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Chemical Reactor Thermal Runaway Safeguards (Chemical Engineering) Solution

1. Initial Reactor Temperature (yy-Intercept)

Evaluate T(t)T(t) at t=0t = 0:

T(0)=50+1201+15eβˆ’2(0)=50+1201+15(1)=50+12016=50+7.5=57.5∘CT(0) = 50 + \frac{120}{1 + 15e^{-2(0)}} = 50 + \frac{120}{1 + 15(1)} = 50 + \frac{120}{16} = 50 + 7.5 = 57.5^\circ\text{C}
The batch reactor begins operation at an ambient pre-heat temperature of 57.5∘C57.5^\circ\text{C}.


2. Horizontal Asymptote & Adiabatic Ceiling

  1. Name the Governing Formula: The Exponential Decay Limit Theorem:
    lim⁑tβ†’βˆžeβˆ’kt=0(forΒ k>0)\lim_{t \to \infty} e^{-kt} = 0 \quad (\text{for } k > 0)
    (Formalized in Horizontal Asymptotes.)
  2. Evaluate the Limit as tβ†’βˆžt \to \infty:
    lim⁑tβ†’βˆžT(t)=lim⁑tβ†’βˆž[50+1201+15eβˆ’2t]=50+1201+15(0)=50+120=170∘C\lim_{t \to \infty} T(t) = \lim_{t \to \infty} \left[50 + \frac{120}{1 + 15e^{-2t}}\right] = 50 + \frac{120}{1 + 15(0)} = 50 + 120 = 170^\circ\text{C}
  3. Physical Engineering Meaning: The horizontal asymptote is T=170∘CT = 170^\circ\text{C}. This represents the theoretical adiabatic ceiling temperature of the batch reaction. Once all chemical monomer reagents are completely consumed, exothermic enthalpy generation ceases, and the temperature stabilizes at 170∘C170^\circ\text{C}.

3. Heating Rate via First Derivative

  1. Name the Governing Formula: The Chain Rule and Reciprocal Differentiation Rule:
    ddt[(u(t))βˆ’1]=βˆ’[u(t)]βˆ’2β‹…uβ€²(t)\frac{d}{dt}[(u(t))^{-1}] = -[u(t)]^{-2} \cdot u'(t)
  2. Differentiate T(t)T(t): Rewrite T(t)=50+120(1+15eβˆ’2t)βˆ’1T(t) = 50 + 120(1 + 15e^{-2t})^{-1}.
    dTdt=0+120(βˆ’1)(1+15eβˆ’2t)βˆ’2β‹…ddt[1+15eβˆ’2t]\frac{dT}{dt} = 0 + 120(-1)(1 + 15e^{-2t})^{-2} \cdot \frac{d}{dt}[1 + 15e^{-2t}]
    ddt[1+15eβˆ’2t]=15(βˆ’2)eβˆ’2t=βˆ’30eβˆ’2t\frac{d}{dt}[1 + 15e^{-2t}] = 15(-2)e^{-2t} = -30e^{-2t}
    Substitute:
    dTdt=βˆ’120(1+15eβˆ’2t)βˆ’2(βˆ’30eβˆ’2t)=3600eβˆ’2t(1+15eβˆ’2t)2\frac{dT}{dt} = -120(1 + 15e^{-2t})^{-2} (-30e^{-2t}) = \frac{3600e^{-2t}}{(1 + 15e^{-2t})^2}
  3. Sign Verification: Because eβˆ’2t>0e^{-2t} > 0 and (1+15eβˆ’2t)2>0(1 + 15e^{-2t})^2 > 0 for all real tt, dTdt>0\frac{dT}{dt} > 0 strictly holds on [0,∞)[0, \infty). The temperature is strictly monotonic increasing.

4. Inflection Point via Second Derivative

  1. Name the Governing Formula: The Second Derivative Zero-Curvature Criterion:
    d2Tdt2=0withΒ concavityΒ signΒ flip\frac{d^2T}{dt^2} = 0 \quad \text{with concavity sign flip}
    (Formalized in Concavity and the Second Derivative Test.)
  2. Compute d2Tdt2\frac{d^2T}{dt^2}: Let u(t)=3600eβˆ’2tβ€…β€ŠβŸΉβ€…β€Šuβ€²(t)=βˆ’7200eβˆ’2tu(t) = 3600e^{-2t} \implies u'(t) = -7200e^{-2t}.
    Let v(t)=(1+15eβˆ’2t)2β€…β€ŠβŸΉβ€…β€Švβ€²(t)=2(1+15eβˆ’2t)(βˆ’30eβˆ’2t)=βˆ’60eβˆ’2t(1+15eβˆ’2t)v(t) = (1 + 15e^{-2t})^2 \implies v'(t) = 2(1 + 15e^{-2t})(-30e^{-2t}) = -60e^{-2t}(1 + 15e^{-2t}). Using the Quotient Rule:
    d2Tdt2=(βˆ’7200eβˆ’2t)(1+15eβˆ’2t)2βˆ’(3600eβˆ’2t)[βˆ’60eβˆ’2t(1+15eβˆ’2t)](1+15eβˆ’2t)4\frac{d^2T}{dt^2} = \frac{(-7200e^{-2t})(1 + 15e^{-2t})^2 - (3600e^{-2t})[-60e^{-2t}(1 + 15e^{-2t})]}{(1 + 15e^{-2t})^4}
    Factor out the common term 3600eβˆ’2t(1+15eβˆ’2t)3600e^{-2t}(1 + 15e^{-2t}) from the numerator:
    Num=3600eβˆ’2t(1+15eβˆ’2t)[βˆ’2(1+15eβˆ’2t)+60eβˆ’2t]\text{Num} = 3600e^{-2t}(1 + 15e^{-2t}) \Big[ -2(1 + 15e^{-2t}) + 60e^{-2t} \Big]
    Simplify inside the brackets:
    βˆ’2βˆ’30eβˆ’2t+60eβˆ’2t=30eβˆ’2tβˆ’2-2 - 30e^{-2t} + 60e^{-2t} = 30e^{-2t} - 2
    Thus:
    d2Tdt2=3600eβˆ’2t(30eβˆ’2tβˆ’2)(1+15eβˆ’2t)3\frac{d^2T}{dt^2} = \frac{3600e^{-2t}(30e^{-2t} - 2)}{(1 + 15e^{-2t})^3}
  3. Solve for Zero Acceleration: Set d2Tdt2=0β€…β€ŠβŸΉβ€…β€Š30eβˆ’2tβˆ’2=0\frac{d^2T}{dt^2} = 0 \implies 30e^{-2t} - 2 = 0:
    30eβˆ’2t=2β€…β€ŠβŸΉβ€…β€Šeβˆ’2t=230=11530e^{-2t} = 2 \implies e^{-2t} = \frac{2}{30} = \frac{1}{15}
    Take the natural logarithm:
    βˆ’2t=ln⁑(115)=βˆ’ln⁑(15)β€…β€ŠβŸΉβ€…β€Štcrit=ln⁑(15)2β‰ˆ2.7082β‰ˆ1.354Β hours-2t = \ln\left(\frac{1}{15}\right) = -\ln(15) \implies t_{\text{crit}} = \frac{\ln(15)}{2} \approx \frac{2.708}{2} \approx 1.354\text{ hours}
  4. Concavity Sign Transition:
    • For t<tcritt < t_{\text{crit}}: eβˆ’2t>115β€…β€ŠβŸΉβ€…β€Š30eβˆ’2tβˆ’2>0β€…β€ŠβŸΉβ€…β€Šd2Tdt2>0e^{-2t} > \frac{1}{15} \implies 30e^{-2t} - 2 > 0 \implies \frac{d^2T}{dt^2} > 0 (Concave Upward, accelerating heat growth).
    • For t>tcritt > t_{\text{crit}}: eβˆ’2t<115β€…β€ŠβŸΉβ€…β€Š30eβˆ’2tβˆ’2<0β€…β€ŠβŸΉβ€…β€Šd2Tdt2<0e^{-2t} < \frac{1}{15} \implies 30e^{-2t} - 2 < 0 \implies \frac{d^2T}{dt^2} < 0 (Concave Downward, decelerating heat growth). Because the concavity flips from positive to negative, an inflection point occurs at tcritβ‰ˆ1.354Β hourst_{\text{crit}} \approx 1.354\text{ hours}.
    • Temperature at inflection:
      T(tcrit)=50+1201+15(1/15)=50+1202=110∘CT(t_{\text{crit}}) = 50 + \frac{120}{1 + 15(1/15)} = 50 + \frac{120}{2} = 110^\circ\text{C}

5. Chemical Safety & Coolant Capacity Sizing

The second derivative represents the thermal acceleration (ddt[dTdt]\frac{d}{dt}\left[\frac{dT}{dt}\right]). Because the concavity changes from concave up to concave down at tcrit=1.354Β ht_{\text{crit}} = 1.354\text{ h}, the first derivative dTdt\frac{dT}{dt} reaches its absolute maximum value at this exact instant:

(dTdt)max⁑=3600(1/15)(1+1)2=2404=60∘C per hour\left(\frac{dT}{dt}\right)_{\max} = \frac{3600(1/15)}{(1 + 1)^2} = \frac{240}{4} = 60^\circ\text{C per hour}
In reactor design, cooling jackets must be sized to remove heat faster than the peak reaction heat generation rate. If emergency coolant circulation cannot dissipate at least 60∘C/h60^\circ\text{C/h} at t=1.354 ht = 1.354\text{ h}, heat accumulates exponentially, causing runaway vapor over-pressurization.