Reverse Osmosis based Purification System has pressure tubes, diaphragm valves, block valves for sampling and sanitary instruments. The Purification System is used to generate purified water in pharmaceutical water treatment plant. The Purification System is provided with VFD for feed control and auto reject control. The Reverse Osmosis based Purification System comes in compact skid mounted design and occupies little space.