The major public sector oil companies are setting up nine diesel hydro-sulphurisation (DHDS) units at a cost of Rs 5,568.31 crore to produce low-sulphur diesel in keeping with a Supreme Court directive to bring down sulphur levels in diesel driven vehicles to reduce pollution.