Core Viewpoint - The integration of energy and industry is essential for advancing China's modernization, achieving carbon neutrality goals, and enhancing international competitiveness [1][10]. Macro Level - Emphasis on planning and policy coordination is crucial for the collaborative development of energy and industry, enhancing resource integration through systemic policies [2][4]. - Energy technology and related industries should be cultivated as new growth points to drive industrial upgrades, focusing on strategic emerging industries like new energy and electric vehicles [3][4]. Meso Level - Temporal and spatial coordination is necessary to align energy transition and industrial upgrading processes, ensuring that clean energy development supports industrial transformation [5][6][7]. - High-energy industries should be encouraged to relocate to areas rich in clean energy resources, facilitating the integration of energy and industry [7]. Micro Level - Strengthening technological and model collaboration is vital, with leading enterprises driving innovation in energy and industry integration [8][9]. - Joint research on key technologies, particularly in green and low-carbon advancements, is essential for enhancing core competitiveness [8]. - New models of collaboration should be developed, integrating energy, data, and information flows to foster a digital and low-carbon industrial ecosystem [9].