CHENNAI: In an effort to fulfill the drinking water needs of Chennai, a new reservoir would be set up in Tiurvallur district, besides desilting work on six other lakes at an estimated cost of `620 crore, Minister for Public Works KV Ramalingam said here on Sunday.