The plant is coupled with a coal-powered thermal plant, limestone reserves and a captive jetty at Sewagram.
The company said even after the deal, expected to be completed in seven or nine months after receiving mandatory approvals, it will remain the country's third largest cement producer.
Currently, the company has an installed capacity of 36.8 million TPA.
The company was earlier looking for buyers for its Gujarat and Andhra Pradesh facilities which have a combined capacity of 9.8 million TPA.
It plans to raise around Rs.15,000 crore for debt repayment and capacity expansion.
