Latest Digital Twinning Technical Articles

Categories

Supply Chain Optimization Through AI

Supply Chain Optimization Through AI

The supply chain is a vast network, from raw materials to components and finished goods. Learn what types of AI algorithms are employed to predict disruptions and enhance optimization.


Electro-Pneumatic Circuit Creation and Simulation Using FluidSIM

Electro-Pneumatic Circuit Creation and Simulation Using FluidSIM

Learn how to use Festo’s FluidSIM software to design and simulate electro-pneumatic systems, featuring a reciprocating actuator example using solenoid valves and limit sensors.


Using Virtualization Technology to Enhance Industrial Control System

Using Virtualization Technology to Enhance Industrial Control System

Automated control systems incorporate virtualization technology to reduce physical hardware, automatically minimizing the cost of IT/OT equipment, installations, and maintenance efforts.


Understanding the JSON Data Format for Industrial Control Architecture

Understanding the JSON Data Format for Industrial Control Architecture

It is important to have some baseline understanding of JavaScript Object Notation, or JSON, one of the most common data exchange formats used in the connected industrial world today.


9 Critical Steps to Building a Digital Twin for Your Factory

9 Critical Steps to Building a Digital Twin for Your Factory

Digital twins are a virtual process representation merging the simulation and real worlds to increase efficiency, optimize parameters, and predict successful operations for a variety of industries.


Create Your Own IIoT Tech Stack Project | Part 1: MQTT Client Setup

Create Your Own IIoT Tech Stack Project | Part 1: MQTT Client Setup

Learn to develop an actual IoT solution end to end, from the initial data collection to web-based visualization and analytics. This first article in the series will explore the setup of the edge device.


Creating and Using a Virtual Environment in Python

Creating and Using a Virtual Environment in Python

An overview of the theory, implementation, and reason to utilize a virtual environment in your Python scripting journey.


Small-Scale Automation Projects: Setting the Table for Raspberry Pi

Small-Scale Automation Projects: Setting the Table for Raspberry Pi

Automation can be inexpensive for small projects by using development boards. This article presents a walkthrough of the setup and installation steps for the popular Raspberry Pi.


Engineer’s Guide to Generative Artificial Intelligence

Engineer’s Guide to Generative Artificial Intelligence

There’s a lot of excitement and concern surrounding artificial intelligence (AI) and its emerging role in society and commerce. Beyond the hyperbole, however, what exactly is Generative AI?


Ignition SCADA Software: What are Tags and How are They Used?

Ignition SCADA Software: What are Tags and How are They Used?

An introduction to the various tag types used within one of the leading supervisory control and data acquisition (SCADA) software powering IIoT, HMI, and I4.0 applications: Ignition by Inductive Automation.


Hands-on Example: Milling Machine Failure Classification Using Logistic Regression

Hands-on Example: Milling Machine Failure Classification Using Logistic Regression

Learn how to build a machine learning model to predict failure classification based on machine parameters using a synthetic dataset modeled after a milling machine, the same process used in real-world systems.


Introduction to Transfer Functions for Control System Analysis

Introduction to Transfer Functions for Control System Analysis

Transfer functions allow systems to be converted from non-algebraic time measurement units into equations that can be solved, but how do these functions work, and why do we use them?


Developing Standardized Practices for PLC Programming

Developing Standardized Practices for PLC Programming

Any kind of computer programming can be challenging to determine what aspects are truly unique versus what aspects should be standardized across projects and platforms to streamline future development.


Introduction to System Dynamic Responses

Introduction to System Dynamic Responses

System dynamics is primarily concerned with understanding complex systems’ behaviors over time. Mathematical and computer models can help identify responses before turning to costly real-world experiments.


Not Just Another IIoT Article: MQTT for Pneumatic Cylinder Maintenance

Not Just Another IIoT Article: MQTT for Pneumatic Cylinder Maintenance

IIoT is a daunting topic due to ambiguous interactions of hardware and software. This article outlines the basic steps to use an MQTT broker to collect the number of cycles from a pneumatic cylinder for PM software.


Teardown: What’s Inside a Human-machine Interface (HMI)?

Teardown: What’s Inside a Human-machine Interface (HMI)?

Human-machine interfaces, or HMIs, provide visual process data and allow access to process parameters and diagnostics information. What’s inside these touchscreen displays, and how do they actually work?


Robots and CNC Machines - An Assembly Configuration Made in Heaven

Robots and CNC Machines - An Assembly Configuration Made in Heaven

Our own Control Automation engineering staff had the opportunity to visit VersaBuilt, a CNC robotic integration shop offering an application system from the Universal Robots UR+ series.


Robots as a Service Explained

Robots as a Service Explained

Robots as a service (RaaS) can open the door to automation for small to mid-sized companies that are looking to automate a process without a large upfront capital investment.


Developing a Fuzzy Logic Controller for a Servo Motor Using Mathworks Simulink

Developing a Fuzzy Logic Controller for a Servo Motor Using Mathworks Simulink

Servo motors are widely utilized in industry for numerous applications. How do you use fuzzy logic to control a servo motor?


Deep Learning Algorithms for Vision Systems

Deep Learning Algorithms for Vision Systems

Which deep learning neural networks are best suited for industrial vision systems and why?