(This is a series of articles, click the blue text above to follow our public account for the full series)，关注公众号查看全系列内容） In the heart of smart factories, there are two crucial types of equipment that act like the nervous system, receiving information from all directions and issuing precise commands to drive every aspect of the production … Read more
1. The “Impossible Triangle” of Industrial Data Transmission: Real-time? Reliable? Low Cost? Industrial sites have three conflicting demands for data transmission:✅ Low Latency (alerts must be fast)✅ High Reliability (data cannot be lost)✅ Low Resource Usage (limited computing power/bandwidth on edge devices) —— Traditional solutions struggle to balance these: Modbus TCP Medium (polling jitter) Low … Read more
To address the issue of node overload and even failure due to resource constraints in the Industrial Internet of Things (IIoT) edge computing environment, the author proposes a fault tolerance method based on edge intelligence called SGAT-GAN (Sparse Graph Attention-based Generative Adversarial Network). This method integrates a fault prediction mechanism and utilizes Fault Embedding Encoder … Read more
| A smart revolution driven by the integration of 5G and the Industrial Internet of Things (IIoT) is sweeping through global factory workshops. From chili processing to chemical fiber production, from mining machinery to medical equipment, the era of intelligent manufacturing with interconnected devices has fully commenced.The world’s first international standard for industrial 5G has … Read more
The Internet of Things (IoT) is changing the way we live and work at an unprecedented pace. By connecting physical devices and enabling data sharing, the IoT is sparking a revolution across various fields. From smart homes to industrial automation, from agriculture to energy management, the application cases of IoT are emerging one after another, … Read more
Ultra High-Density Interconnect (UHDI) technology is rapidly transforming the design and deployment of intelligent systems in Industry 4.0. UHDI supports highly miniaturized, high-performance, and densely packaged electronic products, making it a key driving technology for the future of smart, interconnected, and automated industries. This article explores the synergy between UHDI and Industry 4.0 technologies, highlighting … Read more
