Latest AI Solutions Technical Articles

Learn how to use ‘for loops’ in Python to create complex, iterable tasks such as modifying lists, combining lists…

Learn how to use ‘for loops’ in Python to create complex, iterable tasks such as modifying lists, combining lists into dictionaries, or iterating over a dictionary.

The next part of our Python learning journey will touch upon control flow, critical to implementing logic in programs.…

The next part of our Python learning journey will touch upon control flow, critical to implementing logic in programs. The concept is broad and the first topic to cover will be if/elif statements.

Storing data long-term for recording and reporting purposes is the job of the utility data warehouse, quite different…

Storing data long-term for recording and reporting purposes is the job of the utility data warehouse, quite different from data-collection processes that optimize systems and predict failures.

It is important to have some baseline understanding of JavaScript Object Notation, or JSON, one of the most common data…

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.

Digital twins are a virtual process representation merging the simulation and real worlds to increase efficiency,…

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.

This article reviews the challenges and opportunities when incorporating generative AI and Large Language Models in…

This article reviews the challenges and opportunities when incorporating generative AI and Large Language Models in industrial applications. It also examines how a Norwegian fishing and biotech company improved operational productivity and efficiency using generative AI.

Learn to develop an actual IoT solution end to end, from the initial data collection to web-based visualization and…

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.

Data has become the currency that enables operational excellence. Sensors are the key links, acting as the eyes and ears…

Data has become the currency that enables operational excellence. Sensors are the key links, acting as the eyes and ears of modern manufacturing units by providing real-time data on machine performance.

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

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

PygWalker is a useful tool to visualize data, with advanced features to make the data more constructive. This tutorial…

PygWalker is a useful tool to visualize data, with advanced features to make the data more constructive. This tutorial continues using the milling machine predictive maintenance dataset.

There’s a lot of excitement and concern surrounding artificial intelligence (AI) and its emerging role in society and…

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?

The basic component of data exchange between devices, machines, and embedded systems serves as a hallmark foundation in…

The basic component of data exchange between devices, machines, and embedded systems serves as a hallmark foundation in every organization’s Industry 4.0 implementation process.

An introduction to the various tag types used within one of the leading supervisory control and data acquisition (SCADA)…

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.

Learn how to build a machine learning model to predict failure classification based on machine parameters using a…

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.

No more IIoT buzzwords! This article aims to walk through an implementation of MQTT using the paho-mqtt library using…

No more IIoT buzzwords! This article aims to walk through an implementation of MQTT using the paho-mqtt library using nothing more than your local machine and some simple Python programming.

Analytics from data algorithms can predict machine failures and provide diagnostics—but what should we measure? Then,…

Analytics from data algorithms can predict machine failures and provide diagnostics—but what should we measure? Then, once the information has been collected, what trends might point to problems?

Addressing cybersecurity threats introduced by IIoT technology and devices can quickly seem overwhelming. However, an…

Addressing cybersecurity threats introduced by IIoT technology and devices can quickly seem overwhelming. However, an understanding of the risks can lead to some straightforward countermeasures.

IIoT is a daunting topic due to ambiguous interactions of hardware and software. This article outlines the basic steps to…

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.

To know if predictive maintenance is the right strategy, it might help to first recognize if it isn’t. Here are some…

To know if predictive maintenance is the right strategy, it might help to first recognize if it isn’t. Here are some indicators that your organization should improve before implementing predictive maintenance.