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Combining Two Deep Learning Models

Combining Two Deep Learning Models

Combining two deep learning models, otherwise known as ensemble learning, has numerous techniques. Let’s review the current techniques and their advantages and disadvantages.


Deep Learning vs. Machine Learning

Deep Learning vs. Machine Learning

Deep learning is a subset of machine learning, which is a subset of artificial intelligence. So, what makes deep learning different from machine learning?


Types of Process Manufacturing Equipment

Types of Process Manufacturing Equipment

During process manufacturing, raw materials are mixed together to create a product. This process includes many stages, and thus, copious types of equipment.


The Relationship Between Predictive Maintenance and Digital Transformation

The Relationship Between Predictive Maintenance and Digital Transformation

This article discusses some trends in digital transformation, specifically matching real-world data with resources and gaining control in an ever-changing world.


Considerations When Integrating Cobots Into a Facility

Considerations When Integrating Cobots Into a Facility

What are some steps to consider before integrating a cobot, such as Universal Robots, into a facility?


Designing and Planning Existing Control System Upgrades

Designing and Planning Existing Control System Upgrades

After understanding how to select the right control system, learn how to design and plan control system retrofits.


Potential Applications and Challenges for Blockchain in Industrial Automation

Potential Applications and Challenges for Blockchain in Industrial Automation

Can industrial automation utilize blockchain's security integrated with IoT, ICS, and PAC?


Genetic Algorithm Applications and Limitations

Genetic Algorithm Applications and Limitations

Learn about the applications and future directions of genetic programming.


Introduction to Conveyor Belt Systems

Introduction to Conveyor Belt Systems

Who created the first conveyor system, what are some common types of conveyor systems used in industrial automation, and what are the types of controls involved?


Introduction to Micro PLCs

Introduction to Micro PLCs

Micro PLCs are quite similar to their larger PLC brethren. What are the major differences, advantages, and disadvantages of micro PLCs?


Genetic Algorithm Examples: Evolving a Sorting Program and Symbolic Regression

Genetic Algorithm Examples: Evolving a Sorting Program and Symbolic Regression

Learn about symbolic regression in genetic programming, one of the breaking fields of research for algorithm development that can be used in the control systems of tomorrow.


Error Clusters in LabVIEW

Error Clusters in LabVIEW

Simple errors may corrupt data files, crash LabVIEW, or crash the entire computer system. Implementing error clusters will help prevent these issues. Learn how to set up error clusters for your VI.


Assessing Buzzwords: X “as a Service” (XaaS)

Assessing Buzzwords: X “as a Service” (XaaS)

XaaS, or the service model, has grown in the last several years. Pop-up terms like “SaaS,” “IaaS,” and “RaaS” are seen throughout the industry. But what do they mean, and do they provide dependable ROI?


Why are 6-axis Robot Arms so Common?

Why are 6-axis Robot Arms so Common?

In the typical articulated arm structure, six axes of motion are often seen as a standard design target. Why is six that target, and what are the benefits and losses from more or fewer axes?


Assessing Buzzwords: Digital Transformation

Assessing Buzzwords: Digital Transformation

What does “digital transformation” really mean, and what are the technologies involved in the process? Further, which of these technologies are facilities adopting?


Future-Proofing Your Industrial Ethernet With the Right RJ45 Connector

Future-Proofing Your Industrial Ethernet With the Right RJ45 Connector

What is future-proofing your industrial Ethernet and why is it important to have the right connector?


An Introduction to Genetic Programming: A System That Programs Itself?

An Introduction to Genetic Programming: A System That Programs Itself?

Can a system author itself? Genetic programming may represent the next revolution for control systems, robot navigation, pattern recognition, and more.


Data Flow Programming in LabVIEW

Data Flow Programming in LabVIEW

One of the most confusing concepts for new LabVIEW programmers is the concept of data flow programming. Data flow programming determines the run order of nodes, making some data available before others.


How to Design a Fuzzy Logic Controller

How to Design a Fuzzy Logic Controller

Let’s review how fuzzy logic and ladder logic work together, how to design a fuzzy logic controller, and some advantages and disadvantages of using fuzzy logic.


How to Calculate Overall Equipment Effectiveness (OEE)

How to Calculate Overall Equipment Effectiveness (OEE)

In production, "effectiveness" can refer to numerous factors. If these factors are all considered together, the overall effectiveness of the equipment and process may be rated.