The development scrutiny committee announced its decision over the plan for Bishop's Castle on Tuesday evening.
Seventeen protesters told the meeting their concerns about the plant. One concern is the environmental impact.
The plan, by Bishop's Castle Biomass Power Ltd, was approved at a public inquiry last year.
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Source: BBC