Staff at West Yorkshire Fire and Rescue Service says they were alerted to a fire at Ferrybridge C Power Station shortly before 2pm today.
Ten fire engines from the surrounding stations of Pontefract, Normanton, Featherstone, Castleford and Wakefield are at the scene.
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Ken Cresswell and John Shaw, from Rotherham, were among four men to lose their lives after the collapse at the Didcot A plant a year ago.
An amber alert for gales will be in place across the North, Midlands and East today between 6am and 6pm in response to the conditions.
Jonathan Binns, 32, from Ings Crescent, was found in The Town in Thornhill with multiple injuries last Friday at around 8.40pm.