AI，将电池产业的“想象力”转化为“技术周期”

Core Viewpoint - The future growth of the battery industry will be driven by new scene demands and AI-enabled industrial upgrades, leading to profound changes across various sectors from consumer electronics to industrial backup power and smart manufacturing [2]. Group 1: New Scene Consensus - Three high-growth potential scenarios have emerged that exceed current electric vehicle demands: - AI wearable devices require high energy density and miniaturization, with a focus on AI glasses driving battery evolution from liquid to solid-state [3][4]. - Data center backup power is identified as a previously overlooked "blue ocean," with sodium-ion batteries seen as a leading solution due to their performance and cost advantages [4]. - Humanoid robots demand high power and safety, presenting new challenges for battery design and integration with drive systems [4]. Group 2: Technical Path Consensus - The technical routes are diverse but clearly defined: - Liquid batteries are still evolving, with innovations in high-voltage lithium cobalt oxide and ultra-high nickel materials expected to significantly enhance energy density [5]. - Solid-state batteries are anticipated to penetrate smaller applications first, with a focus on miniaturization [5][6]. - Sodium batteries are being positioned for specific scenarios such as data center backup and cost-sensitive applications [7]. Group 3: AI Empowerment in R&D and Manufacturing - AI is transforming the entire process from laboratory to production line: - AI is embedded in manufacturing equipment to enhance overall efficiency and predictive maintenance [11]. - AI is being utilized to optimize welding processes through multi-parameter collaborative models [11]. - AI simplifies visual inspection and knowledge management, although challenges remain in generating reliable training data [11]. Group 4: Call to Action Under Consensus - A clear evolution map for the industry has been drawn, with AI driving efficiency across the entire chain and new application scenarios continuously emerging [12][13].