In chemical process engineering, continuous stirred-tank reactors (CSTR) carrying out exothermic autocatalytic polymerizations exhibit nonlinear temperature trajectories. As reactants convert, heat generation accelerates exponentially before flattening as reagents deplete. If the heat-generation rate exceeds cooling jacket dissipation capacity, thermal runaway occurs, causing vessel over-pressurization and explosion.
A process safety engineer is modeling the temperature curve (in ) of a batch polymerization reactor over time (in hours, ). The temperature response is modeled by the sigmoidal logistic function:
- Determine the initial reactor core temperature at startup ().
- Evaluate the horizontal asymptote of the reaction temperature by calculating . Interpret what this asymptotic temperature represents physically in terms of reagent exhaustion.
- Compute the reaction heating rate as a function of time. Show that for all , proving that core temperature rises monotonically.
- Use the Second Derivative Test to locate the time where the temperature curve has an inflection point ().
- In chemical safety design, explain why the inflection point marks the instant of maximum thermal hazard, dictating the required emergency coolant injection pump capacity.