In the digital wave where 5G and AI technologies are deeply integrated, edge computing, as a key hub connecting the cloud and terminals, is becoming the core engine to unleash the intelligent potential of industries. TENSORTEC TS-NV-P100 series AI edge computing power box, with its cutting-edge hardware architecture, powerful computing power support and flexible scene adaptation capabilities, redefines the technical benchmark of edge computing devices, providing "strong computing power, low latency and high reliability" underlying support for the intelligent transformation of thousands of industries.
Four core highlights: Redefining the standard of edge computing power
1. NVIDIA architecture Empowerment: The ultimate balance between computing power and energy efficiency
The T-NV-P100 series AI edge computing power box from TENSORTEC is based on high-performance ARM architecture platforms such as NVIDIA Jetson Xavier NX/TX2 NX/NANO/ORIN NX/ORIN NANO, and builds a full-scenario computing power matrix with memory ranging from 4GB to 16GB. Among them, the ORIN NX version is equipped with the new-generation NVIDIA AI TensorRT engine, which can achieve an AI computing power output of up to 157TOPS, easily handling complex algorithm tasks such as multi-object detection, image recognition, and semantic segmentation. What is more worth noting is that this product adopts an efficient heat dissipation solution of purple copper sheets and condensing silicone grease, which can still maintain stable computing power output in industrial wide-temperature environments, truly achieving the perfect unity of "super computing power" and "ultra-low power consumption".
Second, the full-stack development environment shortens the algorithm implementation cycle by 50%
In response to the pain points of algorithm transplantation in AI development, the TS-NV-P100 series AI edge computing power box from TENSORTEC pre-integrates the Nvidia Jeston Jetpack development environment and deeply supports underlying acceleration libraries such as CUDA, cuDNN, and OpenCV. Compatible Caffe TensorFlow/Pytorch Mxnet/Paddle Lite mainstream framework, etc. The actual measurement data of a certain smart factory customer shows that when deploying industrial defect detection algorithms based on this platform, the development cycle has been shortened from three months of the traditional solution to 1.5 months, significantly lowering the threshold for technical implementation. This "out-of-the-box" development experience enables enterprises to focus more on algorithm optimization and business innovation.
Iii. Industrial-grade interface matrix, building edge nodes for the Internet of Everything
The TS-NV-P100 series AI edge computing power box from TENSORTEC is equipped with a rich array of interfaces including 2USB3.0, 1HDMI, 2RS485, 1RS232, 3DI3DO, and 1*CAN. It supports independent IP Settings for dual gigabit network cards and can meet security networking requirements such as isolation between internal and external networks. Most importantly, the TS-NV-P100XXXX -T02 version of the AI edge computing power box integrates a 5G+Wi-Fi+GPS module, combined with the M.2 NVMe SSD expansion capability. It not only meets the high-speed data processing requirements of fixed scenarios but also ADAPTS to the real-time communication needs of mobile scenarios such as vehicle-mounted and inspection. In a certain smart transportation project, this product simultaneously connects to the transportation dedicated network and the Internet through dual network ports, achieving seamless collaboration between vehicle flow data collection and cloud dispatching.
Four. Hardcore industrial design, setting a reliability benchmark in extreme environments
The TS-NV-P100 series AI edge computing power box from TENSORTEC features full-chain industrial-grade optimization from hardware to software. It has electrical protection capabilities against surges and lightning strikes, and supports a wide-temperature operating environment ranging from -20℃ to 60℃. With a compact design of 195.6*125.0*53.5mm, the body is compatible with various installation methods such as desktop, wall-mounted and cabinet, and can still operate stably in harsh working conditions such as dust and vibration. An application case of a certain petrochemical enterprise shows that the product has been continuously operating in the high-temperature and high-humidity environment of the refining and chemical workshop for 18 months, with a failure rate of less than 0.3%, far exceeding the industry average.
Eight application scenarios: The value closed loop from concept to implementation
Smart Security: Building an intelligent defense line with all-domain perception
In scenarios such as communities, parks, and banks, the T-NV-P100 series AI edge computing power box from TENSORTEC connects multiple high-definition cameras and utilizes the built-in AI computing power to complete real-time face recognition, behavior analysis, and abnormal early warning. In a certain urban complex project, 20 TS-NV-P100 devices formed an edge computing cluster, achieving real-time analysis of over 1,500 monitoring points. The accuracy rate of suspicious person identification was increased to 99.2%, and the incident response time was shortened from 30 seconds in the traditional solution to 5 seconds.
Smart Transportation: Building a Digital Foundation for Vehicle-Road Coordination
For scenarios such as holographic intersections and road maintenance, the product enables high-speed communication between roadside devices and the cloud through 5G+ dual gigabit Ethernet ports. Combined with NVIDIA's visual processing capabilities, it can complete real-time traffic flow statistics, violation detection, and road disease identification. In a provincial smart highway project, TENSORTEC TS-NV-P100S AI edge computing box (ORIN NX version) has built a 500-meter radius road holographic perception network by processing 16 channels of millimeter-wave radar and video data, providing real-time road condition information for autonomous driving vehicles.
Work safety: Weaving intelligent protective nets for industrial sites
In scenarios such as smart construction sites, factories, and warehouses, the product connects various sensors through RS485/CAN interfaces and uses AI algorithms to achieve risk warnings for smoke and fire detection, personnel crossing boundaries, and equipment abnormalities. An application case of a certain automotive manufacturing base shows that the TS-NV-P100M AI edge computing box (TX2 NX version) of TENSORTEC conducts real-time monitoring of over 200 workstations in the welding workshop, reducing the rate of safety accidents by 82% and saving the enterprise over 3 million yuan in direct losses annually.
Industrial Vision: Unlocking the Quality Code for Smart Manufacturing
In response to the demands of industrial vision inspection, the product, with its powerful GPU computing power, simultaneously processes 8 channels of 4K industrial camera data, supporting applications such as solder joint inspection, size measurement, and surface defect recognition. After a certain electronic component production line introduced the TS-NV-P100 AI edge computing power box (16GB) from TENSORTEC the quality inspection efficiency was increased from 300 items per hour manually to 3,000 items per hour, and the defect recognition accuracy rate reached 99.8%, completely solving the efficiency and consistency problems of traditional manual quality inspection.
Smart Inspection: Reshaping the Unmanned Operation and Maintenance Paradigm
In scenarios such as power inspection and oil and gas pipelines, the TS- NV-P100XXXX -T01 version of the AI edge computing power box from TENSORTEC enables the positioning and communication of mobile inspection equipment through a GPS+4G module, and combines image recognition technology to complete the assessment of equipment status. After a certain power grid company adopted this solution, the inspection efficiency of transmission lines was increased by 10 times. The single inspection cycle was shortened from the traditional 7 days of manual inspection to 12 hours, and the labor cost was reduced by 90% at the same time.
Smart Finance: Building a Security Barrier for Digital Outlets
For scenarios such as smart outlets and vaults, the product is connected to the high-definition monitoring system through the HDMI interface and uses AI algorithms to achieve functions such as personnel identity verification and tailgating intrusion detection. After a large bank deployed the TS-NV-P100LAI edge computing box (Nano version) from TENSORTEC the recognition rate of abnormal behaviors in the ATM area was increased to 98.7%. At the same time, through edge computing, sensitive data was prevented from being uploaded to the cloud, meeting the strict compliance requirements of the financial industry.
New Retail: Activating Intelligent Experiences in Offline Scenarios
In scenarios such as supermarkets and chain stores, the TES-NV-P100XAI edge computing box (ORIN Nano version) from TENSORTEC analyzes the customer flow data collected by cameras to achieve intelligent shelf management, customer behavior analysis, and precise marketing push. After a certain chain convenience store brand adopted this solution, the inventory turnover rate of individual items increased by 25%, and the conversion rate of promotional activities rose by 30%, truly achieving the digital reconstruction of "people, goods, and places".
Industrial machines: The intelligent brain that empowers device interconnection
As a core node of the industrial Internet of Things, the product connects to PLCS, sensors and other devices through rich industrial interfaces, and utilizes edge computing capabilities to achieve local data preprocessing and real-time control. After a certain smart factory adopted TENSORTEC TS-NV-P100S AI edge computing power box (16GB) to build an edge computing platform, the equipment's OEE (Overall Efficiency) increased by 18%, and the production cycle was shortened by 12%, demonstrating the core value of edge computing in the industrial field.
Full model matrix: Precisely matching the computing power demands of different scenarios
High-performance flagship models: TS-NV-P100 (16GB) and TS-NV-P100S (16GB) adopt the Xavier NX/ORIN NX platform and are suitable for complex scenarios with multiple concurrent tasks.
Cost-performance preferred: TS-NV-P100M (TX2 NX) and TS-NV-P100L (Nano) meet the demands of medium and small computing power with lower power consumption.
Lightweight Innovation model: The TS-NV-P100X (ORIN Nano) series, with 4GB/8GB memory configuration, provides a lightweight solution for edge AI.
Extended and enhanced version: TS-NV-P100XXXX -T01/T02/T03, through module and storage expansion, ADAPTS to mobile scenarios and large-capacity data requirements.
From technical architecture to scene implementation, the TS-NV-P100 series AI edge computing power box of Tengshi Technology, with the concept of "computing power in advance and intelligent penetration", promotes AI technology to move from the cloud to the edge and from concept to practice. In this era where computing power is productivity, Tengshi Technology is providing a solid edge computing power foundation for the intelligent transformation of thousands of industries through continuous technological innovation, making AI truly the core driving force for industrial upgrading.
