To achieve high renewable power penetration level grid integration, higher requirements for the multi-resource power generation active power control must be set. This paper analyzes the challenges of multi-resource coordinated active power control, such as power market, policy and “equality, equity and publicity” dispatch. With fairness of renewable energy dispatch described mathematically, a multi-resource coordinated active power control model is proposed. This model aims at maximizing the renewable energy consumption in power market environment with constraints of power system security and stability, peak load regulation and fairness power dispatch. The control strategy adapts to the complex network conditions and maximizes the renewable energy consumption, especially wind and solar, and implements reasonable allocation of electric power market transactions. The control system has been applied in several provincial power grids. Correctness and effectiveness are proved during system operation. This work is supported by National Key Research and Development Program of China (No. 2017YFB0902204), Science and Technology Project of State Grid Corporation of China (No. SGGSKY00FJJS1700007), and Six-Talent-Peak Project of Jiangsu Province (No. XNY-050).