) = 10^7 - 100tV(t)=107−100t. The lake is empty when t=105t = 10^5t=105 days. The amount of pollutant changes according to dAdt=(500)(0.01)−600A(t)V(t)=5−600c(t)\frac{dA}{dt} = (500)(0.01) - 600 \frac{A(t)}{V(t)} = 5 - 600c(t)dtdA​=(500)(0.01)−600V(t)A(t)​=5−600c(t). Since A(t)=c(t)V(t)A(t) = c(t)V(t)A(t)=c(t)V(t), we have dAdt=d(cV)dt=c′V+cV′=c′(107−100t)+c(−100)\frac{dA}{dt} = \frac{d(cV)}{dt} = c'V + cV' = c'(10^7-100t) + c(-100)dtdA​=dtd(cV)​=c′V+cV′=c′(107−100t)+c(−100). Equating the two expressions for dAdt\frac{dA}{dt}dtdA​: c′(107−100t)−100c=5−600cc'(10^7-100t) - 100c = 5 - 600cc′(107−100t)−100c=5−600c. c′(107−100t)+500c=5c'(10^7-100t) + 500c = 5c′(107−100t)+500c=5. This is a linear ODE for c(t)c(t)c(t). In standard form: c′+500107−100tc=5107−100tc' + \frac{500}{10^7-100t} c = \frac{5}{10^7-100t}c′+107−100t500​c=107−100t5​. Let T=105T = 10^5T=105. c′+5T−tc=0.05T−tc' + \frac{5}{T-t} c = \frac{0.05}{T-t}c′+T−t5​c=T−t0.05​. The integrating factor is I(t)=e∫5T−tdt=e−5ln⁡(T−t)=(T−t)−5I(t) = e^{\int \frac{5}{T-t} dt} = e^{-5\ln(T-t)} = (T-t)^{-5}I(t)=e∫T−t5​dt=e−5ln(T−t)=(T−t)−5. ddt(c(T−t)−5)=0.05T−t(T−t)−5=0.05(T−t)−6\frac{d}{dt}(c(T-t)^{-5}) = \frac{0.05}{T-t}(T-t)^{-5} = 0.05(T-t)^{-6}dtd​(c(T−t)−5)=T−t0.05​(T−t)−5=0.05(T−t)−6. Integrating gives c(T−t)−5=0.05(T−t)−5−5(−1)+K=0.01(T−t)−5+Kc(T-t)^{-5} = 0.05 \frac{(T-t)^{-5}}{-5}(-1) + K = 0.01(T-t)^{-5} + Kc(T−t)−5=0.05−5(T−t)−5​(−1)+K=0.01(T−t)−5+K. c(t)=0.01+K(T−t)5c(t) = 0.01 + K(T-t)^5c(t)=0.01+K(T−t)5. Since c(0)=0c(0)=0c(0)=0, 0=0.01+KT50 = 0.01 + KT^50=0.01+KT5, so K=−0.01/T5K = -0.01/T^5K=−0.01/T5. c(t)=0.01−0.01(T−tT)5c(t) = 0.01 - 0.01(\frac{T-t}{T})^5c(t)=0.01−0.01(TT−t​)5. As the volume approaches zero, t→Tt \to Tt→T. The limiting concentration is lim⁡t→Tc(t)=0.01−0=0.01\lim_{t\to T} c(t) = 0.01 - 0 = 0.01limt→T​c(t)=0.01−0=0.01 kg/m3^33.

Question 4

A system is described by the initial value problem dydt=2yt+1−(t+1)3\frac{dy}{dt} = \frac{2y}{t+1} - (t+1)^3dtdy​=t+12y​−(t+1)3 with an initial condition y(0)=y0y(0) = y_0y(0)=y0​, where y0y_0y0​ is a positive constant. What is the long-term behavior of the solution y(t)y(t)y(t) as t→∞t \to \inftyt→∞?

  1. y(t)y(t)y(t) approaches 000
  2. y(t)y(t)y(t) approaches a finite positive constant
  3. y(t)y(t)y(t) approaches +∞+\infty+∞
  4. y(t)y(t)y(t) approaches −∞-\infty−∞ (correct answer)

Explanation: The differential equation is dydt−2t+1y=−(t+1)3\frac{dy}{dt} - \frac{2}{t+1}y = -(t+1)^3dtdy​−t+12​y=−(t+1)3. This is a first-order linear ODE. The integrating factor is I(t)=e∫−2t+1dt=e−2ln⁡(t+1)=(t+1)−2I(t) = e^{\int -\frac{2}{t+1} dt} = e^{-2\ln(t+1)} = (t+1)^{-2}I(t)=e∫−t+12​dt=e−2ln(t+1)=(t+1)−2. Multiplying the equation by I(t)I(t)I(t) gives ddt(y(t+1)−2)=−(t+1)3(t+1)−2=−(t+1)\frac{d}{dt}(y(t+1)^{-2}) = -(t+1)^3(t+1)^{-2} = -(t+1)dtd​(y(t+1)−2)=−(t+1)3(t+1)−2=−(t+1). Integrate both sides with respect to ttt: y(t+1)−2=∫−(t+1)dt=−12(t+1)2+Cy(t+1)^{-2} = \int -(t+1) dt = -\frac{1}{2}(t+1)^2 + Cy(t+1)−2=∫−(t+1)dt=−21​(t+1)2+C. To find CCC, we use the initial condition y(0)=y0y(0)=y_0y(0)=y0​: y0(1)−2=−12(1)2+C  ⟹  y0=−1/2+C  ⟹  C=y0+1/2y_0(1)^{-2} = -\frac{1}{2}(1)^2 + C \implies y_0 = -1/2 + C \implies C = y_0 + 1/2y0​(1)−2=−21​(1)2+C⟹y0​=−1/2+C⟹C=y0​+1/2. The solution is y(t+1)−2=−12(t+1)2+y0+1/2y(t+1)^{-2} = -\frac{1}{2}(t+1)^2 + y_0 + 1/2y(t+1)−2=−21​(t+1)2+y0​+1/2. y(t)=(t+1)2(−12(t+1)2+y0+1/2)y(t) = (t+1)^2 \left( -\frac{1}{2}(t+1)^2 + y_0 + 1/2 \right)y(t)=(t+1)2(−21​(t+1)2+y0​+1/2). To determine the long-term behavior, we examine the limit as t→∞t \to \inftyt→∞. We look at the dominant terms: y(t)≈t2(−12t2)=−12t4y(t) \approx t^2 \left( -\frac{1}{2}t^2 \right) = -\frac{1}{2}t^4y(t)≈t2(−21​t2)=−21​t4. As t→∞t \to \inftyt→∞, the term −12t4-\frac{1}{2}t^4−21​t4 goes to −∞-\infty−∞. Therefore, y(t)y(t)y(t) approaches −∞-\infty−∞.

Question 5

A drug is administered intravenously at a constant rate of RRR mg/hour. The body eliminates the drug at a rate proportional to the amount present, with a proportionality constant k=0.1k=0.1k=0.1 hour−1^{-1}−1. The maximum safe amount of the drug in the body is 20 mg. What is the maximum rate RRR at which the drug can be administered so that the amount of the drug never exceeds this safe limit?

  1. 111 mg/hour
  2. 222 mg/hour (correct answer)
  3. 101010 mg/hour
  4. 202020 mg/hour

Explanation: Let A(t)A(t)A(t) be the amount of the drug in the body at time ttt. The model is given by the differential equation dAdt=(rate in)−(rate out)\frac{dA}{dt} = (\text{rate in}) - (\text{rate out})dtdA​=(rate in)−(rate out). Rate in is the constant administration rate RRR. Rate out is proportional to the amount present, kA(t)kA(t)kA(t). So, dAdt=R−kA(t)\frac{dA}{dt} = R - kA(t)dtdA​=R−kA(t). With k=0.1k=0.1k=0.1, the equation is dAdt=R−0.1A\frac{dA}{dt} = R - 0.1AdtdA​=R−0.1A, or dAdt+0.1A=R\frac{dA}{dt} + 0.1A = RdtdA​+0.1A=R. This is a linear first-order ODE. Assuming A(0)=0A(0)=0A(0)=0, the solution is A(t)=R0.1(1−e−0.1t)=10R(1−e−0.1t)A(t) = \frac{R}{0.1}(1 - e^{-0.1t}) = 10R(1 - e^{-0.1t})A(t)=0.1R​(1−e−0.1t)=10R(1−e−0.1t). The amount of drug in the body will approach a saturation level, or steady-state amount, as t→∞t \to \inftyt→∞. Ass=lim⁡t→∞A(t)=lim⁡t→∞10R(1−e−0.1t)=10R(1−0)=10RA_{ss} = \lim_{t\to\infty} A(t) = \lim_{t\to\infty} 10R(1 - e^{-0.1t}) = 10R(1-0) = 10RAss​=limt→∞​A(t)=limt→∞​10R(1−e−0.1t)=10R(1−0)=10R. Alternatively, the steady-state amount is where dAdt=0\frac{dA}{dt}=0dtdA​=0, so R−0.1Ass=0R - 0.1A_{ss} = 0R−0.1Ass​=0, which gives Ass=R/0.1=10RA_{ss} = R/0.1 = 10RAss​=R/0.1=10R. We require that the amount of the drug never exceeds the safe limit of 20 mg. Since the amount A(t)A(t)A(t) is an increasing function approaching its limit AssA_{ss}Ass​, we must ensure that this limit does not exceed 20 mg. So, Ass≤20  ⟹  10R≤20  ⟹  R≤2A_{ss} \le 20 \implies 10R \le 20 \implies R \le 2Ass​≤20⟹10R≤20⟹R≤2 mg/hour. The maximum rate RRR is therefore 222 mg/hour.

Question 6

An insulated aluminum bar of mass m1m_1m1​ and specific heat c1c_1c1​ is at an initial temperature T1(0)=100T_1(0)=100T1​(0)=100 K. It is brought into thermal contact with a copper block of mass m2m_2m2​ and specific heat c2c_2c2​ at an initial temperature T2(0)=300T_2(0)=300T2​(0)=300 K. The rate of heat transfer from the copper to the aluminum is proportional to the temperature difference, k(T2−T1)k(T_2 - T_1)k(T2​−T1​), where k>0k>0k>0. Let D(t)=T2(t)−T1(t)D(t) = T_2(t) - T_1(t)D(t)=T2​(t)−T1​(t) be the temperature difference. Which differential equation models D(t)D(t)D(t)?

  1. dDdt=−kD\frac{dD}{dt} = -kDdtdD​=−kD
  2. dDdt=−k(1m1c1−1m2c2)D\frac{dD}{dt} = -k \left( \frac{1}{m_1c_1} - \frac{1}{m_2c_2} \right) DdtdD​=−k(m1​c1​1​−m2​c2​1​)D
  3. dDdt=−k(1m1c1+1m2c2)D\frac{dD}{dt} = -k \left( \frac{1}{m_1c_1} + \frac{1}{m_2c_2} \right) DdtdD​=−k(m1​c1​1​+m2​c2​1​)D (correct answer)
  4. dDdt=k(200−D)\frac{dD}{dt} = k(200 - D)dtdD​=k(200−D)

Explanation: The rate of change of heat for an object is dQ/dt=mcdTdtdQ/dt = mc \frac{dT}{dt}dQ/dt=mcdtdT​. For the aluminum bar (object 1), the heat is flowing in: dQ1dt=k(T2−T1)=kD\frac{dQ_1}{dt} = k(T_2 - T_1) = kDdtdQ1​​=k(T2​−T1​)=kD. Thus, m1c1dT1dt=kDm_1c_1 \frac{dT_1}{dt} = kDm1​c1​dtdT1​​=kD, which means dT1dt=km1c1D\frac{dT_1}{dt} = \frac{k}{m_1c_1}DdtdT1​​=m1​c1​k​D. For the copper block (object 2), heat is flowing out: dQ2dt=−k(T2−T1)=−kD\frac{dQ_2}{dt} = -k(T_2 - T_1) = -kDdtdQ2​​=−k(T2​−T1​)=−kD. Thus, m2c2dT2dt=−kDm_2c_2 \frac{dT_2}{dt} = -kDm2​c2​dtdT2​​=−kD, which means dT2dt=−km2c2D\frac{dT_2}{dt} = -\frac{k}{m_2c_2}DdtdT2​​=−m2​c2​k​D. The rate of change of the difference D(t)=T2(t)−T1(t)D(t) = T_2(t) - T_1(t)D(t)=T2​(t)−T1​(t) is dDdt=dT2dt−dT1dt\frac{dD}{dt} = \frac{dT_2}{dt} - \frac{dT_1}{dt}dtdD​=dtdT2​​−dtdT1​​. Substituting the expressions for dT1dt\frac{dT_1}{dt}dtdT1​​ and dT2dt\frac{dT_2}{dt}dtdT2​​: dDdt=(−km2c2D)−(km1c1D)=−k(1m2c2+1m1c1)D\frac{dD}{dt} = \left( -\frac{k}{m_2c_2}D \right) - \left( \frac{k}{m_1c_1}D \right) = -k \left( \frac{1}{m_2c_2} + \frac{1}{m_1c_1} \right)DdtdD​=(−m2​c2​k​D)−(m1​c1​k​D)=−k(m2​c2​1​+m1​c1​1​)D. This is a linear first-order differential equation for the temperature difference D(t)D(t)D(t).

Question 7

The amount A(t)A(t)A(t) of a substance in a chemical reaction follows the model dAdt=−kA+R\frac{dA}{dt} = -kA + RdtdA​=−kA+R, where RRR is a constant production rate and kkk is a positive decay constant. Experimental data shows that A(0)=10A(0)=10A(0)=10 grams, A(1)=8A(1)=8A(1)=8 grams, and A(2)=7A(2)=7A(2)=7 grams. What is the value of the decay constant kkk?

  1. 222
  2. 1/21/21/2
  3. ln⁡(2)\ln(2)ln(2) (correct answer)
  4. ln⁡(3/2)\ln(3/2)ln(3/2)

Explanation: The differential equation dAdt+kA=R\frac{dA}{dt} + kA = RdtdA​+kA=R is a linear first-order ODE. Its general solution is A(t)=Ce−kt+RkA(t) = Ce^{-kt} + \frac{R}{k}A(t)=Ce−kt+kR​. We are given three data points:

  1. A(0)=10  ⟹  10=C+R/kA(0) = 10 \implies 10 = C + R/kA(0)=10⟹10=C+R/k
  2. A(1)=8  ⟹  8=Ce−k+R/kA(1) = 8 \implies 8 = Ce^{-k} + R/kA(1)=8⟹8=Ce−k+R/k
  3. A(2)=7  ⟹  7=Ce−2k+R/kA(2) = 7 \implies 7 = Ce^{-2k} + R/kA(2)=7⟹7=Ce−2k+R/k Let X=R/kX = R/kX=R/k. From (1), C=10−XC = 10 - XC=10−X. Substitute this into (2) and (3): 2') 8=(10−X)e−k+X8 = (10-X)e^{-k} + X8=(10−X)e−k+X 3') 7=(10−X)e−2k+X7 = (10-X)e^{-2k} + X7=(10−X)e−2k+X From (2'): 8−X=(10−X)e−k  ⟹  e−k=8−X10−X8 - X = (10-X)e^{-k} \implies e^{-k} = \frac{8-X}{10-X}8−X=(10−X)e−k⟹e−k=10−X8−X​. From (3'): 7−X=(10−X)e−2k=(10−X)(e−k)27 - X = (10-X)e^{-2k} = (10-X)(e^{-k})^27−X=(10−X)e−2k=(10−X)(e−k)2. Substitute the expression for e−ke^{-k}e−k into this equation: 7−X=(10−X)(8−X10−X)2=(8−X)210−X7 - X = (10-X) \left( \frac{8-X}{10-X} \right)^2 = \frac{(8-X)^2}{10-X}7−X=(10−X)(10−X8−X​)2=10−X(8−X)2​. (7−X)(10−X)=(8−X)2(7-X)(10-X) = (8-X)^2(7−X)(10−X)=(8−X)2 70−17X+X2=64−16X+X270 - 17X + X^2 = 64 - 16X + X^270−17X+X2=64−16X+X2 70−17X=64−16X  ⟹  6=X70 - 17X = 64 - 16X \implies 6 = X70−17X=64−16X⟹6=X. So, R/k=6R/k = 6R/k=6. Now find kkk using e−k=8−X10−X=8−610−6=24=12e^{-k} = \frac{8-X}{10-X} = \frac{8-6}{10-6} = \frac{2}{4} = \frac{1}{2}e−k=10−X8−X​=10−68−6​=42​=21​. e−k=1/2  ⟹  −k=ln⁡(1/2)=−ln⁡(2)  ⟹  k=ln⁡(2)e^{-k} = 1/2 \implies -k = \ln(1/2) = -\ln(2) \implies k = \ln(2)e−k=1/2⟹−k=ln(1/2)=−ln(2)⟹k=ln(2).

Question 8

A 500-liter tank initially contains 20 kg of salt dissolved in water. Brine is pumped into the tank at a rate of 10 L/min, and the concentration of salt in the incoming brine at time ttt is given by c(t)=0.1(1+t)c(t) = 0.1(1+t)c(t)=0.1(1+t) kg/L. The well-mixed solution is pumped out at the same rate. Which of the following expressions represents the amount of salt A(t)A(t)A(t) in the tank at t=50t=50t=50 minutes?

  1. 50+2470e−150 + 2470e^{-1}50+2470e−1 (correct answer)
  2. 2520e−12520e^{-1}2520e−1
  3. 5050−2530e−15050 - 2530e^{-1}5050−2530e−1
  4. 50t−2450+2470e−t/5050t - 2450 + 2470e^{-t/50}50t−2450+2470e−t/50

Explanation: Let A(t)A(t)A(t) be the amount of salt in kg at time ttt. The rate of change of salt is given by the differential equation dAdt=(rate in)−(rate out)\frac{dA}{dt} = (\text{rate in}) - (\text{rate out})dtdA​=(rate in)−(rate out). The rate in is rin×cin(t)=10 L/min×0.1(1+t) kg/L=1+tr_{in} \times c_{in}(t) = 10 \text{ L/min} \times 0.1(1+t) \text{ kg/L} = 1+trin​×cin​(t)=10 L/min×0.1(1+t) kg/L=1+t kg/min. The rate out is rout×cout(t)=10 L/min×A(t)500 kg/L=A50r_{out} \times c_{out}(t) = 10 \text{ L/min} \times \frac{A(t)}{500} \text{ kg/L} = \frac{A}{50}rout​×cout​(t)=10 L/min×500A(t)​ kg/L=50A​ kg/min. The resulting ODE is dAdt=1+t−A50\frac{dA}{dt} = 1+t - \frac{A}{50}dtdA​=1+t−50A​, which can be written in standard linear form as dAdt+150A=1+t\frac{dA}{dt} + \frac{1}{50}A = 1+tdtdA​+501​A=1+t. The initial condition is A(0)=20A(0)=20A(0)=20. The integrating factor is I(t)=e∫(1/50)dt=et/50I(t) = e^{\int (1/50) dt} = e^{t/50}I(t)=e∫(1/50)dt=et/50. Multiplying the ODE by I(t)I(t)I(t) gives ddt(Aet/50)=(1+t)et/50\frac{d}{dt}(A e^{t/50}) = (1+t)e^{t/50}dtd​(Aet/50)=(1+t)et/50. Integrating both sides (using integration by parts for ∫tet/50dt\int te^{t/50} dt∫tet/50dt) yields Aet/50=50et/50+50tet/50−2500et/50+C=50tet/50−2450et/50+CA e^{t/50} = 50e^{t/50} + 50te^{t/50} - 2500e^{t/50} + C = 50te^{t/50} - 2450e^{t/50} + CAet/50=50et/50+50tet/50−2500et/50+C=50tet/50−2450et/50+C. So, A(t)=50t−2450+Ce−t/50A(t) = 50t - 2450 + Ce^{-t/50}A(t)=50t−2450+Ce−t/50. Using A(0)=20A(0)=20A(0)=20, we find 20=−2450+C20 = -2450 + C20=−2450+C, so C=2470C = 2470C=2470. The solution is A(t)=50t−2450+2470e−t/50A(t) = 50t - 2450 + 2470e^{-t/50}A(t)=50t−2450+2470e−t/50. At t=50t=50t=50, A(50)=50(50)−2450+2470e−50/50=2500−2450+2470e−1=50+2470e−1A(50) = 50(50) - 2450 + 2470e^{-50/50} = 2500 - 2450 + 2470e^{-1} = 50 + 2470e^{-1}A(50)=50(50)−2450+2470e−50/50=2500−2450+2470e−1=50+2470e−1.

Question 9

Consider the differential equation dydt+ky=q(t)\frac{dy}{dt} + ky = q(t)dtdy​+ky=q(t) with k>0k>0k>0. Let y1(t)y_1(t)y1​(t) be the solution with initial condition y(0)=Ay(0)=Ay(0)=A and y2(t)y_2(t)y2​(t) be the solution with initial condition y(0)=By(0)=By(0)=B, where A≠BA \ne BA=B. What is the long-term behavior of the absolute difference between these two solutions, lim⁡t→∞∣y1(t)−y2(t)∣\lim_{t\to\infty} |y_1(t) - y_2(t)|limt→∞​∣y1​(t)−y2​(t)∣?

  1. 000 (correct answer)
  2. ∣A−B∣|A-B|∣A−B∣
  3. ∣A−B∣e−kt|A-B|e^{-kt}∣A−B∣e−kt
  4. ∞\infty∞

Explanation: Let y1(t)y_1(t)y1​(t) and y2(t)y_2(t)y2​(t) be two solutions to the linear ODE y′+ky=q(t)y' + ky = q(t)y′+ky=q(t). The general solution is of the form y(t)=yc(t)+yp(t)y(t) = y_c(t) + y_p(t)y(t)=yc​(t)+yp​(t), where yc(t)=Ce−kty_c(t) = Ce^{-kt}yc​(t)=Ce−kt is the solution to the homogeneous equation and yp(t)y_p(t)yp​(t) is a particular solution that does not depend on the initial conditions. For y1(t)y_1(t)y1​(t), the initial condition y1(0)=Ay_1(0) = Ay1​(0)=A determines its constant C1C_1C1​. A=C1e0+yp(0)  ⟹  C1=A−yp(0)A = C_1e^0 + y_p(0) \implies C_1 = A - y_p(0)A=C1​e0+yp​(0)⟹C1​=A−yp​(0). So, y1(t)=(A−yp(0))e−kt+yp(t)y_1(t) = (A-y_p(0))e^{-kt} + y_p(t)y1​(t)=(A−yp​(0))e−kt+yp​(t). For y2(t)y_2(t)y2​(t), the initial condition y2(0)=By_2(0) = By2​(0)=B determines its constant C2C_2C2​. B=C2e0+yp(0)  ⟹  C2=B−yp(0)B = C_2e^0 + y_p(0) \implies C_2 = B - y_p(0)B=C2​e0+yp​(0)⟹C2​=B−yp​(0). So, y2(t)=(B−yp(0))e−kt+yp(t)y_2(t) = (B-y_p(0))e^{-kt} + y_p(t)y2​(t)=(B−yp​(0))e−kt+yp​(t). Now consider the difference y1(t)−y2(t)y_1(t) - y_2(t)y1​(t)−y2​(t): y1(t)−y2(t)=[(A−yp(0))e−kt+yp(t)]−[(B−yp(0))e−kt+yp(t)]y_1(t) - y_2(t) = [(A-y_p(0))e^{-kt} + y_p(t)] - [(B-y_p(0))e^{-kt} + y_p(t)]y1​(t)−y2​(t)=[(A−yp​(0))e−kt+yp​(t)]−[(B−yp​(0))e−kt+yp​(t)] y1(t)−y2(t)=(A−yp(0)−B+yp(0))e−kt=(A−B)e−kty_1(t) - y_2(t) = (A-y_p(0) - B + y_p(0))e^{-kt} = (A-B)e^{-kt}y1​(t)−y2​(t)=(A−yp​(0)−B+yp​(0))e−kt=(A−B)e−kt. We are asked for the limit of the absolute difference as t→∞t \to \inftyt→∞: lim⁡t→∞∣y1(t)−y2(t)∣=lim⁡t→∞∣(A−B)e−kt∣=∣A−B∣lim⁡t→∞e−kt\lim_{t\to\infty} |y_1(t) - y_2(t)| = \lim_{t\to\infty} |(A-B)e^{-kt}| = |A-B| \lim_{t\to\infty} e^{-kt}limt→∞​∣y1​(t)−y2​(t)∣=limt→∞​∣(A−B)e−kt∣=∣A−B∣limt→∞​e−kt. Since we are given that k>0k>0k>0, lim⁡t→∞e−kt=0\lim_{t\to\infty} e^{-kt} = 0limt→∞​e−kt=0. Therefore, lim⁡t→∞∣y1(t)−y2(t)∣=∣A−B∣×0=0\lim_{t\to\infty} |y_1(t) - y_2(t)| = |A-B| \times 0 = 0limt→∞​∣y1​(t)−y2​(t)∣=∣A−B∣×0=0. This indicates that for stable linear systems (where k>0k>0k>0), the effect of the initial conditions vanishes over time, and all solutions converge.

Question 10

An RL circuit has an inductor of 222 H, a resistor of 101010 Ω\OmegaΩ, and is connected to a voltage source V(t)=50cos⁡(5t)V(t) = 50\cos(5t)V(t)=50cos(5t) V. If the initial current is I(0)=0I(0)=0I(0)=0 A, the solution for the current I(t)I(t)I(t) is the sum of a transient current Itr(t)I_{tr}(t)Itr​(t) and a steady-state current Iss(t)I_{ss}(t)Iss​(t). At what time t>0t>0t>0 does the magnitude of the transient current decay to 1%1\%1% of its initial magnitude?

  1. 0.2ln⁡(10)0.2\ln(10)0.2ln(10)
  2. 0.4ln⁡(10)0.4\ln(10)0.4ln(10) (correct answer)
  3. 2ln⁡(10)2\ln(10)2ln(10)
  4. 10ln⁡(10)10\ln(10)10ln(10)

Explanation: The differential equation for an RL circuit is LdIdt+RI=V(t)L\frac{dI}{dt} + RI = V(t)LdtdI​+RI=V(t). Substituting the given values, we get 2dIdt+10I=50cos⁡(5t)2\frac{dI}{dt} + 10I = 50\cos(5t)2dtdI​+10I=50cos(5t), which simplifies to dIdt+5I=25cos⁡(5t)\frac{dI}{dt} + 5I = 25\cos(5t)dtdI​+5I=25cos(5t). The transient current Itr(t)I_{tr}(t)Itr​(t) is the solution to the homogeneous equation dIdt+5I=0\frac{dI}{dt} + 5I = 0dtdI​+5I=0, which is Itr(t)=Ce−5tI_{tr}(t) = Ce^{-5t}Itr​(t)=Ce−5t. To find CCC, we need the full solution. The steady-state solution is of the form Iss(t)=Acos⁡(5t)+Bsin⁡(5t)I_{ss}(t) = A\cos(5t) + B\sin(5t)Iss​(t)=Acos(5t)+Bsin(5t). Substituting this into the ODE gives A=2.5A=2.5A=2.5 and B=2.5B=2.5B=2.5. So, I(t)=Ce−5t+2.5cos⁡(5t)+2.5sin⁡(5t)I(t) = Ce^{-5t} + 2.5\cos(5t) + 2.5\sin(5t)I(t)=Ce−5t+2.5cos(5t)+2.5sin(5t). Using the initial condition I(0)=0I(0)=0I(0)=0: 0=Ce0+2.5cos⁡(0)+2.5sin⁡(0)  ⟹  0=C+2.5  ⟹  C=−2.50 = C e^0 + 2.5\cos(0) + 2.5\sin(0) \implies 0 = C + 2.5 \implies C = -2.50=Ce0+2.5cos(0)+2.5sin(0)⟹0=C+2.5⟹C=−2.5. So the transient current is Itr(t)=−2.5e−5tI_{tr}(t) = -2.5e^{-5t}Itr​(t)=−2.5e−5t. The initial magnitude of the transient current is ∣Itr(0)∣=∣−2.5e0∣=2.5|I_{tr}(0)| = |-2.5e^0| = 2.5∣Itr​(0)∣=∣−2.5e0∣=2.5. We want to find ttt such that ∣Itr(t)∣=0.01×∣Itr(0)∣|I_{tr}(t)| = 0.01 \times |I_{tr}(0)|∣Itr​(t)∣=0.01×∣Itr​(0)∣. ∣−2.5e−5t∣=0.01×2.5  ⟹  2.5e−5t=0.025  ⟹  e−5t=0.01|-2.5e^{-5t}| = 0.01 \times 2.5 \implies 2.5e^{-5t} = 0.025 \implies e^{-5t} = 0.01∣−2.5e−5t∣=0.01×2.5⟹2.5e−5t=0.025⟹e−5t=0.01. Taking the natural logarithm of both sides: −5t=ln⁡(0.01)=ln⁡(10−2)=−2ln⁡(10)-5t = \ln(0.01) = \ln(10^{-2}) = -2\ln(10)−5t=ln(0.01)=ln(10−2)=−2ln(10). Therefore, t=−2ln⁡(10)−5=25ln⁡(10)=0.4ln⁡(10)t = \frac{-2\ln(10)}{-5} = \frac{2}{5}\ln(10) = 0.4\ln(10)t=−5−2ln(10)​=52​ln(10)=0.4ln(10).

Question 11

Two tanks are connected in series. Tank 1 initially holds 100 L of pure water. Brine with a salt concentration of 0.5 kg/L is pumped into Tank 1 at a rate of 5 L/min. The well-mixed solution from Tank 1 is pumped into Tank 2 at 5 L/min. Tank 2 initially holds 200 L of pure water, and its well-mixed solution is pumped out at 5 L/min. Let A2(t)A_2(t)A2​(t) be the amount of salt (in kg) in Tank 2 at time ttt. Which of the following is the correct differential equation for A2(t)A_2(t)A2​(t)?

  1. dA2dt=2.5−A240\frac{dA_2}{dt} = 2.5 - \frac{A_2}{40}dtdA2​​=2.5−40A2​​
  2. dA2dt=2.5(1−e−t/20)−A240\frac{dA_2}{dt} = 2.5(1-e^{-t/20}) - \frac{A_2}{40}dtdA2​​=2.5(1−e−t/20)−40A2​​ (correct answer)
  3. dA2dt=0.25(1−e−t/20)−A240\frac{dA_2}{dt} = 0.25(1-e^{-t/20}) - \frac{A_2}{40}dtdA2​​=0.25(1−e−t/20)−40A2​​
  4. dA2dt=50(1−e−t/20)−A2200\frac{dA_2}{dt} = 50(1-e^{-t/20}) - \frac{A_2}{200}dtdA2​​=50(1−e−t/20)−200A2​​

Explanation: First, we model the amount of salt A1(t)A_1(t)A1​(t) in Tank 1. The volume is constant at 100 L. dA1dt=(rate in)−(rate out)=(5 L/min)(0.5 kg/L)−(5 L/min)A1(t)100 L=2.5−A120\frac{dA_1}{dt} = (\text{rate in}) - (\text{rate out}) = (5 \text{ L/min})(0.5 \text{ kg/L}) - (5 \text{ L/min})\frac{A_1(t)}{100 \text{ L}} = 2.5 - \frac{A_1}{20}dtdA1​​=(rate in)−(rate out)=(5 L/min)(0.5 kg/L)−(5 L/min)100 LA1​(t)​=2.5−20A1​​. This is a linear ODE for A1A_1A1​. With A1(0)=0A_1(0)=0A1​(0)=0, the solution is A1(t)=50(1−e−t/20)A_1(t) = 50(1-e^{-t/20})A1​(t)=50(1−e−t/20). The concentration of salt flowing from Tank 1 into Tank 2 is c1(t)=A1(t)100=50(1−e−t/20)100=0.5(1−e−t/20)c_1(t) = \frac{A_1(t)}{100} = \frac{50(1-e^{-t/20})}{100} = 0.5(1-e^{-t/20})c1​(t)=100A1​(t)​=10050(1−e−t/20)​=0.5(1−e−t/20). Now, we model the amount of salt A2(t)A_2(t)A2​(t) in Tank 2. The volume is constant at 200 L. dA2dt=(rate in)−(rate out)\frac{dA_2}{dt} = (\text{rate in}) - (\text{rate out})dtdA2​​=(rate in)−(rate out). The rate in is the rate of flow from Tank 1 times the concentration from Tank 1: (5 L/min)×c1(t)=5×0.5(1−e−t/20)=2.5(1−e−t/20)(5 \text{ L/min}) \times c_1(t) = 5 \times 0.5(1-e^{-t/20}) = 2.5(1-e^{-t/20})(5 L/min)×c1​(t)=5×0.5(1−e−t/20)=2.5(1−e−t/20). The rate out is (5 L/min)×A2(t)200 L=A240(5 \text{ L/min}) \times \frac{A_2(t)}{200 \text{ L}} = \frac{A_2}{40}(5 L/min)×200 LA2​(t)​=40A2​​. Therefore, the differential equation for A2(t)A_2(t)A2​(t) is dA2dt=2.5(1−e−t/20)−A240\frac{dA_2}{dt} = 2.5(1-e^{-t/20}) - \frac{A_2}{40}dtdA2​​=2.5(1−e−t/20)−40A2​​.

Question 12

A chemical reaction follows first-order kinetics where substance A converts to substance B according to d[A]dt=−k[A]\frac{d[A]}{dt} = -k[A]dtd[A]​=−k[A], and B simultaneously decomposes according to d[B]dt=k[A]−2k[B]\frac{d[B]}{dt} = k[A] - 2k[B]dtd[B]​=k[A]−2k[B]. If initially [A]0=100[A]_0 = 100[A]0​=100 and [B]0=0[B]_0 = 0[B]0​=0, what is the maximum concentration of B that will be achieved?

  1. 1003≈33.3\frac{100}{3} \approx 33.33100​≈33.3
  2. 100k2k−k=100\frac{100k}{2k-k} = 1002k−k100k​=100
  3. 100e≈36.8\frac{100}{e} \approx 36.8e100​≈36.8
  4. 1002=50\frac{100}{2} = 502100​=50 (correct answer)

Explanation: When you encounter a coupled system of differential equations describing chemical kinetics, you need to solve for each concentration as a function of time, then find when the intermediate product reaches its maximum. First, solve the equation for A: d[A]dt=−k[A]\frac{d[A]}{dt} = -k[A]dtd[A]​=−k[A] gives [A](t)=100e−kt[A](t) = 100e^{-kt}[A](t)=100e−kt. Next, substitute this into the equation for B: d[B]dt=k(100e−kt)−2k[B]=100ke−kt−2k[B]\frac{d[B]}{dt} = k(100e^{-kt}) - 2k[B] = 100ke^{-kt} - 2k[B]dtd[B]​=k(100e−kt)−2k[B]=100ke−kt−2k[B]. This is a first-order linear ODE. Using an integrating factor of e2kte^{2kt}e2kt, you can solve to get [B](t)=100(e−kt−e−2kt)[B](t) = 100(e^{-kt} - e^{-2kt})[B](t)=100(e−kt−e−2kt). To find the maximum concentration of B, take the derivative and set it equal to zero: d[B]dt=100(−ke−kt+2ke−2kt)=0\frac{d[B]}{dt} = 100(-ke^{-kt} + 2ke^{-2kt}) = 0dtd[B]​=100(−ke−kt+2ke−2kt)=0. This gives e−kt=12e^{-kt} = \frac{1}{2}e−kt=21​, so t=ln⁡(2)kt = \frac{\ln(2)}{k}t=kln(2)​. Substituting back: [B]max=100(12−14)=100⋅14=50[B]_{max} = 100(\frac{1}{2} - \frac{1}{4}) = 100 \cdot \frac{1}{4} = 50[B]max​=100(21​−41​)=100⋅41​=50. Answer A (1003\frac{100}{3}3100​) incorrectly assumes equal rate constants. Answer B shows dimensional confusion—you can't have kk\frac{k}{k}kk​ terms in a concentration. Answer C (100e\frac{100}{e}e100​) results from incorrectly setting the maximum at t=1kt = \frac{1}{k}t=k1​ instead of properly solving the optimization. Remember: for intermediate species in consecutive reactions, always solve the full system, then optimize. The maximum occurs when the formation rate equals the consumption rate.

Question 13

A savings account earns interest at a rate proportional to the current balance, but has a constant withdrawal rate of 1200 per year. If the balance $$B(t)$$ satisfies $$\frac{dB}{dt} = 0.06B - 1200$$ and the initial balance is 15000, what is the minimum initial balance needed to prevent the account from eventually going to zero?

  1. $18000
  2. $20000 (correct answer)
  3. $24000
  4. $12000

Explanation: The equilibrium occurs when dB/dt = 0, so 0.06B - 1200 = 0, giving B = 20000. If the initial balance equals 20000,theaccountremainsconstant.Ifinitialbalance>20000, the account remains constant. If initial balance > 20000,theaccountremainsconstant.Ifinitialbalance>20000, it grows; if < 20000,itdecreasestowardzero.Therefore,theminimuminitialbalancetopreventgoingtozeroisexactly20000, it decreases toward zero. Therefore, the minimum initial balance to prevent going to zero is exactly 20000,itdecreasestowardzero.Therefore,theminimuminitialbalancetopreventgoingtozeroisexactly20000. Choice A is below the equilibrium and would lead to depletion. Choice C is above the minimum required. Choice D is the break-even withdrawal amount divided by interest rate incorrectly.

Question 14

A resistor-capacitor (RC) circuit with resistance R=2R = 2R=2 ohms and capacitance C=0.5C = 0.5C=0.5 farads is connected to a voltage source V(t)=10sin⁡(t)V(t) = 10\sin(t)V(t)=10sin(t) volts. The charge q(t)q(t)q(t) on the capacitor satisfies Rdqdt+qC=V(t)R\frac{dq}{dt} + \frac{q}{C} = V(t)Rdtdq​+Cq​=V(t). What is the steady-state charge amplitude?

  1. 105\frac{10}{\sqrt{5}}5​10​ coulombs (correct answer)
  2. 55\frac{5}{\sqrt{5}}5​5​ coulombs
  3. 103\frac{10}{3}310​ coulombs
  4. 205\frac{20}{\sqrt{5}}5​20​ coulombs

Explanation: Substituting values: 2(dq/dt) + 2q = 10sin(t). For steady state with input Asin(ωt), the response is of the form q = B sin(t + φ). The amplitude is B = A/√((ω²RC - 1/C)² + (ωR)²). Here A = 10, ω = 1, R = 2, C = 0.5, so B = 10/√((1·2·0.5 - 1/0.5)² + (1·2)²) = 10/√((-1)² + 4) = 10/√5. Choice B omits the factor of 2 in the denominator calculation. Choice C uses only the resistive term. Choice D incorrectly doubles the numerator.

Question 15

A Newton's law of cooling problem states that a hot object cools according to dTdt=−k(T−Ta)\frac{dT}{dt} = -k(T - T_a)dtdT​=−k(T−Ta​), where TaT_aTa​ is the ambient temperature and k>0k > 0k>0. If an object at initial temperature 80°C is placed in a room at 20°C, and after 10 minutes the temperature is 60°C, how long will it take for the object to reach 30°C?

  1. 20 minutes from the start time
  2. 30 minutes from the start time (correct answer)
  3. 25 minutes from the start time
  4. 15 minutes from the start time

Explanation: The solution is T(t) = 20 + 60e^(-kt). Using T(10) = 60: 60 = 20 + 60e^(-10k), so e^(-10k) = 2/3. For T = 30: 30 = 20 + 60e^(-kt), so e^(-kt) = 1/6. Since e^(-10k) = 2/3, we have e^(-20k) = (2/3)² = 4/9 and e^(-30k) = (2/3)³ = 8/27 ≈ 0.296. But 1/6 ≈ 0.167, which is between e^(-30k) and e^(-40k). Solving: -kt = ln(1/6) and -10k = ln(2/3), so t = 10ln(1/6)/ln(2/3) = 30 minutes. Choice A uses an incorrect exponential relationship. Choice C assumes linear cooling. Choice D uses the wrong initial condition.

Question 16

A parachutist falls under gravity with air resistance proportional to velocity. The equation of motion is mdvdt=mg−kvm\frac{dv}{dt} = mg - kvmdtdv​=mg−kv, where m=70m = 70m=70 kg, g=9.8g = 9.8g=9.8 m/s², and k=14k = 14k=14 kg/s. If the parachutist is dropped from rest, what percentage of terminal velocity is reached after 10 seconds?

  1. 100(1−e−5)≈99.3%100(1 - e^{-5}) \approx 99.3\%100(1−e−5)≈99.3%
  2. 100(1−e−1)≈63.2%100(1 - e^{-1}) \approx 63.2\%100(1−e−1)≈63.2%
  3. 100(1−e−2)≈86.5%100(1 - e^{-2}) \approx 86.5\%100(1−e−2)≈86.5% (correct answer)
  4. 100(1−e−10)≈100%100(1 - e^{-10}) \approx 100\%100(1−e−10)≈100%

Explanation: When you encounter a differential equation describing motion with resistance proportional to velocity, you're dealing with a first-order linear ODE that models exponential approach to terminal velocity. The key insight is recognizing this as a standard form that leads to exponential behavior. Starting with mdvdt=mg−kvm\frac{dv}{dt} = mg - kvmdtdv​=mg−kv, first find the terminal velocity where acceleration equals zero: mg−kvt=0mg - kv_t = 0mg−kvt​=0, so vt=mgk=70×9.814=49v_t = \frac{mg}{k} = \frac{70 \times 9.8}{14} = 49vt​=kmg​=1470×9.8​=49 m/s. Rearranging the equation: dvdt=g−kmv=9.8−0.2v\frac{dv}{dt} = g - \frac{k}{m}v = 9.8 - 0.2vdtdv​=g−mk​v=9.8−0.2v. This separable equation yields the solution v(t)=vt(1−e−kt/m)v(t) = v_t(1 - e^{-kt/m})v(t)=vt​(1−e−kt/m) with initial condition v(0)=0v(0) = 0v(0)=0. At t=10t = 10t=10 seconds: v(10)=49(1−e−14×10/70)=49(1−e−2)v(10) = 49(1 - e^{-14 \times 10/70}) = 49(1 - e^{-2})v(10)=49(1−e−14×10/70)=49(1−e−2) The percentage of terminal velocity is v(10)vt×100%=100(1−e−2)≈86.5%\frac{v(10)}{v_t} \times 100\% = 100(1 - e^{-2}) \approx 86.5\%vt​v(10)​×100%=100(1−e−2)≈86.5%, which is answer C. Answer A uses the exponent −5-5−5, which would correspond to t=25t = 25t=25 seconds. Answer B uses −1-1−1, corresponding to t=5t = 5t=5 seconds. Answer D uses −10-10−10, which incorrectly uses ktktkt instead of kt/mkt/mkt/m. Study tip: Always identify the time constant τ=m/k\tau = m/kτ=m/k in resistance problems. The exponent in the solution is always −t/τ-t/\tau−t/τ, and after time τ\tauτ, you've reached about 63% of terminal velocity.

Question 17

An object at temperature 200°C is placed in an environment where the ambient temperature increases linearly according to Ta(t)=20+2tT_a(t) = 20 + 2tTa​(t)=20+2t degrees Celsius. If Newton's law of cooling applies with cooling constant k=0.1k = 0.1k=0.1 min−1^{-1}−1, which differential equation correctly models the object's temperature T(t)T(t)T(t)?

  1. dTdt=−0.1T+0.1(20+2t)\frac{dT}{dt} = -0.1T + 0.1(20 + 2t)dtdT​=−0.1T+0.1(20+2t)
  2. dTdt=−0.1(T−20)−2t\frac{dT}{dt} = -0.1(T - 20) - 2tdtdT​=−0.1(T−20)−2t
  3. dTdt=−0.1(T−20−2t)\frac{dT}{dt} = -0.1(T - 20 - 2t)dtdT​=−0.1(T−20−2t) (correct answer)
  4. dTdt=−0.1(T−20)+2\frac{dT}{dt} = -0.1(T - 20) + 2dtdT​=−0.1(T−20)+2

Explanation: When you encounter Newton's law of cooling with a time-varying ambient temperature, you need to carefully identify what represents the temperature difference that drives the cooling process. Newton's law of cooling states that the rate of temperature change is proportional to the difference between the object's temperature and the ambient temperature: dTdt=−k(T−Ta)\frac{dT}{dt} = -k(T - T_a)dtdT​=−k(T−Ta​). Here, the ambient temperature varies as Ta(t)=20+2tT_a(t) = 20 + 2tTa​(t)=20+2t, so you substitute this directly into the formula. The correct equation becomes dTdt=−0.1(T−(20+2t))=−0.1(T−20−2t)\frac{dT}{dt} = -0.1(T - (20 + 2t)) = -0.1(T - 20 - 2t)dtdT​=−0.1(T−(20+2t))=−0.1(T−20−2t), which is choice C. The negative sign indicates that when the object is warmer than its surroundings, it cools down. Choice A incorrectly expands the Newton's law formula by distributing the negative sign, giving −0.1T+0.1(20+2t)-0.1T + 0.1(20 + 2t)−0.1T+0.1(20+2t). While mathematically equivalent to C, this form obscures the physical meaning of the temperature difference. Choice B uses −0.1(T−20)−2t-0.1(T - 20) - 2t−0.1(T−20)−2t but fails to account for the time-varying ambient temperature properly. The −2t-2t−2t term should be +0.1(2t)+0.1(2t)+0.1(2t) when the formula is expanded correctly. Choice D treats the changing ambient temperature as if only the constant rate of change (2°C/min) matters, writing −0.1(T−20)+2-0.1(T - 20) + 2−0.1(T−20)+2. This ignores that the actual ambient temperature at time ttt includes the 2t2t2t term. Always write Newton's law as dTdt=−k(T−Ta)\frac{dT}{dt} = -k(T - T_a)dtdT​=−k(T−Ta​) first, then substitute the given ambient temperature function directly into TaT_aTa​.

Question 18

A tank initially contains 100 gallons of pure water. A brine solution containing 2 pounds of salt per gallon flows into the tank at a rate of 3 gallons per minute. The well-mixed solution flows out at a rate of 4 gallons per minute. If S(t)S(t)S(t) represents the amount of salt in the tank at time ttt minutes, which differential equation correctly models this situation?

  1. dSdt=6−4S100−t\frac{dS}{dt} = 6 - \frac{4S}{100-t}dtdS​=6−100−t4S​ (correct answer)
  2. dSdt=6−3S100−t\frac{dS}{dt} = 6 - \frac{3S}{100-t}dtdS​=6−100−t3S​
  3. dSdt=6−4S100+t\frac{dS}{dt} = 6 - \frac{4S}{100+t}dtdS​=6−100+t4S​
  4. dSdt=2−4S100−t\frac{dS}{dt} = 2 - \frac{4S}{100-t}dtdS​=2−100−t4S​

Explanation: The rate of salt entering is (2 lb/gal)(3 gal/min) = 6 lb/min. The volume at time t is 100 + 3t - 4t = 100 - t gallons. The concentration is S/(100-t) lb/gal, so salt leaves at rate (4 gal/min)(S/(100-t) lb/gal) = 4S/(100-t) lb/min. Thus dS/dt = 6 - 4S/(100-t). Choice B uses the wrong outflow rate coefficient. Choice C has the wrong sign in the volume expression. Choice D uses the concentration instead of the rate of salt input.