Blueprint to Action Chinas Path to AI-Powered Industry Transformation 2025

Envision Energy uses AI algorithms to monitor and optimize the performance of its wind turbines. The upshot for the company – and its customers – is more optimal energy output and lower maintenance costs. Thanks to its technological proficiency, Envision Energy manages over 17% (670 gigawatts) of the world’s installed capacity of renewable energy.62USE CASE 10 Envision Energy – AI-optimized wind turbines for maximal efficiency and reduced costsRenewable energy and utilities Regional and seasonal imbalances in power generation and demand, along with operational inefficiencies, are common challenges faced by utilities companies around the world. To address these challenges, China is rapidly developing a new energy system powered by AI technologies, with key initiatives already in place. These include uncrewed power plants, more efficient energy storage and improved smart grid operations, equipment maintenance and optimization, etc. By transforming the business models of Chinese utilities through applications like virtual power plants, carbon trading and spare-parts platform transactions, AI is enhancing operational efficiency and promoting sustainability and decarbonization. Application Solutions in China Energy management –AI forecasts of electricity generation and demand improve the integration of renewables into the grid. –AI improves grid stability through real-time monitoring of electricity flows, optimizing power distribution and more. –AI powers intelligent operations, with robots widely used for equipment inspection and testing, replacing about 80% of manual labour.60Selected scenarios and solutions in renewable energy and utilities TABLE 6 The State Grid Corporation of China (SGCC) developed an AI platform to serve its headquarters and 27 provincial companies. The platform includes essential functions, such as data analysis and AI model training, to enhance its adaption to various application scenarios and business needs.For example, SGCC uses the AI Electricity Load Forecasting System for real-time data analysis and forecasting to better balance electricity loads during peak consumption hours, while enhancing the integration of renewable energy sources into the power grid. The system achieved an accuracy rate of up to 97.8% in day-ahead forecasting in 2024.61USE CASE 9 State Grid Corporation of China – AI-driven load forecasting for smart grid optimization and energy efficiency 23 Blueprint to Action: China’s Path to AI-Powered Industry Transformation