Use Cases Machine Condition Monitoring

Machine Condition Monitoring

Machine condition monitoring is the process of monitoring parameters such as vibration and temperature in order to identify changes that indicate a reduction in performance or impending fault. It is a necessary component of predictive maintenance solutions and allows maintenance to be scheduled prior to failure, or other actions to be taken to prevent damages to the machine and loss of production. Condition monitoring also provides value beyond improving maintenance schedules. For example, improved visibility into machine operations can indicate the root causes of product defects and can support optimization of energy consumption.
Read More
Refinery Wirelessly Monitors Junction Box Pressure
Refinery Wirelessly Monitors Junction Box Pressure
The refining company needed to continuously monitor the pressure in Z-Purge junction boxes around the refinery. These junction boxes were maintained at a low positive pressure to prevent process gasses from entering the junction boxes. These junction boxes are widely distributed throughout the plant. Previously these junction boxes were manually monitored by operators on periodic rounds in the refinery.
Downtime of automated systems cut by 28% at Brillux paint plant
Downtime of automated systems cut by 28% at Brillux paint plant
Paint and coatings specialist Brillux is a manufacturer of painting products in central Europe. The company's warehouse and distribution operations include a fully automated conveyor system controlled by Siemens SIMATIC automated process controllers and a traditional MLOG SCADA system to reduce downtime.
ZumIQ APPLICATION ENVIRONMENT: REMOTE MONITORING OF FIELD ASSETS
ZumIQ APPLICATION ENVIRONMENT: REMOTE MONITORING OF FIELD ASSETS

The machine condition monitoring market was valued at USD 2.21 billion in 2017 and is expected to reach USD 3.5 billion by 2024, at a CAGR of 6.7% during the forecast period.

Source: Markets and Markets

Machine Condition Monitoring Equipment Market to Cross $3.2 Billion by 2023.

Source: P&S Intelligence

 

What is the business value of this IoT use case and how is it measured?
Your Answer

What are the advantages of Machine Condition Monitoring?

- Increased machine availability and reliability

- Improved operating efficiency

- Improved risk management (less downtime)

- Reduced maintenance costs (better planning)

- Reduced spare parts inventories

- Improved safety

- Improved knowledge of the machine condition (safe short-term overloading of machine possible)

- Extended operational life of the machine

- Improved customer relations (less planned/unplanned downtime)

- Elimination of chronic failures (root cause analysis and redesign)

- Reduction of post-overhaul failures due to improperly performed maintenance or reassembly

 

What business, integration, or regulatory challenges could impact deployment?
Your Answer

What are the disadvantages that must be weighed in the decision to use machine condition monitoring and fault diagnostics?

- Monitoring equipment costs (usually significant)

- Operational costs (running the program)

- Skilled personnel needed

- Strong management commitment needed

- A significant run-in time to collect machine histories and trends is usually needed

- Reduced costs are usually harder to sell to management as benefits when compared with increased profits.

 

Download PDF Version
test test