Edge AI: From Proof of Concept to Production – Bringing Edge AI into Reality

Edge AI: From Proof of Concept to Production - Bringing Edge AI into Reality

The gap between planning and execution is often vast. A project that seems straightforward in theory, even with a controllable budget, orderly progress, and feasible technology, can encounter numerous obstacles once implemented. Transforming an idea into reality is not always smooth sailing; success largely depends on our ability to anticipate and navigate the unknown. In … Read more

BL118 Node-RED Edge Computing Gateway: The ‘Invisible Champion’ in Data Acquisition Scenarios

BL118 Node-RED Edge Computing Gateway: The 'Invisible Champion' in Data Acquisition Scenarios

In scenarios such as digital factories, smart buildings, and energy management, you will find a common point: the number of devices is increasing, protocols are becoming more complex, and business operations are becoming more real-time. In the past, we only needed to read data from devices and send it to the upper computer; however, now, … Read more

Internet of Things Engineering: Unlocking Future Technologies and Infinite Possibilities of ‘Soft and Hard Integration’

Internet of Things Engineering: Unlocking Future Technologies and Infinite Possibilities of 'Soft and Hard Integration'

In today’s rapidly advancing technology landscape,Internet of Things Engineering is undoubtedly a shining star. As a highly futuristic engineering discipline, it stands out on the technological stage like a “cross-disciplinary expert”. 1. Major Insights: A Composite Discipline of ‘Soft and Hard Integration’ Internet of Things Engineering is not simple; it does not solely focus on … Read more

AI Edge Computing: Transform Your Old Water and Electricity Meters into Smart Devices

AI Edge Computing: Transform Your Old Water and Electricity Meters into Smart Devices

Today, smart homes are booming, with various smart devices emerging one after another. However, many households still rely on traditional water, electricity, and gas meters, which require manual readings regularly, making it time-consuming and labor-intensive, while also lacking real-time data monitoring. This not only brings inconvenience but also makes precise energy management and savings difficult. … Read more

The Application Prospects of PCDN and CDN in Edge Computing

The PCDN and CDN play different but equally crucial roles in edge computing, with vast and promising application prospects. First, let’s quickly understand the core concepts: 1. CDN – Content Delivery Network · Core Idea: Cache content (web pages, videos, software packages, etc.) on servers geographically closer to users (at the network edge) to reduce … Read more

The Role of Various PLC Brands in the Industrial 2025 Wave

Introduction: The Core of Industrial 2025 and the Evolution of PLCs The essence of “Industrial 2025” is smart manufacturing, characterized by digitalization, networking, and intelligence. It requires factory equipment to be not only automated but also interconnected, perceptive, data-analyzable, and capable of self-optimization. Traditional PLCs, as the “brain of industrial control,” primarily serve sequential logic … Read more

In-Depth Research Report on Domestic AI Chip Industry (2025)

In-Depth Research Report on Domestic AI Chip Industry (2025) Report Date: November 13, 2025 Abstract This report is based on the latest industry data as of November 2025 and provides a systematic study of the domestic AI chip industry in China. The research indicates that domestic AI chips have formed a complete product matrix covering … Read more

The Battle for the ‘Brain’ of Humanoid Robots: Edge AI Models Ignite a New War for AI Chips, Who Will Win the Trillion-Dollar Entry?

Tesla’s Optimus is set for mass production next year, Xpeng’s IRON is already on the road, and Figure 02 is open for pre-orders… As robots transition from laboratories to factories and homes, the competition for computational power is becoming the key factor in determining success. 1. Introduction: The Year of Mass Production Has Arrived, and … Read more

Types and Applications of AI Accelerators in Edge Computing

Artificial intelligence is driving the demand for faster, smarter, and more efficient computing. However, with massive amounts of data generated every second, sending all data to the cloud for processing is no longer practical. At this point, AI accelerators in edge computing become indispensable. This specialized hardware can directly enhance the performance of AI applications … Read more

Global Leaders in Industrial Computing (Part 1)

Advantech Co., Ltd.Stock Code: TWSE 2395, commonly known as Advantech, is a global leader in Internet of Things (IoT) intelligent systems and embedded platform solutions, headquartered in New Taipei City. The company was founded in 1983 by three former HP engineers, Liu Kezhen, Huang Yumin, and Zhuang Yongshun, initially focusing on the production of industrial … Read more