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Powering AI era: The foundation of China’s electricity advantage

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By People’s Daily reporters

This year’s government work report of China for the first time proposed creating new forms of smart economy. According to the report, China will launch new infrastructure projects on hyper-scale intelligent computing clusters and coordinated development of computing capacity and electricity supply.

These policies are expected to provide strong support and vast possibilities for the next leap forward in economic and social development.

China’s advantages become clearer when the policy directions outlined in the report are viewed alongside two recent developments.

The first concerns power equipment manufacturers in provinces such as Guangdong and Jiangsu, whose production lines are operating at full capacity. As global demand for computing power surges and countries accelerate the construction of data centers, overseas orders for Chinese power equipment have soared. This trend aligns with a popular saying in investment circles: “The end of AI is electricity.”

The second development occurred between Feb. 9 and Feb. 15 this year, when the number of  tokens processed by Chinese AI models reached 4.12 trillion, surpassing U.S. AI models for the first time. Developers worldwide have discovered that running tasks on Chinese models is often far more cost-effective than using American alternatives.

The AI revolution is driving an anticipated explosive growth in global electricity demand. The global expansion in token usage essentially reflects a process where electricity is tansformed into computing power, and computing power into intelligence. In the AI era, countries that can provide lower-cost, more reliable electricity and more responsive power grids will hold a decisive cost advantage. This is why another saying has circulated online: “If the end of AI is electricity, then the end of electricity is China.”

In fact, the United States lags behind China in several foundational aspects crucial for AI development. A key constraint lies in its power infrastructure. The U.S. grid is fragmented into three largely isolated systems — the Eastern Interconnection, Western Interconnection, and Texas Interconnection. This fragmentation leads to chronic inefficiencies: surplus power cannot be readily transmitted to regions in need. Grid stability, load capacity, and infrastructure expansion are all struggling to keep pace with suring demand.

In a recent interview, Wang Jian, an academician of the Chinese Academy of Engineering, noted that if the United States wants to build new power plants, it must start with basic equipment such as transformers. “Transformer manufacturing is largely concentrated in China,” he said.

Faced with power supply constraints, some major U.S. tech companies have begun seeking their own solutions. Microsoft has resorted to build gas-turbine generators due to delays in grid connection, while Google has signed large power purchase agreements with nuclear energy companies. 

If electricity shortage persist, the burden could ultimately shift to consumers. Regional grid operators in states including Michigan and Virginia have announced that electricity rates for 67 million residents in their service areas are expected to rise by 20 to 30 percent in 2026.

In an energy system driven primarily by financial returns, sustaining long-term investment is often hard to sustain. When electricity becomes scarce, prices rise until demand declines. This purely market-driven approach can produce outcomes that are unfavorable to ordinary consumers.

China has chosen a different path. 

Consider one key figure: in 2025, China’s total electricity consumption exceeded 10 trillion kilowatt-hours, the largest in the world and more than double that of the United States. In July and August 2025, monthly electricity consumption each surpassed 1 trillion kilowatt-hours, setting a global record, yet there were no widespread power shortages and no price increases.

How has China achieved this? 

A key factor is treating electricity as a public good and prioritizing universal access. Forty-six ultra-high-voltage (UHV) transmission projects form major corridors that carry electricity from west to east and from north to south across the country. 

Meanwhile, China’s “East Data, West Computing” strategy places data centers in regions rich in renewable energy resources, allowing wind and solar power from western China to be converted into computing power and transmitted through fiber-optic networks to users across the country and around the world.

At the same time, breakthroughs in large-scale hydropower stations, advanced nuclear power units and heavy-duty gas turbines have steadily strengthened China’s power generation capacity.

What truly distinguishes China is not just individual transmission line or power plant, but a system capable of mobilizing resources to deliver major projects. In the United States, while the need to upgrade the power grid is widely recognized, market participants are often reluctant to invest in infrastructure with long payback periods.

China, by contrast, emphasizes a moderately proactive development approach. Even before power shortages arise, transmission lines and power plants are planned and built in advance to ensure future supply. The country also takes a nationwide approach to optimizing resource allocation.

Last month, the State Grid Corporation of China announced that its fixed-asset investment during the 15th Five-Year Plan period (2026-2030) is expected to reach about 4 trillion yuan ($580 billion), a 40 percent increase from the 14th Five-Year Plan period. 

While others are still preoccupied with immediate electricity supply challenges, China is already acting early, laying a solid foundation for the high-quality development of its energy system and providing stronger support for the future intelligent economy.

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Inside China’s first quantum-powered demonstration substation 

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By Xu Jing, People’s Daily

Quantum technology is beginning to transform the way China’s power grids operate. At the 220-kilovolt Houdian Quantum Application Demonstration Substation in Hefei, east China’s Anhui province, a suite of advanced quantum technologies is now in use. These include diamond-based quantum sensing materials to monitor current fluctuations, quantum-dot gas sensors to detect potential cable fire hazards and partial discharge faults inside switchgear, and other innovations that strengthen the intelligence, safety, and efficiency of grid operations.

Commissioned in November 2024, the facility is China’s first demonstration substation dedicated to the systematic application of quantum technologies. It has deployed 85 independently developed quantum devices across 18 categories, covering quantum sensing, quantum communication, and quantum computing. 

The project represents a pioneering effort to integrate quantum technologies into power grid engineering, offering a new technological solution to the challenges faced by conventional power grids while supporting the development of a new-type power system.

The substation also represents a new generation of fully unattended intelligent substations.

“We have replaced many manual inspection tasks with high-precision quantum sensing equipment,” said Tian Teng, a young engineer at the digitalization institute of the electric power research institute under State Grid Anhui Electric Power Co., Ltd. “The new system can identify and diagnose equipment defects much faster, reducing both inspection costs and operating expenses.”

Inside the high-voltage switchgear hall, rows of power equipment operated steadily. Standing beside an out-of-service switchgear cabinet, Tian pointed to a small device mounted on its side.

“This is a quantum-dot multi-parameter sensor,” he explained. “It continuously monitors the cabinet’s internal environment and detects signals associated with partial electrical discharge, enabling us to assess the condition of the switchgear.”

He then pointed to another compact device attached to a cable beneath the cabinet.

“This is a distribution network current sensor. It monitors line loading in real time and can quickly and accurately locate faults along the transmission line.”

Quantum technologies are embedded throughout the facility — not just in these compact sensing devices.

Quantum technologies are embedded throughout the facility — not just in these compact sensing devices. A quantum lidar system installed on the rooftop monitors atmospheric particles and cloud conditions within a 15-kilometer radius, providing early warnings of weather-related risks.  Quantum attitude sensors mounted on transmission towers can detect magnetic field changes as small as 1/10,000 of the Earth’s magnetic field, enabling highly accurate monitoring of tower alignment. 

Besides, quantum encryption equipment supports both fiber-based quantum secure communications and “5G + quantum” encrypted communications, significantly enhancing cybersecurity across the power network.

The innovation extends beyond physical equipment. The substation has adopted a quantum computing-based approach for power flow analysis, which has been validated using the topology of a real-world power grid on Origin Wukong, China’s domestically developed quantum computer.

“This breakthrough provides an entirely new technical approach for large-scale power grid simulation,” Tian said. “It is expected to further improve the real-time analytical and computing capabilities of power systems.”

Why did China build this quantum-powered substation?

According to Tian, conventional power grids are increasingly facing three major challenges as renewable energy and power-electronics-based equipment become increasingly widespread: limited accuracy in equipment condition monitoring and delayed response; insufficient security for data transmission and control instructions; and the computational limitations of conventional computers when making rapid decisions for increasingly complex grid operations.

Developing a new-type power grid supported by quantum technologies has become an inevitable choice, he said.

Developing the necessary equipment, however, was far from straightforward.

There were no domestic precedents, no established standards and no mature technical solutions to follow, said Zhao Long, head of the power quantum sensing laboratory at the electric power research institute under State Grid Anhui Electric Power Co., Ltd.

“The biggest challenge came when supplies of high-quality diamond sensing materials were cut off by overseas suppliers, bringing the project close to a standstill,” he added.

The team eventually partnered with domestic materials researchers to develop customized alternatives. After repeated rounds of experimentation and testing, they achieved a breakthrough.

New engineering challenges soon emerged, including electromagnetic interference and adapting laboratory technologies to real operating conditions.

“For several consecutive months, we spent our days at the substation collecting data and tuning system parameters, and our nights back in the laboratory refining algorithms and improving packaging and shielding designs,” Zhao recalled.

“When the quantum current transformer finally displayed accurate readings on the monitoring screen, everyone on the team burst into applause. We had successfully bridged the ‘last mile’ from laboratory research to real-world engineering.”

According to project estimates, the application of quantum technologies enables the Houdian demonstration substation to reduce annual electricity measurement errors by more than 500,000 kilowatt-hours, while significantly improving the reliability and economic efficiency of grid operations.

Several quantum technologies first demonstrated at the substation have since been deployed elsewhere across Anhui province and are now being introduced to more regions across China.

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Chinese robots expand global reach through diverse applications 

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By Ouyang Jie, Liu Junguo, People’s Daily

From factories and power plants to warehouses and emergency response sites, Chinese-made robots are increasingly being deployed across a wide range of applications worldwide. 

This expansion reflects not only the rapid growth of China’s robotics industry but also the ability of Chinese companies to develop products tailored to diverse market needs, improve service capabilities, and build localized operations overseas. 

At the assembly workshop of Pudu Robotics, a Chinese service robotics manufacturer located in Jianhu county, east China’s Jiangsu province, five production lines were running at full capacity for 10 hours. 

Workers at assembly stations were installing new batches of lidar modules into robot bodies. The company’s production schedule has already fully booked through 2027, with factory production plans significantly tighter than last year.

Founded in 2016, Pudu Robotics has focused on the global commercial service robot market. It has shipped more than 130,000 units and served over 50,000 end customers worldwide. 

Since the beginning of this year, the company’s exports have already exceeded the total volume of the previous year, with products sold to 85 countries and regions. Its cleaning robots, in particular, have maintained year-on-year export growth of more than 100 percent for consecutive years, accounting for 29 percent of the global commercial cleaning robot market.

Pudu Robotics is just one example of Chinese intelligent robot companies expanding into overseas markets. According to customs data from Shenzhen, south China’s Guangdong province, exports of various types of robots from Shenzhen reached 6.94 billion yuan ($1.03 billion) in the first half of this year, representing a tenfold increase year-on-year. These products were shipped to more than 110 countries and regions.

Strong technological capabilities are at the core of the global competitiveness of Chinese manufacturing.

“Our quadruped robots have officially started operations at a nuclear power plant in Switzerland, carrying out frequent and routine autonomous inspections in high-risk areas,” said Yao Hengyan, assistant general manager of DEEP Robotics in Hangzhou, east China’s Zhejiang province.

The robot can climb slopes as steep as 45 degrees, navigate narrow spaces between equipment and access areas that are difficult for humans to reach. Equipped with thermal imaging and acoustic sensors, it can accurately detect potential hazards such as leaks, abnormal temperatures, and unusual equipment noises. 

Inspection data is uploaded in real time to a digital management platform, which can automatically issue alerts and initiate responses once anomalies are detected.

Besides, the quadruped robots of the company are also used for factory security and underground pipeline inspection in Switzerland.

A diverse product portfolio has enabled Chinese robots to adapt to a broad range of global application scenarios.

Pudu Robotics has divided the market into 16 major industries and more than 800 categories of specific applications and tasks based on customer needs, said Zhang Tao, founder and CEO of the company. The company has continuously optimized the overall performance of its products to ensure they are “functional, user-friendly, and durable” in complex environments.

It has established four major product lines covering delivery, cleaning, industrial, and general-purpose embodied intelligence robots, with applications spanning multiple sectors, including manufacturing and warehousing logistics.

The successful deployment of DEEP Robotics’ quadruped robots at a Swiss nuclear power plant, where safety standards are extremely demanding, demonstrates the stability and reliability of China-made robots, Yao said. 

The company has reached an agreement with its Swiss client to expand cooperation, and its robots, which can adapt to complex terrain and extreme weather conditions, have already been deployed in energy, industrial, and emergency response scenarios in various parts of the world.

As they continue to explore overseas markets, many Chinese robotics companies are shifting from simply exporting products to building localized brands and service networks.

Competition in China’s service robot sector has moved beyond price-performance advantages and entered a new stage where quality, brand recognition, and service capabilities are equally important, Zhang said. Customers are looking for not just a machine, but a comprehensive solution that can operate reliably over the long term.

To meet these needs, Pudu Robotics has established local offices and service centers in major global markets and built a cooperation network involving more than 1,000 distributors. The network provides partners with full-process support, including pre-sales consultation, sales assistance, deployment, after-sales maintenance, and rapid spare parts response, helping customers overcome concerns about adopting complex technologies.

The current penetration of robots remains relatively low, leaving broad room for future growth, Zhang said. As robots become increasingly integrated into various industries, different application scenarios will require different types of robots and capabilities. The company hopes to develop a unified “intelligent brain” for robots that can empower various products in fields such as delivery, cleaning, and industrial applications.

Pudu Robotics will continue expanding investment in technological innovation and product upgrades, making robots increasingly intelligent and capable of serving more industries worldwide, Zhang added.

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Wuxi’s “Token Supermarket”: A one-stop AI model platform for local businesses

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By Yao Xueqing, People’s Daily

When Li Tao, the software department supervisor at Sevice — a security technology company based in Jiangsu — opened Wuxi’s AI industry service platform, he navigated straight to the “Token Supermarket” on the homepage. He logged into his account to check usage metrics and his remaining balance.

Li’s company specializes in intelligent security, with software development as its core business. “Since last year, AI has handled 85 percent of our software development workflows,” Li said. The company needs to purchase tokens from various large language model platforms, with fees calculated based on usage.

Initially, the company’s demand for tokens was limited, and the cost was almost negligible. But as computing needs grew rapidly, monthly expenses increased. Different large models have different capabilities and applications, Li said. Companies not only have to cope with rising costs, but also manage and maintain multiple accounts and switch between different models, he added.

In May this year, Wuxi rolled out this city-level “Token Supermarket.” Li Tao visited the platform the very day it went live. Lined up on its virtual “shelves” were over 20 mainstream large models, covering nearly all those widely adopted by enterprises.

Thanks to the platform’s centralized procurement, most offerings are available at favorable rates. Even more convenient, users need only a single registered account to call upon different large models on demand.

The company immediately decided to register with the “Token Supermarket” and top up its account. Li did the math: with a monthly recharge of 20,000 yuan ($2,963), more than 30 engineers can use 4 billion to 5 billion tokens. The complimentary concurrent-access benefit package has also enabled more than 30 employees to work efficiently in parallel.

As a result, the company has cut research and development costs by nearly 30 percent, shortened software development cycles from two weeks to less than one week, and increased efficiency by 50 percent.

Why did Wuxi launch such a “Token Supermarket,” and what makes it unique?

According to Zhu Yiqing, deputy general manager of Wuxi Digital New Infrastructure Co., Ltd., which operates the platform, token usage is growing rapidly, but companies still face challenges such as high costs, complicated management of multiple AI model accounts and difficulties in calculating expenses.The “Token Supermarket” was developed to provide a one-stop purchasing platform and has already served more than 50 enterprises.

Its customers include not only companies like Li’s that purchase tokens to assist with daily office work, but also many enterprises that buy tokens as “bulk raw materials” for further processing and development.

Dramasmaker, a startup developing AI-powered animated storytelling production tools, is one such customer. The company was founded in August last year and spent more than six months independently developing a one-stop animation production system, which entered the testing and production phase in May of this year, said general manager Wei Jianfei.

The company needs to purchase large amounts of tokens, resulting in high costs. During the early startup stage, this placed considerable pressure on its cash flow, Wei said.

Zhu noted that the “Token Supermarket” can also be connected with financial services, with financial products to be integrated into the platform’s payment system.

Notably, staff members of the “Token Supermarket” are currently sprucing up its virtual premises: alongside an existing “brand zone,” a new “local-source offerings zone” has been rolled out.

According to Zhu, Wuxi’s computing-power industry is developing rapidly, with 19 intelligent computing centers now up and running, most of which deliver computing power for immediate sale. 

Tokens generated by these intelligent computing centers are listed on the “Token Supermarket,” bringing cost-competitive options for users. The platform also bolsters the local computing-power sector while serving small and medium-sized enterprises.

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