Unveiling the operation efficiency of the fully automated AI laboratory driven by intelligence in water quality monitoring
FPI's independently innovated fully automated AI water quality laboratory, relying on leading automation technology, highly integrated automated systems, and intelligent algorithms, has successfully achieved unmanned, automated, and intelligent operations from sample delivery, detection to data analysis, significantly improving the efficiency of ecological environment water quality monitoring and showcasing the deep integration and application of new productive forces in the field of ecological environment monitoring.
Whether it's water quality monitoring guarantee during the Hangzhou Asian Games, daily water sample testing in Jinji Lake, Suzhou, or fully automated laboratory water sample analysis in Fuxian Lake, Yunnan, FPI's innovative technology always plays an indispensable role at the forefront of water quality protection.
How does the fully automated AI water quality laboratory operate?
Every instrument in the laboratory is equipped with an independent display screen and is closely connected via a conveyor belt system. Samples are accurately allocated to their respective sample cups and automatically transported along the conveyor belt to the corresponding instruments for analysis. The core of this operation is meticulously controlled by the backend software system, achieving full automation, intelligence, and seamless integration throughout the process.
After the instruments collect data, the analysis results are immediately transmitted to the central software system, which summarizes and processes the data, displaying it in real-time on a large screen in the laboratory. The large screen clearly shows the water quality status at various sampling points, facilitating a quick overall understanding.
Compared to traditional water quality analysis laboratories, the fully automated AI water quality laboratory greatly reduces manual intervention through automated instruments and software systems, ensuring the efficiency and consistency of the entire analysis process. Even in situations with large volume of samples, multiple detection parameters, and tight deadlines, the laboratory can still quickly and efficiently issue water quality risk warnings, significantly enhancing response efficiency and capability.
'The fully automated AI laboratory for water quality is based on the national '9+X' project for sampling and analysis. It has successfully integrated various water quality monitoring technologies, combining innovative instruments such as ICP-MS, fully automated flow injection analysis, and fully automated ion chromatography to achieve full-process automated monitoring of multiple key indicators in water bodies, including permanganate index, ammonia nitrogen, total phosphorus, total nitrogen, COD, and others, providing reliable basic data for comprehensive water quality assessment,' Chen explained.
'When the sample quantity reaches a certain scale, the system utilizes intelligent algorithms to clean, organize, and analyze massive monitoring data swiftly. It can rapidly uncover trends in water quality changes, make predictions and early warnings, assisting relevant departments in making timely scientific decisions.'
From the 'dark laboratory' to 'machine vision,' advancing intelligent breakthroughs in environmental monitoring
As laboratory automation advances, the research and development team has also developed the 'dark laboratory' system, specifically designed for handling special samples such as blood analysis for drugs. Recently, the team successfully demonstrated this technology at the Hangzhou Public Security Bureau, showcasing its application potential.
Furthermore, the team has introduced 'machine vision' technology, enabling robots to be equipped with 'eyes' through image recognition and calculation using cameras, allowing them to autonomously locate targets. For example, during the sample processing, robots need to precisely place test tubes at specific locations, achieving accuracy at the millimeter level. This technology offers a new high-precision solution for environmental monitoring.
Embracing AI technology actively leads the intelligent transformation of high-end scientific instruments
The rapid development of AI is profoundly changing work and life. In terms of programming and algorithm optimization, AI provides powerful tools for developers to quickly identify optimal algorithms. The application of such AI tools not only enhances work efficiency but also enables programmers to focus on more creative tasks.
'We look forward to further integrating AI technology into laboratory solutions, driving the entire system towards a higher level of intelligence development, enabling monitoring technology to reach new heights.'
FPI consistently adheres to independent innovation, focuses on the main business, builds quality products, and leads in technological innovation. The company actively applies cutting-edge technologies such as AI, big data, Internet of Things (IoT), cloud computing, 5G, etc., continuously launching high-quality products and solutions to meet customer demands, vigorously promoting new productive forces, accelerating the development of industries towards high-end, green, and intelligent directions, advancing the independent controllability of core technologies, and contributing more significantly to China's goal of achieving high-level technological self-reliance and building a strong technological nation.