The age of the Internet of Things (IoT) has transformed the business landscape by allowing data to be constantly and ubiquitously collected from internet-connected devices. One particular industry in which the greatest advances can be made is within the manufacturing industry. Traditionally, manufacturers have needed to reactively maintain their assets, resulting in potentially long down times and unlear indication of what truly caused a particular asset to fail. This means that manufacturers, industrial leaders, and indeed anyone with an asset that needs to be monitored will benefit from incorporating sensors and semi-automated monitoring into their operational procedures.