In order to reduce greenhouse gas emissions from coal chemical industry in Northwest China, Yanchang Petroleum has deployed and developed a carbon dioxide capture project at one of its affiliated coal chemical plant in Yulin, Northwest China. The CO2 capture unit was built at a 200,000 t/a coal to acetic acid chemical plant. The CO2 is captured from coal gasification process using a Rectisol process, finally compressed and stored in liquid state with a pressure of 2.3 Mpa and a temperature at -17 ℃. 50,000 t/a of high concentration CO2 (>99%) was captured, and delivered to the Jingbian and Wuqi CCUS pilot sites by truck tanker for CO2-EOR and geological storage projects. The CO2 capture cost is less than 18 USD/t CO2 (<120RMB/t CO2). So far, operation of capture unit is stable with low energy consumption. This paper briefly reviews the process, technical details and cost of this CO2 capture project.