KEYWORDSElectricity coal procurement; Multi-attribute and multi-source procurement; Compound mechanism; Multi-attribute auction; Negotiation mechanism.Abstract. In this paper, the decision making problem of electricity coal procurement in power industry is investigated and a two-stage compound mechanism based on auction and negotiation is designed for multi-attribute and multi-source procurement of electricity coal. In the rst stage of this compound mechanism, a multi-attribute auction mechanism of electricity coal is designed. Concretely, the buyer's utility function and the supplier's utility function are de ned, and the scoring rules and bidding rules are given. Moreover, aiming at maximizing the buyer's expected utility, an optimization model of selecting winners in multi-attribute auction of electricity coal is established; then, the suppliers' optimal bidding strategies are discussed and the feasibility of auction mechanism is proved. Based on the winners' scheme and corresponding pre-allocation results of electricity coal supply in the auction stage, a negotiation mechanism, which can further improve the allocation e ciency and optimize the attribute combination, is designed in the second stage of this compound mechanism and the bidding e ciency is calculated by using the method of Data Envelopment Analysis (DEA) for each winner. Finally, the speci c implementation steps are given to show how to apply this two-stage compound mechanism in the actual procurement of electricity coal.