One advantage of a chilled water system is it is generally easier to plumb water piping than it is refrigerant piping. Recovered energy can be easily be reused in all parts of a facility. Chillers have a better energy efficiency.
One disadvantage is the chiller/air handler system will be more expensive than a D/X refrigeration based system. Learn more about GreenAire™.