Resources

Understanding Time Series: ARMA

To detect fouling events, there are many different machine learning and statistical algorithms one can choose. This article highlights that a simple statistical process can be utilized instead of a complex machine learning algorithm by exploring the Auto Regressive Moving Average process, in short (ARMA).

Smoothening your Predictions with Splines

This article deals with a frequently occurring problem with pumps - sudden drops in the flow rate. This can have many reasons, ranging from technical problems inside the respective pump to problems in the process.

Open Source Data?!

We have published a number of datasets that we generated together with Flow Center of Excellence. Next to these there are some good resources available on the internet if you want to learn how to apply (advanced) analytics on data for a CBM/PdM project.

Ultimo and UReason close the loop from Asset Data to automatic Work Order generation

Enterprise Asset Management platform provider Ultimo and Asset Performance Management software provider UReason have integrated functionalities to provide real-time asset condition monitoring, predictive and prescriptive maintenance capabilities. This enables users to reduce maintenance costs, increase uptime and improve control over their processes and assets.

PMML: What Is It and Why Should You Care About It?

PMML stands for Predictive Model Markup language. PMML provides a way for analytic applications to describe and exchange predictive models produced by data mining and machine learning algorithms.

Monitoring Critical Process Measurements using Soft Sensors

This article will provide you with an overview of what is meant by “Soft sensors" and how they can help monitor your critical process measurements.

Article Series: Business case building for predictive maintenance projects

Organizations need to have a tangible benefit to adopt predictive maintenance. These benefits are determined in the concept phase. What does the concept phase consist of? Simply put – this is when you investigate the business case.

Technohub Initiative

In synergy with several organisations, UReason hosts masterclasses and workshops.

Article Series: Predictive Maintenance project phases

The first of a five part series written and compiled by UReason's Consultant Artur Loorpuu.

Asset Performance Management

Asset Performance Management is one of the foundational concepts of digital transformation.

Invest in Predictive Maintenance?

Benefits and risks of investing in PdM​

OEM 4.0 – Three Ways Valve and Pump Manufacturers Can Turn Data into Dollars

The Fourth Industrial Revolution is transforming manufacturing.

Three Myths about Manufacturing in the Times of Big Data and AI

How did big data and AI transform manufacturing?

Big Data in Small Places – 5 Ways your Pumps and Valves Can Save you Millions

To get the most out of big data, you have to look for it in small places

How to Improve Situational Awareness – Part 1

How would improved situational awareness benefit your assets?

Citizen Data Science – a Driver for Better IoT and CEP Solutions

Why is Citizen Data Science a driver for better IoT and CEP solutions using Operational Intelligence?

Starting an CBM/PdM Project – Key Learnings

How to execute CBM/PdM projects better?

IIoT Communication Readiness – What You Need to Know

A crucial aspect in IIoT applications is the communication layer. It is complex.

The Industrial Internet of Things – Hype or Reality?

Can IIoT benefit your operatios? If so, how?

ESP/CEP in Predictive Maintenance?

Learn how to use of event asset data to enhance predictive models and detect early failures

Event Stream Processing or Complex Event Processing?

Which one to choose?