The council says some boaters currently abuse the system and stay for weeks or months at a time.
It carried out a six-week consultation, and it claims that 80% of respondents were in favour of the fees.
Councillor John Sweeney says it will “help protect our riverside environment and ensure it remains a special place for residents and visitor”.