Based on the 324th Shuangqing Forum,aiming at the national major needs on low-carbon operation of high-energy-consuming industries and coordinated carbon reduction regulation of multi-media energy toward dual carbon target,this paper focuses on the automation and intelligence system theory,key technologies and application-oriented basic issues of low-carbon industrial intelligence and multi-energy complementary coordinated intelligent regulation,and analyzes the current status and development trends of automation and intelligence for dual carbon goals.For low-carbon industrial intelligence,this paper focuses on intelligent modeling methods for carbon emissions throughout the entire industrial production process,digitalization,networking,and intelligence of the entire low-carbon industrial production process,low-carbon green manufacturing in process industries,and comprehensive utilization and optimal regulation of heterogeneous energy in manufacturing.For multi-energy complementary coordinated intelligent regulation,this paper focuses on multi-media energy conversion,multi-media energy supply coordinated regulation,multi-energy complementarity and source-storage-load regulation,energy"source-grid-load-storage"integrated decision-making and comprehensive safety,structural changes in zero-carbon smart energy systems,and comprehensive energy management and control in cities.Around the above topics,the challenges are discussed,the concise scientific problems and main research directions are given,and relevant policy suggestions are provided.