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Coal science and technological innovation investment is economic activity that involves local governments, enterprises and other behavior subjects. These subjects influence and restrict mutually to maximize their utility. The paper used game theory and constructed a model to analyse the relation among enterprises. Finally, some important conclusions were drawn in the paper. And the most important conclusion is that the probability that each enterprise choose to invest reduces with the number of the enterprise increasing gradually.