If the smell is caused by a faulty cannister purge valve as some of the threads suggest. When I take the wheel cover off how will I know if the purve valve is faulty? Will I be able to smell the gas? do I need the engine running to check for leak? how can you test this valve?
Do I just replace it and hope for the best???

I have already replaced the cannister close valve under rear axle.