The make and model of the furnace would help us. Try unplugging the 4-wire connection at the igniter board and the wire on the high voltage coil and reconnecting them 2-3 times to quick clean any corrosion on the contacts. The flame sensor works at millivolt levels and it takes very little corrosion to interrupt it.
Dutch
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