How to Create Dynamic Tabs in R Markdown
How to Create Dynamic Tabs in R Markdown Tutorial on programmatically generating tab headings for multiple figures in HTML reports Freya Systems Extension of Previous Tabsets Tutorial A previous tutorial, “How to use tabsets in R Markdown”, introduced tabsets for grouping figures together into an interactive instance. In an R markdown notebook, users can […]
Data Analytics in 2023
Data Analytics: Expectations for 2023 The use of data analytics will become more common in workplaces of all sizes as businesses strive to make better decisions faster. As a result, data and analytics will play an integral role in driving success for businesses worldwide. Companies embracing data-driven decision-making and leveraging data sources will be […]
Making Waste Water Management Operations Reliable and Affordable
Making Waste Water Management Operations Reliable and Affordable Waster water management operations rely on a plethora of moving mechanical, biological, and electrical processes that work together in a complex ecosystem in order to process, remove, and clean waste. Without these processes working together harmoniously serious issues can arise that could result in excessive use of […]
“Bad Vibes” Could Be Draining Cash from Your Operation
“Bad Vibes” Could Be Draining Cash from Your Operation Most industrial equipment like machinery, pumps, and motors, is engineered to operate smoothly and minimize vibration. Vibration, however, can sometimes indicate problems or deterioration in the equipment. Further, vibration can cause machinery to consume excessive power reducing its energy efficiency. If the root causes are not […]
Good Data Practices for Improving Fault Isolation Procedures in Aviation Maintenance
Using Good Data Practices for Improving Fault Isolation Procedures in Aviation Maintenance Building a Better Fault Data Ecosystem Fault Isolation is a paramount process in aviation maintenance and is difficult to accomplish for a few reasons. First, the manual for the fault data ecosystem is typically designed once at the beginning of a program […]
A Guide to the Challenges of Vibrational CBM+ for Legacy Aviation Hardware
A Guide to the Challenges of Vibrational Condition Based Maintenance for Legacy Aviation Hardware The benefits of Condition Based Maintenance (CBM) algorithms are well known – they improve availability of reliable equipment and help reduce maintenance costs. However, the challenges of implementing these algorithms on legacy hardware can be significant. This article explores some of […]
Challenges of Condition Based Maintenance Algorithms in Aviation
In order for a flight vehicle to be safe and reliable, regular aircraft structural maintenance needs to be performed to repair worn-out components. Some components have a predictable wear rate and do well with a time-based or usage-based maintenance schedule, but many components are more random in their failure rates and a scheduled removal may […]
How to create a tabset using Quarto & R
Learn which technologies combine to make data a critical organizational asset Read our tutorial below on space-efficient displays of multiple figures in HTML reports using Quarto and R. What is Quarto? Quarto is a new open source scientific and technical publishing system created by Posit (formerly RStudio). Quarto is marketed as a next generation version […]
The Increasingly Needed Role of Data Driven Planning, Scheduling, and Predicting in Military Fleet Management
The DoD’s Underperforming Aircraft Mission Capability Rates From a glance, the US Military’s aircraft mission capability rates are underperforming across the board. A Government report released in November of 2020, reviewed 46 aircraft systems and found that only three met their annual mission capable targets in the majority of years from 2011 to 2019. Twenty-four […]
What is data.table?
In the R programming language, data.table is both a package and an object within that package. The data.table package serves as a wrapper for the data.frame object in base R. A data.table object features many enhancements over a data.frame – to include increased speed and memory allocation efficiency. The value of these enhancements to the […]
