The connotations and elements of equipment manufacturing enterprise’s dynamic ability is discussed. The evaluation index system including 5 first level indicators, 20 two level indicators is design which weight is determed by AHP method. A data fusion method based on evidential reasoning is established aim at the fuzziness and uncertainty in measuring index value. Then JAC’s dynamic ability is analyzed to obtain some apocalypse.