Computational Fluid Dynamics study on an Indoor Farming, which is a fully enclosed control environmental agriculture structure modelled inside a shipping container was the primary objective of the Project. Airflow uniformity & temperature distribution was important factor of study that accounts for ideal and uniform growing condition in the plant factory. This study was conducted to understand and analyse the changes in airflow characteristics and temperature distribution in a shipping container size plant factory with different inlet and outlet locations.