However, he said the state needed mega power projects to meet the growing demand for energy.
Addressing a meet-the-press programmes here, Surendran said the government would proceed with any project only after holding detailed discussions and reaching a consensus.
"The government is not for any controversy. We will go ahead only after arriving at a consensus among various stakeholders including environmentalists. But, for the state's growth, mega power projects are necessary... No project would be implemented ignoring the sentiments of people," he said.
Various environment activists and groupsespecially 'Chalakkudy River Samrakshana Samithi', the outfit which campaigns for the conservation of river Chalakkudy where the proposed Athirappilly hydel project is to come, have already come out against the government's move to revive the project.
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The long pending hydro-electric project has come into focus now after Chief Minister Pinarayi Vijayan pitched for it during his recent New Delhi visit.
Stating that the government was not "stubborn" in implementing any project, Surendran said "What we said was only our approach to the project. But we will take a decision only after taking into account the limitations of the state and after a detailed discussion with the public society."
Detailing the present power situation in the state, he said the demand was increasing by about 60 per cent annually whereas the generation was not increasing correspondingly.
"What Kerala needed is mega power projects with less investment cost," he said.
New Leader of the Opposition in the assembly Ramesh Chennithala had yesterday said a public debate over the project was necessary to form a consensus.
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Surendran said the government would also take steps to tap the renewable energy sources like wind and solar.
"The agenda of the LDF government is to address the stalemate in the production and transmission in the power sector," he said.
As part of this, the government would prepare a master plan to complete in a time-bound basis the work on a 400 KV transmission line, 'Edamon-Kochi', to draw power from Kudankulam Nuclear Power station in neighbouring Tamil Nadu, he said.
The project had been delayed due to the protest among rubber growers in certain areas against erecting transmission towers, the Minister added.