关键词: 智能化系统, 大数据, AI视频, 巡检机器人, 数字孪生

Abstract: In order to promote the intelligent transformation and upgrading of coal mines, improve the safety production level of coal mines, and enhance the core competitiveness of coal mining enterprises, the intelligent upgrade design of the ground production centralized control system of Shengli Energy Storage and Transportation Center has been carried out. On the basis of improving equipment reliability and industrial automation level, using modern information technology and artificial intelligence technology as means, starting from the integration and utilization of full process information resources, relying on automation, informatization, and intelligent control platforms, taking into account the actual production, management, and sales situation of the storage and transportation center, the overall architecture of the intelligent storage and transportation center's "execution layer, management layer, decision-making layer, and platform layer" is formulated, Establish a business control management system at two levels of "platform collaborative operation and factory intelligent production", analyze, explore, and leverage the value of data sources through machine learning models and optimization algorithms, and achieve intelligent production, control collaboration, and service model innovation throughout the entire business process of the storage and transportation center.