Reny, I would remove the starter and check the brushes. I encountered a similar problem with my daughter's Taurus (160,000 miles) ... 2 of the 4 brushes were so worn that the starter motor wouldn't run. A new brush set solved the problem. If you use your car primarily for short trips the starter motor gets heavy use and the brushes may need replacing.

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Fred Hoelzle