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The improvement of the cleaner production in the enterprises can not only achieve the source control of pollution and the efficient use of resources, but also strengthen their comprehensive competitiveness. It can also help to realize China's environmental protection goal. In this paper, a printing plate roller factory in northern China is taken as the research object. The evaluation index system for the cleaner production level of the printing plate roller industry is constructed based on the relevant national standards of cleaner production in the mechanical processing industry and the electroplating industry. The Analytic Hierarchy Process is used to determine the weight of each evaluation index. The evaluation model will be established to evaluate the factory's cleaner production status and improvement schemes will be put forward.