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First of all, this paper analyzes the electromagnetic compatibility characteristics of airborne equipment system, and based on that, this paper presents ideas that the airborne equipment system could be networks. Second, in accordance with the actual situation, this paper proposes an AEMC network which reflects the electromagnetic relationship among the aircraft equipment with multi-nodes, directed multi-edges and double-layers. And then, this paper analyzes the AEMC network evolution by simulate methods, the AEMC network has two behaviors: the small-world and the scale-free. The small-world indicates that interference signal of airborne equipment system is easy to spread; the scale-free indicates the existence of the key equipments which affects airborne equipment electromagnetic compatibility.