cclee

Applications and impact of Generative AI to the industries

by cclee

In the last two sessions of Sembang AIoT, we conducted an in-depth exploration of Generative AI, discussing its impact on our daily lives and various industries. We chose this topic to update our audience on the developments in Generative AI since its surge in popularity in 2022. During these sessions, we also examined the most popular Generative AI platforms to date and explored emerging contenders in this competitive field. Generative AI refers to a subset of artificial intelligence that focuses on creating new content from existing data. Unlike traditional AI that often categorizes or predicts based on given inputs, generative AI can produce text, images, music, and even videos. It operates through complex models like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs), which enable it to learn patterns and generate novel outputs that mimic the style and structure of… Read More »Applications and impact of Generative AI to the industries

Importance of data security in industrial Transformation

by cclee

Is Data security concern become the road block to Industrial Transformation? That is the topic that we are discussing this round in our Episod 46 live chat on 26th of April 2024. What challenges arise regarding data security in the realm of industrial transformation? SME manufacturers are particularly concerned about exposing their data to the cloud or exchanging data over the internet. Cybersecurity threats are diverse and constantly evolving, but here’s an overview of some common ones: Phishing Attacks: Deceptive attempts to obtain sensitive information (such as usernames, passwords, and credit card details) by impersonating a trustworthy entity. Malware: Malicious software designed to disrupt, damage, or gain unauthorized access to computer systems. This includes viruses, worms, trojans, ransomware, and spyware. Social Engineering: Manipulating individuals into divulging confidential information or performing actions that compromise security, often through psychological manipulation or impersonation.… Read More »Importance of data security in industrial Transformation

Enhancing Digital Twin with AIoT

by cclee

What are the applications of Digital Twin? Can Digital Twin helps in the Manufacturing? The discussion continued in the “Sembang AIoT” session episod 45 on 19th of April 2024 presented by the AIoT Team leaders Mr. CC Lee and Tan Kien Leong. What is Digital Twin? Imagine having a virtual clone of a real-life object, like a car or a building. This virtual copy is constantly updated with real-time data from its real counterpart, so you can monitor, analyze, and even predict its behavior or performance without actually touching or seeing the physical object. It’s like having a magical mirror that shows you everything about something, even if it’s miles away! That’s basically what a digital twin is: a virtual representation of a physical thing, helping you understand and manage it better. In manufacturing, digital twins are used extensively for… Read More »Enhancing Digital Twin with AIoT

predictive analytic in smart manufacturing

AIoT predictive Analytic for Smart Manufacturing

by cclee

There were several discussion that touched about deep learning AI and Industrial IOT in manufacturing. Predictive analytic in Smart Manufacturing is the focus point in the Live chat in AIoT presented by Axiomtek Malaysia on the 12th of April. Why Predictive analytics is crucial in making sure the production plant is in smooth running condition? Predictive analytics plays a crucial role in ensuring the smooth running of production plants for several reasons: Early Detection of Issues: Predictive analytics allows for the early detection of potential issues or failures in machinery or processes by analyzing historical data, sensor readings, and other relevant information. By identifying problems before they escalate, production downtime can be minimized or even prevented altogether. Optimized Maintenance Scheduling: By analyzing data on equipment performance and wear and tear, predictive analytics can help optimize maintenance schedules. Instead of relying on… Read More »AIoT predictive Analytic for Smart Manufacturing

Fog computing complements Edge and Cloud

by cclee

The “Sembang AIoT” live session took place on March 29, 2024. Once again, the Axiomtek Malaysia AIoT Team shared insights into fog computing and its role in enhancing both Edge and Cloud computing for the Industrial IoT ecosystem. Why is fog computing crucial in the construction of the entire industrial transformation system? Why does it often receive less attention in digital transformation infrastructure discussions? Fog computing serves as an intermediary layer that shares similarities with both edge devices and cloud servers. However, upon closer examination, it emerges as a valuable enhancer and complement to Edge and Cloud computing. Why fog computing in Smart Manufacturing:- Real-time Data Processing: In smart manufacturing, numerous sensors and devices generate vast amounts of data. Fog computing enables the processing of this data in real-time, allowing for immediate insights and decision-making at the edge of the… Read More »Fog computing complements Edge and Cloud

commoditize your data with the help of AIoT

by cclee

Join us for a live session hosted by Axiomtek Malaysia, your premier AIoT partner, on March 22, 2024. Discover the immense value of data in shaping the future, particularly in the context of commoditizing or monetizing your data right at your shop floor, especially within the manufacturing process. In the age of digitization, with advancements in AI and IoT technologies, datasets are gaining unprecedented utility. The availability of robust computing power enables deep data analytics and machine learning, enhancing the value of data sets. Those who have diligently maintained their historical data stand at a significant advantage, as they can leverage this data to optimize their processes with AI assistance. Moreover, such data holds immense value for others engaging in similar processes or initiating startups in related domains, as they can learn from and kickstart their operations with pre-trained AI… Read More »commoditize your data with the help of AIoT

Industry 4.0 vs 5.0 and the AIoT

by cclee

In the recent ” Sembang AIoT” session, Mr. CC Lee and Kien Leong from Axiomtek Malaysia did a deep dive into the fundamentals of Industry 4.0. The history of the Industrial Revolution was discussed and the basic principles of IR4 were discussed. Industrial Revolution 1.0: The Age of Mechanical Production with Steam Engine The first industrial revolution, which began in the late 18th century, marked the shift from agrarian and manual labor-based economies to mechanized, factory-based production. Key innovations included the steam engine, textile machinery, and iron production. This era revolutionized manufacturing processes, leading to increased efficiency and the rise of factories. Industrial Revolution 2.0: The Age of Mass Production with Electricity The second industrial revolution, spanning the late 19th to early 20th century, introduced electrification and the assembly line. The development of the telegraph and the expansion of railroads… Read More »Industry 4.0 vs 5.0 and the AIoT

AI and IOT in Dataspace

by cclee

During the live session in ” Sembang AIoT” episode 35, Axiomtek Malaysia brings to the audience the AIoT application with Dataspace. The term “Data Space” (often styled as “Dataspace”) in information technology and computer science refers to an architectural framework aimed at providing a flexible approach to data management. The concept focuses on creating a unified data management architecture that can accommodate a wide range of data types and sources, including structured, semi-structured, and unstructured data, without needing full integration or uniform formatting across these diverse datasets. In simple terms, think of a Dataspace as a digital library or storage room. It’s a place where you keep all your digital “books” and “items,” which means all kinds of data, organized so you can easily find, use, and store them again. Just like in a physical library or warehouse, there’s a… Read More »AI and IOT in Dataspace

Parking Space detection with Vision AI

by cclee

The Episod 34’s ” sembang AIoT live session” extend the past week topic on Smart parking for hte Smart City. In the beginning of the session. We shared the Axiomtek AI suite which was introduced in one of the training program for SME ( Small and medium Industry) in the manufacturing sector with the topic Productivity through digitalization by MIDA( Malaysian Investment Development Authority), Intel and MPC( Malaysia Productivity Corporation). The AI4S Proof of Concepts compilation booklet was published after the completion of the program. Axiomtek Industrial AI suite was used as a teaching hands on kit in the program. The AI4S program (also known as Artificial Intelligence for SMEs), is an Artificial Intelligence (AI) based machine vision system. It is a three-way partnership, among Malaysia Productivity Corporation (MPC), Malaysian Investment Development Authority (MIDA) and Intel Malaysia. This booklet is a compilation of end-users’ Proof-of-Concepts (PoCs)… Read More »Parking Space detection with Vision AI