Batch reactor consists of reactants mixed homogeneously and it can be in various setups i.e. iso-thermal/adiabatic with constant volume/constant pressure. Fundamentally, they will react at each and every location within the gas volume at the same rate. This means that there are no temperature or composition gradients within the mixture, there is a single temperature and a set of species concentration suffice to describe the evolution of the system. By applying conservation laws and solving differential equations with the initial conditions defined, we get temporal evolution of temperature and species concentrations.