Use Cases Equipment & Machinery 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.
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CONDITION MONITORING
CONDITION MONITORING
Parker wanted the ability to apply a common cloud-based remote monitoring platform across many applications. Compressed air can be expensive and inefficient, so Parker’s innovative Transair piping system was chosen as the initial host product. Parker had a unique chance to create a solution that would help facility managers understand their compressed air systems’ key performance so that they could efficiently manage and optimize this critical system.
Wireless Vibratory Data Acquisition System for Maintenance
Wireless Vibratory Data Acquisition System for Maintenance
In the framework of its predictive maintenance offering, ONEPROD part of the ACOEM group provides monitoring solutions that allow to avoid unexpected breakdowns in industrial production tools. Traditionally ONEPROD was using wired data acquisition systems. However they were costly and hard to install in harsh environments or explosive zones, like in the oil & gas and mining industry. To cover the distance to connect and power the monitoring equipment considerable lengths of cable are required especially in industrial spaces with difficult access. Developing a wireless data acquisition system became a key success factor in the ONEPROD strategy in order to avoid any cabling issue and to improve the safety of the staff in charge of portable measures.
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.

 

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