In view of the problems such as the overall low utilization rate of resources, the insufficient level of industry informatization, the prominent problem of repeated construction, and the insufficient level of innovation in the manufacturing process design of fully mechanized coal mining equipment, the integration and scheduling method of intelligent cloud manufacturing resources for fully mechanized coal mining equipment was studied. First, the necessity and importance of building intelligent cloud manufacturing resources integration and scheduling systems for fully mechanized mining equipment under the current situation were analyzed. Then, based on the underlying services of cloud computing and intelligent cloud manufacturing, the overall architecture of intelligent cloud manufacturing resources integration and scheduling systems for fully mechanized coal mining equipment was proposed, and the intelligent cloud manufacturing resources integration platform suitable for general and special technical services was designed. Then, a could scheduling method based on an adaptive genetic algorithm was proposed to realize the scheduling of cloud manufacturing resources. Finally, the practicability and operability of the system were verified by the cases. This study has realized the integration and sharing of resources, such as the design, calculation, data, simulation, and servicing of fully mechanized coal mining equipment under the intelligent cloud manufacturing environment.