Hindustan Petroleum Corporation Ltd (HPCL) will stop buying diesel from companies like Reliance Industries Ltd and Nayara Energy once it completes expansion of its Visakhapatnam refinery in Andhra Pradesh and builds a new one in Rajasthan next financial year, company officials said.