Importance of Condition Monitoring in Industrial 4.0 Era
Traditional manufacturing relies on manual health checks or scheduled maintenance checks to optimize productivity. Facing a growing shortage of workers, manufacturing is forced to become leaner and rely more on connected solutions to meet demands with desired quality at competitive price points. With Industry 4.0, the focus is shifting to improving operational efficiencies through automation. And condition monitoring solutions are front and center among the key IIoT technologies behind Industry 4.0. They leverage predictive and cognitive analytics as well as machine learning to automate and streamline preventive maintenance.
Simply put, Condition Monitoring refers to monitoring parameters that reflect the health of a machine or asset. The condition data is ingested using IIoT technologies and analyzed for Predictive Maintenance purposes. However, Product Quality Control is not the only benefit that condition monitoring systems offer.
Different Industries in which Condition Monitoring is Used:
A few of the applications of Condition Monitoring solution across different industries include:
- Manufacturing: Equipments and machineries that handles hazardous material and is hard to reach for manual inspection can be managed through an IIoT based Condition Monitoring solution eg. gauges that measure density of asphalt carry radioactive material and need to be closely monitored for cracks, misalignment of parts etc. Also, monitoring the quality of engine oil can help flag the condition of the engine.
- Factories: Vibration data can be critical for rotating equipment as in presses, rolling mills used in paper and steel factories
- Oil Companies: Oil rigs employ a network of sensors to monitor leaks, temperature of drills, pressure in storage tanks etc.
- Logistics & Supply Chain: Delays and interruptions due to accidents and failures can impose a huge loss to the business. Vehicle Condition Monitoring systems can help monitor and track different vehicle performance attributes which would ultimately help avoid unexpected breakdowns
- Renewable Energy: We all know a lot of efforts are made by global organizations in focusing to build and develop ways to produce green and sustainable energy, whilst finding ways in moving away from fossil fuel and non-renewable energy production. In doing so power plants need to track the health of turbines and every moving part inside the equipment which is complex piece of technology
- Food Processing: Storage conditions are very critical in food production and processing. A minor fluctuation in parameters like temperature and humidity condition can lead to food pollution and wastage
How is the Condition Monitoring System Implemented?
Implementing a Condition Monitoring solution means much more than just using new test instruments. It means signing up for a culture shift: from Preventive Maintenance to Predictive Maintenance. It starts with management vision and commitment and requires investments on multiple fronts: from provisioning the right equipment to training technicians to perform investigative work based on data points and taking consistent and timely actions across the organization, to reap all the benefits of Condition Monitoring.
Implementing a Successful Condition Monitoring Program Requires:
- Identifying critical assets that need to be monitored and potential risks related to their operation.
- Collecting Condition Monitoring Data with the same test instruments measuring same set of attributes
- Training technicians to interpret and report Condition Monitoring data
- Identifying the corrective actions to be taken when Condition Monitoring data indicates anomalies
Ultimately, a Condition Monitoring solution visualizes the findings of condition data and sends alerts and notifications when the situation deviates from the norm.
Benefits of Condition Monitoring Solutions:
Here are some of the advantages that manufacturing companies can derive from the data collected through condition monitoring solutions, that are collectively fueling Industry 4.0 revolution:
- Product design improvements
- New product development
- Maximize production output through outage prevention
- Planning and implementing smart maintenance
- Reduce maintenance costs through effective incident management
- Extend the lifespan of the equipment through machine condition monitoring
- Optimize inventory of spares by prolonging equipment life
- Focus on preserving safety by avoiding grave malfunctions which can lead to serious environmental disasters along with legal and financial repercussion
How Bridgera Can Help with Their Custom IIoT-based Condition Monitoring Solutions?
Bridgera has been developing custom IIoT monitoring solutions for its clients by combining leading edge technologies like IoT, Analytics, Mobility and Cloud. Bridgera Monitoring is a customizable and configurable framework that allows our clients to create alerts and alarms by combining business rules based on Condition Monitoring (IFTTT logic). We have a number of tools like our Digital Twin and Bridgera Self Service Reporting engine to help prototype and visualize your Use Case, so that you can minimize the total cost of ownership and time to market for your unique IIoT-based Condition Monitoring solutions.
Please contact us today to learn more about the IIoT solutions we offer.
About Bridgera. Bridgera LLC is an innovative software company and service provider headquartered in Raleigh, NC. Bridgera accelerates custom internet of things (IoT) solution development and operates custom enterprise IoT software-as-a-service for clients of all sizes.