At present, the information construction of colleges and universities has transitioned from digital campuses to smart campuses. Laboratories are important places for colleges and universities to carry out teaching practice and talent training. They should accelerate the construction of smart laboratories and create smart IoT and open smart teaching spaces. However, after the Nofei R&D team conducted in-depth research in overseas Chinese universities, they found that traditional laboratories have many pain points that need to be solved urgently:
Laboratory safety risks are high
The laboratory covers a wide range of disciplines, involves a large number of students, has a large amount of experimental teaching tasks, and involves many types of instruments, equipment and materials, with high potential safety hazards and risks.
The application level of information technology is low
Experimental teaching is still in a state of being developed in the process of campus informatization construction and has not kept pace with the overall construction of school education informatization.
Imperfect management mechanism construction
The daily management of school laboratories is quite difficult, with few management personnel, heavy safety responsibilities, high work intensity, and many types of laboratories. Manual management is time-consuming, labor-intensive, and prone to errors.
Unreasonable allocation of laboratory construction resources
Laboratory construction lacks overall planning, space utilization is unreasonable, and laboratory utilization rate is low.
Data statistical analysis and reporting
Statistics on the use of laboratories and experimental instruments and equipment require the collection of a large amount of basic data, which has a long time span, high work intensity and high error rate.
The intelligence of university laboratories does not mean piling up a single new device. What is more important is the overall linkage of professional equipment, data analysis, remote control, platform management, etc. The need to form a unified whole will effectively promote the intelligent construction of laboratories, so that school laboratories have the characteristics of safety, economy, and intelligence, and promote the intelligence of education construction information.

Nofeil has tailored a smart laboratory management platform for colleges and universities.Based on information technology, machine vision, pattern recognition and other artificial intelligence technologies,Seven functional systems have been built: experimental teaching information system, equipment management system, large instrument and equipment sharing system, intelligent environment perception system, intelligent power management system, intelligent access control system and video surveillance system.Create a three-in-one smart laboratory ecosystem that integrates business systems, middle-office management, and intelligent prediction.

This system adopts a typical Internet of Things architecture to establish an intelligent control system with intelligent control as the foundation, data flow as the backbone, software support platform as the entrance, and various business application modules flexibly matched. Through intelligent control, data collection, identity authentication and statistical analysis, the purpose of intelligent and safe management of the laboratory is achieved.
This project consists of front-end intelligent control equipment and back-end business management platform. The front-end control equipment is responsible for intelligent control of laboratory access control, equipment power supply and data collection and upload, and the back-end business management platform is responsible for data analysis, output and management of various businesses. The two complement each other in function and are indispensable. Based on stable and reliable intelligent control equipment, through a variety of business application modules, the laboratory operation status and related information can be accurately understood to meet the school's needs for intelligent laboratory management to the greatest extent. At the same time, it also provides an efficient and convenient channel for the teaching practice and independent innovation of teachers and students in the school, transforming daily management work from extensive to refined, reducing the investment of human, material, financial and other resources, and improving the management level.
By using the smart laboratory intelligent control platform built by Nofeil, colleges and universities have gained the following value:
Through the intelligent environmental perception system, intelligent power management system, intelligent access control system and video surveillance system, the management efficiency and safety of the laboratory have been effectively improved, orderly management of personnel and equipment has been achieved, and the intelligent operation of various laboratory businesses has been supported.
Break down data and information silos and improve efficiency
Based on intelligent access and sensing devices, teachers, students and physical objects are associated and interacted through intelligent data connections, which effectively improves the work efficiency of teachers and administrators, enhances the openness and sharing of laboratories, and realizes smart experimental teaching.
Providing decision support
By deeply mining all data related to the demonstration equipment, we can fully understand the operating status of the equipment and provide a decision-making basis for equipment demonstration, replacing the demonstration based on experience and preference.Decision-making model, significantly improving the efficiency and quality of equipment demonstration decisions.04
The application of equipment management systems and large-scale instrument and equipment sharing systems can fundamentally change the original extensive management methods, improve the efficiency of collaborative management, and realize unified, standardized, centralized and refined management of university equipment based on equipment types, attributes and functions.
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Powerful middle-office management provides support for the high-frequency and ever-changing business systems of university laboratories. The business systems and middle-office management provide massive data for intelligent prediction. Intelligent prediction uses AI algorithms to output prediction suggestions, which feed back to the efficient operation of the business system, and ultimately help universities accelerate innovation in scientific research.
Nofeil adheres to the research and development concept of "Internet of Everything thinking, digging deep into user pain points, and building smart systems". It provides customers with one-stop smart laboratory construction services with a professional team of digital consultant experts, and uses the platform's resource advantages to provide customers with more products and high-quality services, truly achieving cost reduction and efficiency improvement for customers' digital transformation.