 The paper comprehensively reviews systems analysis and optimization modeling approaches for low-carbon energy systems planning with GHG emission reduction under uncertainty, highlighting the need for effective management schemes to address issues such as data availability and reliability, concerns and uncertainty, post-modeling analysis, and simulation techniques. This article was authored by Jing Dai, Guo Hong, Yong Zing and others.