The existence of this pandemic has disrupted many sectors. This pandemic continues to spread to several regions due to transmission which is quite short by sticking between hosts. This has led to an increase in the number of patients who need to be treated. However, Indonesia still has weaknesses in planning and procuring the amount of PPE available. This model explores the spread of disease in a number of different conditions and environments. In particular, it explores how making assumptions about the interactions of agents can drastically affect the results of the model. This will illustrate the number of patients who need special treatment. With this prediction of the number of patients, then the preparation of procurement of goods can be immediately handled. Allocation of PPE to be produced and distributed to various areas affected by COVID-19.