Semiconductor industry Taiwan Semiconductor Manufacturing Co., Ltd. (hereinaf-ter referred to as TSMC) is not only the leader of Taiwan’s semiconductor industry, but also the benchmark of the global semiconductor industry market. Management of 73 sup-ply chain companies listed on OTC, such as ESG sustainable management, research on carbon emissions and other data, through the establishment of sustainable operation pro-cedures, and data envelopment analysis, and centralized data envelopment analysis Meth-od to measure the performance value of corporate carbon emissions, and finally use re-gression analysis to provide an improvement plan for low-scale performance and carbon emission reduction through the change of return to scale and the construction of sustaina-ble operations, and can better understand TSMC’s listing on the OTC Supply chain man-agement, how to meet the sustainable management standards of the international semi-conductor industry.