Without giving details on the budget allocation for Railways, Goyal told reporters here that he is "satisfied with whatever has been proposed (in the budget)".
"Frankly, I may may not even need all of that as we have aggressive plans on monetising some of the (Railways) assets," he said.
The Railway budget was merged with the general budget last year.
The minister said his government is planning to change some of the existing guidelines on monetising land and station assets as well as contemplating on extending the lease period from 45 years to 99 years, among others.
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"One concern developers had was regarding the approval process, so we are bringing in new guidelines to penalise ourselves (the Railways) for every day of delay in giving approvals," Goyal said.
He said the move will help build confidence among the promoters and maximise the value of the Railways and therefore not make the PSU "dependent on the Union budget".
Asked about plans to list the Indian Railways Finance Corporation (IRFC), Goyal said the public sector enterprise is looking to expand its footprint in days to come into newer line of business which would help improve its valuation.
IRFC is a unit of the Indian Railways that helps raise financing for various other units of the transport PSU.
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