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Data Science for Control Systems

Data Science for Control Systems

Data science is a multidisciplinary field crucial to modern automation. In this article, learn about data science concepts and best practices.


Data Types Used in LabVIEW

Data Types Used in LabVIEW

LabVIEW uses different data types to store and convey information. Let’s review the most common types and how they are used in the program.


What is a Data Lake?

What is a Data Lake?

Learn the fundaments of data lakes and how they are important to digital transformation under Industry 4.0.


Simple File Output in LabVIEW

Simple File Output in LabVIEW

The scope of this article shows one method of writing data to a file using LabVIEW software, and when this type of data acquisition and recording is appropriate.


M2M Communication: Is Ethernet or Wireless Better?

M2M Communication: Is Ethernet or Wireless Better?

Efficient communication between machines is key in industrial automation. As both Ethernet and wireless network technologies improve, which one is poised to take the lead in the future?


Optical Fiber: The Future of Industrial Communications?

Optical Fiber: The Future of Industrial Communications?

Fiber optics is a promising technology for the future of industrial automation. In this article, learn the history, fundamentals, and application of fiber optics.


What Is the Difference Between Profibus and Profinet?

What Is the Difference Between Profibus and Profinet?

An overview of the requirements, standards, applications, and main differences between Profinet and Profibus communication protocol, connectors, and evolution from its original technology.


Introduction to AS-Interface (ASi)

Introduction to AS-Interface (ASi)

ASi is a pioneering standard in automation technology that helps simplify and lower field device integration costs.


What is the Difference Between IoT and Cloud Computing?

What is the Difference Between IoT and Cloud Computing?

IoT infrastructure consists of many factory parts, one being cloud computing. Rather than ask how they’re different, let’s look into how they work together to form industry 4.0.


Cybersecurity in Centralized Vs. Decentralized Computing

Cybersecurity in Centralized Vs. Decentralized Computing

Centralized and decentralized computing have different cybersecurity needs. Let’s review the differences and some best practices.


An Overview of Neural Networks

An Overview of Neural Networks

What are neural networks, how do you establish basic parameters, and what tools can help?


Types of Machine Learning (ML) Algorithms for Modeling and Controlling Fluid Dynamics

Types of Machine Learning (ML) Algorithms for Modeling and Controlling Fluid Dynamics

Fluid flow and control are often used in the wastewater, food and beverage, and chemical industries. Which types of machine learning (ML) algorithms are best suited for fluid dynamics?


Huffman Coding for Data Compression

Huffman Coding for Data Compression

Learn the steps of Huffman coding, a simple and effective lossless data compression algorithm.


Learning About Algorithms One Step at a Time

Learning About Algorithms One Step at a Time

Algorithms can involve complicated programming. However, they didn’t start out that way. This article dives into basic algorithms like sorting and image generation.


The Three Levels of a Factory Network

The Three Levels of a Factory Network

What makes a factory network? There are three levels: device, control, and enterprise. What does each level consist of, and how is it used in a factory network?


Wired vs. Wireless Industrial Networks

Wired vs. Wireless Industrial Networks

Are wired networks really more secure than wireless? Let’s dive into some differences between these two industrial network types.


HVAC Engineering in AutoCAD and Revit

HVAC Engineering in AutoCAD and Revit

Trying to design industrial HVAC systems in AutoCAD? In this article, we explore AutoDesk’s flagship softwares AutoCAD and Revit, and their role in the HVAC designing industry.


The Evolution of Industrial Networking

The Evolution of Industrial Networking

Learn about the evolution of industrial-level communications networking, and current and future protocols.


IIoT Cyber Attack Vectors and Best Mitigating Practices

IIoT Cyber Attack Vectors and Best Mitigating Practices

IIoT infrastructure is more susceptible to cyber-attacks than legacy infrastructure due to its cloud-based nature; this article covers attack vectors and best mitigating practices.


Machine-readable vs. Human-readable Data

Machine-readable vs. Human-readable Data

Industrial manufacturers use two main data types—machine-readable and human-readable—to analyze for maintenance, monitoring, or other applications.