E.ON AG said it plans to build a natural gas-fired power plant in the UK and retain an oil-fired plant at the site rather than convert it.

Eon UK had wanted to convert the oil-fired plant at Grain in southeast England to gas, but “has now asked for permission to build a modern 350 million-pound 1,200 megawatt gas-fired station,” partly to...