It has demonstrated to customers from all over the world "providing safe, reliable, green and environmentally friendly energy storage products and solutions worthy of user trust for all mankind".

When the "double carbon" goal becomes the core consensus of global energy transformation, technological innovation and industrial upgrading are no longer a "one-man show" by a single subject, but a "symphony" of collaboration among multiple parties. The strategic partnership previously reached between Tuojia New Energy and the Hong Kong University of Science and Technology (Guangzhou) is a vivid practice of this trend - taking school-enterprise cooperation as the core link, linking the government, industry, and the upstream and downstream of the industrial chain, forming a closed loop of "scientific research and innovation-industrial implementation-ecological co-construction" to jointly break the technical bottleneck of the energy industry, promote the transformation of the future energy industry to "intelligent, low-carbon, and efficient", and inject Chinese power into the global energy revolution.

1. Technological innovation: Taking "AI + Energy" as the core to break through the underlying logic of industrial upgrading

The core competitiveness of future energy technology lies in "cross-field integration" and "precision empowerment." The "Energy AI Innovation Laboratory" jointly built by Tuojia New Energy and Hong Kong University of Science and Technology is leveraging three major technological breakthroughs to promote the upgrading and reconstruction of the entire energy industry, and this process always runs through the core logic of "collaborative innovation".

The first is the collaborative breakthrough of material research and development and scene requirements. Traditional energy technology innovation often falls into the dilemma of "disconnection between laboratory and industry", but the cooperation between Tuojia and HKUST completely breaks this barrier: Relying on its profound accumulation in the fields of energy AI and materials science, HKUST has built an intelligent database and digital twin model covering more than 100 types of carbon capture materials to achieve "algorithm optimization of material formulas"” ； Tuojia relies on its own scene resources covering thermal power, chemical industry, shipbuilding and other industries to provide real working condition data and allow the algorithm to be iteratively upgraded in "industrial actual combat". For example, for shipping, a mobile emission source, the two parties jointly developed a customized carbon capture solution that uses AI algorithms to match the "low concentration, large fluctuations, and limited space" characteristics of ship exhaust, compressing the volume of the capture device by 30% and reducing energy consumption by 25%. This innovation not only solves the industry pain point of ship carbon reduction, but also fills the gap in carbon capture technology for global mobile emission sources and provides a "scenario-based technology template" for industrial upgrading.

The second is the collaborative empowerment of intelligent dispatching across the entire chain. The upgrading of the future energy industry is inseparable from the improvement of efficiency in the entire chain of "power generation - energy storage - transmission - energy use". The energy system intelligent dispatch platform developed by Tuojia New Energy and Hong Kong University of Science and Technology achieves the optimal allocation of energy resources through the three-party collaboration of "scientific research algorithm + industrial data + power grid demand". The platform not only integrates the real-time operation data of Tuojia's photovoltaic and energy storage projects, but also accesses the load curve of China Southern Power Grid and the AI weather forecast model of Hong Kong University of Science and Technology. It uses algorithms to dynamically adjust energy storage charging and discharging strategies and photovoltaic output dispatching plans, increasing the new energy consumption rate to more than 95% and reducing operation and maintenance costs by 30%. This innovative model of "cross-subject data collaboration" breaks the "data island" in the energy industry and provides an "intelligent operation paradigm" for industrial upgrading.

The third is the coordinated advancement of pilot verification and large-scale promotion. As technology moves from the laboratory to the market, the pilot stage is the key bridge. The leading energy AI pilot platform in South China jointly built by both parties is not an "independent facility" for a single enterprise or university, but a "public innovation carrier" linking the government, industry associations, and industry chain enterprises.”: Nansha District Government invests special funds to support equipment upgrades and provides policy endorsement ； Guangzhou Shipbuilding International, a thermal power group in Guangdong and other companies participated in the design of the pilot scheme and provided real application scenarios ； Equipment suppliers and Tuojia jointly optimize the industrial adaptability of the pilot plant and reduce large-scale production costs. This pilot mechanism of "multiple parties participating and benefit sharing" has shortened the pilot cycle of technologies such as AI carbon capture and intelligent dispatch by 40%, and increased the success rate of industrialization to 85%, clearing the "last mile" obstacles for industrial upgrading.

2. Industrial upgrading: Based on "collaborative ecology", we will build a new paradigm for the future energy industry

If technological innovation is the "core" of industrial upgrading, then collaborative ecology is the "skeleton" of industrial upgrading. Tuojia New Energy is focusing on school-enterprise cooperation, linking governments, industries, and industrial chains to build a multi-level collaborative ecosystem and promote the energy industry to leapfrog from "single point breakthrough" to "system upgrade."

Government, enterprises and schools collaborate to create a model for regional industrial upgrading. With the support of the Nansha District Government, Tuojia New Energy and Hong Kong University of Science and Technology are jointly building an "Energy AI Low-Carbon Demonstration Park". This park is not a simple "technology display window", but an industrial upgrade carrier with deep integration of "government, industry, academia, research and application": The government provides land, tax incentives and special R&D funds to attract new energy industry chain companies to gather. ； HKUST has set up a scientific research branch in the park to carry out cutting-edge technology research and development and talent training. ； Tuojia uses the park as the core to promote the large-scale application of AI carbon capture, intelligent energy storage and other technologies, forming a complete ecological chain of "technology research and development - pilot test verification - industrial application - talent output". It is expected that after the park is completed, it will boost the output value of the regional new energy industry by 50 billion yuan, attract more than 200 upstream and downstream companies to settle in, and become a "Nansha model" for the upgrading of the national energy industry, providing a replicable and promoteable collaborative development model for other regions.

Industrial chain collaboration reshapes industrial division of labor and value distribution. The upgrading of the energy industry in the future requires the coordinated efforts of all links in the industry chain. Tuojia New Energy is using core technology as a link to promote the transformation of the industrial chain from "linear division of labor" to "network collaboration": Upstream, we jointly develop AI-adaptive products with photovoltaic module and energy storage battery suppliers, optimize material performance through algorithms, and reduce upstream production costs. ； Going downstream, we provide "customized + integrated" energy AI solutions to end users such as thermal power, chemical industry, and ships. We not only export technical products, but also provide value-added services such as carbon management consulting and operation and maintenance services. ； Open up some non-core technology platforms and data interfaces to peers, build a "technology sharing alliance" with small and medium-sized new energy companies, and jointly promote the formulation of industry standards. This "collaborative and win-win" industrial chain model breaks the "zero-sum game" competition pattern of traditional industries, increases the innovation efficiency of the entire industry by more than 30%, and promotes the upgrading of the energy industry in the direction of "high quality and sustainability".

Industry collaboration leads the global energy transformation discourse. In the wave of global energy transformation, China's energy industry needs to leapfrog from "following" to "leading", and industry collaboration is the key. Tuojia New Energy is joining forces with Hong Kong University of Science and Technology, China Energy Research Association, China Southern Power Grid and other institutions to launch the "Global Energy AI Innovation Alliance" to bring together the world's top scientific research forces and industrial resources, focus on core areas such as carbon capture and intelligent energy management, and carry out cross-country and cross-industry technical research and standard formulation. At present, the alliance has attracted more than 30 institutions from 12 countries to participate. The jointly developed "Global Carbon Capture Materials Intelligent Database" has covered more than 200 materials and more than 500 industrial scenarios. The relevant technical standards have been included in the reference blueprint of the ISO (International Organization for Standardization) Energy AI Technology Working Group. This "industry collaboration + international cooperation" model not only enhances the global voice of China's energy technology, but also promotes the upgrading of the global energy industry in the direction of "more efficient, more inclusive, and lower carbon".

3. Future Outlook: Taking the "original aspiration of collaboration" as the rudder, sailing towards the new blue ocean of energy revolution

拓嘉新能源推动的能源技术创新与产业升级，本质上是一场 “协同精神” 的实践 —— 它打破了科研与产业的壁垒，联动了政府与市场的力量，连接了国内与国际的资源，最终实现 “1+1+N>∞” 的协同效应。这种协同模式，为未来能源产业的发展提供了三大核心启示：

First, technological innovation must “take root in the industrial soil.” Scientific research that is divorced from industrial needs is a "castle in the air", and an industry without scientific research support is a "water without a source". The cooperation between Tuojia and Hong Kong University of Science and Technology proves that only by letting scientific researchers enter the factory and letting industrial needs guide the direction of the laboratory can technological innovation truly become the "engine" of industrial upgrading.

Second, industrial upgrading must “build an ecological pattern.” It is difficult for a single enterprise's technological breakthrough to change the development pattern of the entire industry. Only by linking the government, universities, industrial chains, industry associations and other parties to build an "open, shared, win-win" collaborative ecosystem can a "synthetic force" for industrial upgrading be formed and promote systemic changes in the entire industry.

Third, global transformation must “adhere to collaboration and win-win results.” The energy crisis and climate change are common challenges for all mankind, and no country or company can survive alone. The international cooperation alliance initiated by Tuojia New Energy proves that only by replacing competition with collaboration and replacing barriers with cooperation can we promote global energy technology innovation and industrial upgrading and realize the sustainable development of a community with a shared future for mankind.

Standing at the crossroads of the energy revolution, Tuojia New Energy is adhering to the original intention of "collaborative symbiosis", joining hands with the Hong Kong University of Science and Technology and all parties to bravely move forward on the track of technological innovation and lead the wave of industrial upgrading. In the future, with the technological iteration of the "Energy AI Innovation Laboratory", the implementation of the "Low Carbon Demonstration Park" and the continued expansion of the "Global Innovation Alliance", this energy revolution with collaboration as its core will surely provide more efficient solutions for the realization of the global "double carbon" goal and inject continuous power into the future energy security and sustainable development of mankind.