On June 5, the process industry’s first AI sequential large model TPT (Time-series Pre-trained Transformer) created by central control technology was released in Singapore for global users, and fully opened the industrial application. Dr. Ding Wenyue, a senior AI expert in central control technology, introduced the product with the theme of “Pioneering Industrial AI New Frontiers”.

 

TPT is based on the generative AI algorithm framework independently developed by the central control technology, and the integration training of mass production operation, process, equipment and quality data in different industries. TPT large model can greatly improve the modeling efficiency, unified industrial applications, with cross-working conditions, cross-device adaptation ability, to achieve high-precision, high-reliability closed-loop applications, will fully lead the process industry to accelerate the “intelligent change”!

01

5X00790G01 In-depth industrial core scenarios

In recent years, artificial intelligence (AI) technology has become one of the focuses of global attention, especially the application of generative artificial intelligence (AIGC), and human society has officially entered the era of universal grand model. In the industrial field, we began to explore the application of general large models in industrial scenarios, in order to improve production efficiency and solve industrial problems.

However, the industrial production process takes time series data as the main carrier, and the existing large models are difficult to reach the core industrial scenarios such as anomaly warning, operation optimization, control optimization and bottleneck analysis. Zhongcong Technology launched the process industry’s first AI timing large-scale model TPT, as a new generation of industrial intelligence engine, to innovate the way of data application and drive sustainable industrial development. This is the deep construction of the core capability of “AI+ data” committed by Zhongcong technology, and it is also a major achievement in promoting the breakthrough innovation and landing application of AI technology.

02

Multi-capability, cross-device and high reliability

TPT, a large-scale industrial timing model independently developed by central control technology, has three typical characteristics: “multi-capability”, “cross-device” and “high reliability”.
• Multi-capability

TPT integrates simulation and prediction capabilities to support a variety of tasks. Through long and short period prediction and dynamic and steady state simulation, TPT can unify industrial applications such as analysis, optimization, control and training, unify traditional modeling processes, comprehensively simplify technical systems, and effectively cope with complex industrial scenarios.

• Straddle device

TPT collects massive data of different devices for joint pre-training, and learns the general rules of operation of industrial devices. With a small amount of fine-tuning or zero fine-tuning, it can be reused between different devices and working conditions, showing amazing adaptability across devices and working conditions.
• High reliability

5X00790G01 Compared with the traditional AI model, TPT can more accurately match the production status, more inclusive and more reliable, and can directly control the device to achieve closed-loop operation, ensuring the long-term optimization of the production of the device.

03

Create a new paradigm for industrial applications

In the industrial field, TPT will completely subvert the problems of industrial application dispersion and data application fragmentation, and realize the new model of the factory from the original N models corresponding to N applications to now create a new model of software supporting a variety of application scenarios by a TPT model for the base.

At present, the industrial application of central control technology based on TPT has achieved breakthrough applications in chlor-alkali, thermoelectric, petrochemical and other devices. TPT allows the production device to be equipped with a “smart brain”, think and communicate autonomously like an expert, supervise and optimize the operation of the device, achieve the goal of improving efficiency, stable operation, increasing revenue, and solving unsolved problems.

At present, Zhongkong Technology is accelerating the accumulation and layout of generative general AI technology, adhering to the new mission and new vision, and is committed to becoming a global leader in industrial AI, promoting sustainable industrial development with AI, and opening the process industry to a new era of AGI. There is no doubt that the global launch of TPT and the gradual opening of large-scale industrial applications will be an important milestone in this great transformation.