A differential equation-based SIR model has been developed, that does not assume that the population is conserved. The model develops several extensions, community with `imported infections' and interacting communities. Developed several control theoretic models to control the spread of the epidemic in a community through non-pharmaceutical interventions (NPIs) like various degrees of lockdowns and enforcement of social distancing, increased testing and isolation of the infected individuals.