To improve air quality, China has been increasing the stringency of national emission standards for industrial sectors. However, from the projected air quality and associated health impacts it is not known if the updated emission limits have been completely followed. Here, we develop emission inventories based on the emission limits at different stages and use the Weather Research and Forecasting with Chemistry (WRF-Chem) model and health impact function to determine the potential air quality and health impacts for different scenarios. We found that full implementation of the special emission standards would decrease PM 2.5 concentrations by over 25% in April, July and October, and decrease O 3 concentrations in July by 10%-20%. Overall, the number of PM 2.5 -related premature deaths could be reduced by 0.15 million (95% confidence level 0.13-0.17 million) if special emission limits were met and that O 3 -related premature deaths would decrease by 18oo (95% confidence level 500-3000). However, even with these special emission limits, a greater than 25% increase in O 3 levels occurred in northern China during October, January and April, leading to an increase in O 3 -related premature deaths in northern provinces which would offset the decrease in provincial PM 2.5 -related mortality by 10%-20%. These findings indicate that emissions of volatile organic compounds (VOCs) should be reduced to avoid increases in O 3 in VOC-limited provinces. Despite the increase in O 3 in certain provinces, improvement of industrial emission standards could greatly limit PM 2.5 pollution and reduce the associated health burden. Therefore, we suggest that government should accelerate full implementation of strict emission standards in order to improve air quality.