The impact of intelligent manufacturing on industrial green total factor productivity and its multiple mechanisms

As an integration of artificial intelligence and advanced manufacturing technology, intelligent has realized the innovation mode created conditions for green development industry. After constructing a theoretical framework between industrial total factor productivity, this paper uses panel data 30 provinces in China from 2006 to 2020, expresses level with robot density, discuss economic effects mechanisms manufacturing. The results show that positive effect on quantile regression model indicates there is increasing marginal effect. With points going low high, coefficient statistical significance become larger. Human capital mechanism improve productivity. Green technology producer service industry agglomeration have strengthened There also heterogeneity effect, stronger regions launched local pilot schemes carbon emissions trading transformation policy. In order give full play technological dividend empower sustainable development, argues we need accelerate thus improving empowering development.