Microsoft AI News 10月01日 15:59
亚太地区能源转型加速:AI驱动的智慧电网
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亚太地区电力行业正经历深刻变革,面对人口增长、经济扩张及气候承诺等多重压力,公用事业公司正积极现代化基础设施、扩大能源普及并推行电网脱碳。人工智能和数字技术正成为关键驱动力,助力构建更智能、更具韧性的电力网络。文章探讨了推动该地区能源转型的五大趋势,包括人口与需求增长、经济扩张、碳强度与化石燃料依赖、可再生能源扩张以及电网现代化与去中心化。同时,展示了微软如何通过与行业伙伴合作,利用AI和数字解决方案,在电厂运营、能源许可、分布式能源管理、异常检测和预测决策等方面,赋能能源企业,加速迈向可持续的能源未来。

📈 **人口与需求增长驱动能源转型**: 亚太地区庞大的人口基数持续推高电力需求,迫使公用事业公司在管理老旧基础设施和电网复杂性的同时,努力扩大发电能力、提高可靠性并增加可再生能源的比例。

🏭 **化石燃料依赖与脱碳挑战**: 尽管可再生能源扩张迅速,但煤炭仍是该地区主要的电力来源(2022年占57%),亚太地区拥有全球最高的二氧化碳排放强度。因此,探索核能和小型模块化反应堆等低碳基载发电来源变得尤为重要。

💡 **AI赋能电网现代化与去中心化**: 为适应分布式能源、电动汽车和数字技术的兴起,公用事业公司正大力投资智能电网。微软通过提供企业知识顾问、生成式AI能源许可解决方案、分布式能源资源管理系统以及视觉异常检测等AI驱动的工具,帮助能源企业优化运营、提高效率并加速数字化转型。

🌍 **多方合作加速能源未来**: 微软正与亚太地区的领先公用事业公司及技术提供商合作,共同提供可扩展、安全且智能的解决方案。这些合作旨在通过优化电厂运营、简化许可流程和有效管理分布式能源,为构建更智能、更具韧性的电力系统提供支持,共同迈向由AI驱动的新能源未来。

Accelerating Asia-Pacific’s energy transition

Asia-Pacific’s electric utility sector is undergoing rapid transformation. With nearly 5 billion people—the region accounts for more than half the world’s population,1 half of global electricity consumption,2 and three-quarters of the planet’s coal production and consumption.3 Rising urbanization, economic growth, and climate commitments are driving utilities to modernize infrastructure, expand energy access, and decarbonize grid operations.

At Enlit Asia 2025 in Bangkok earlier in September, more than 12,000 energy professionals gathered to explore these challenges and opportunities. As a proud sponsor, Microsoft—alongside its customers and partners—showcased how AI and digital technologies are helping utilities to build smarter, more resilient electricity networks.

By uniting AI, data, and cloud technologies, we’re committed to driving digital transformation and empowering the energy workforce across Asia-Pacific. Today, we’ll explore key trends shaping the region’s utilities and highlight solutions that are already powering the new energy future with AI.

Asia-Pacific’s electric utility landscape is shaped by vast geographic diversity and varying levels of market maturity—from advanced economies like Japan and Australia to rapidly developing energy systems in Southeast Asia. Despite these differences, several shared trends are emerging that redefine how utilities plan, operate, and innovate across the region.

1. Population and demand growth

Asia-Pacific’s demographic scale continues to drive electricity demand. Utilities are under pressure to expand capacity, improve reliability, and add renewables—all while managing aging infrastructure and grid complexity.

2. Economic expansion and energy use

Global electricity demand rose by 4.3% in 2024, with continued growth projected through 2027.4 Developing economies account for around 85% of additional global electricity demand, with China providing more than half of these gains.4 Southeast Asia also remains a key driver with strong industrial and commercial momentum. This growth is tightly linked to gross domestic product (GDP) performance, with emerging markets—primarily in Asia-Pacific, projected to average 4.06% GDP growth through 2035.5

3. Carbon intensity and fossil fuel dependence

Coal remains dominant, accounting for 57% of the region’s electricity generation in 2022.6 Asia-Pacific has the highest carbon dioxide intensity globally—590g CO₂/kWh versus the global average of 460g CO₂/kWh.6 Interest in nuclear and small modular reactors has risen sharply in recent years, as utilities explore low-carbon baseload generation sources.

4. Renewable energy expansion

In the next three years, low-emissions generation is set to rise at twice the annual growth rate between 2018 and 2023.7 Solar, wind, and hydro investments are accelerating, supported by policy reforms and regional power trade initiatives.

5. Grid modernization and decentralization

Utilities are investing in smarter grids to accommodate Distributed energy resources (DERs), electric vehicles (EVs), and digital technologies. The shift from centralized to decentralized generation is reshaping utility operations, requiring new approaches to cybersecurity, forecasting, and customer engagement.

Microsoft’s global energy partnerships and powering the new energy future with AI

Microsoft is partnering with leading utilities and technology providers across the region to deliver AI and digital solutions that address operational, regulatory, and grid modernization challenges.

Here are five examples of how we’re helping energy organizations transform:

1. Enterprise knowledge advisor for power plant operations

In partnership with JERA, Japan’s largest power generator, Microsoft helped deploy an AI-powered enterprise knowledge advisor to enhance thermal plant efficiency. Using generative AI, the solution surfaces insights from historical data and maintenance logs, allowing for faster decision-making, predictive maintenance, and real-time troubleshooting.

2. Generative AI for permitting

Permitting clean energy projects can take years and cost millions of dollars. Microsoft’s generative AI for Energy Permitting Solution Accelerator automates document drafting, regulatory analysis, and pre-submission reviews. The solution generates complete environmental filings ready for human refinement—reducing time, cost, and complexity across multiple regulatory environments.

3. Distributed energy resources management (DERM) with Schneider Electric and Pacific Gas & Electric (PG&E)

Together with Schneider Electric and PG&E, Microsoft enables advanced DERMS to orchestrate solar, battery, and EV infrastructure. The joint solution adds Schneider’s advanced distribution management system (ADMS) and Azure AI to optimize DER participation, forecast grid conditions, and support wholesale market operations. The Grid AI Assistant provides operators with real-time guidance and AI-powered resolution strategies.

4. Visual anomaly detection and predictive maintenance

Microsoft’s multimodal generative AI orchestration (MGO) framework combines image recognition, sensor data, and historical records to detect anomalies in grid assets. Energy companies in Asia have deployed this solution to reduce safety incidents, improve response times, and enhance asset reliability—supporting both field crews and control room operators.

5. AI for forecasting and decision support

AI-powered forecasting and decision management solutions are helping utilities in Asia-Pacific streamline operations across asset management, trading desks, and customer engagement. These solutions include advanced renewable forecasting to reduce curtailment and avoid regulatory penalties, generative AI trading platforms to make better-informed decisions in dynamic wholesale markets, and behind-the-meter load management platforms to optimize demand-side resources.

Microsoft for energy and resources

Drive innovation to achieve net zero and deliver safe, reliable, equitable energy for a sustainable future.

Shaping the future of energy

As Asia-Pacific utilities face rising demand and decarbonization pressures, Microsoft is proud to partner with industry leaders to deliver scalable, secure, and intelligent solutions. From optimizing plant operations to streamlining permitting and managing DERs, our technologies are helping utilities unlock new value and accelerate the energy transition. Together, let’s power the new energy future with AI.

Learn how Microsoft can support your organization’s journey


1 Population and Development Data, Demographic Changes in Asia and the Pacific, ESCAP
2 International Renewable Energy Agency, Asia and Pacific
3 “Asia digs up and burns three-quarters of the world’s coal,” The Economist, April 22, 2019
4 Demand, Electricity 2025 Analysis, IEA
5 “Emerging Markets: A Decisive Decade,” S&P Global, October 16, 2024
6 “Coal dominates Asia Pacific’s generation mix in 2022,” Asian Power
7 Executive summary, Electricity 2024 Analysis, IEA

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亚太地区能源转型 AI 智慧电网 脱碳 分布式能源 Microsoft Asia-Pacific Energy Transition AI Smart Grids Decarbonization Distributed Energy Resources Microsoft
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