Challenge Large oil producer was interested in understanding the ongoing effectiveness of their downhole pumps to lift fluid to the surface. Pumpjack failures proved difficult to detect using rule-based diagnostic…
Predictive maintenance is the initiative to predict (major) failures or breakdowns within specific equipment that will significantly impact the business. In this age of digital transformation, that business concept is…
Predictive reliability is an often sought after but challenging use case in data science. The idea of avoiding failures by monitoring the health of a system and applying advanced algorithms…
The need for IoT According to Fortune Business Insights, the IoT market will exhibit a CAGR of 26.4% through 2029. For many industries, Internet of Things (IoT) represents a considerable…
The increasing global demand for oil and gas (O&G) will only continue to grow over time. Along with this, the volatility in prices and increasingly stringent environmental regulations will lead…
Industry 4.0, or the fourth industrial revolution, mostly refers to the shift to a new kind of smart factories and manufacturing end-to-end processes. They leverage a slew of new technologies…
Frequently, customers wish to engage in intelligent application development or targeted data science workloads, but they aren’t sure where to get started. Microsoft has released its Cognitive Services algorithms to…
Conservation is one of the most powerful tools we can use to meet our future energy needs. Every British thermal unit (Btu) of energy that we forego through conservation represents…