Case Studies

A Major Car Manufacturer

Maximizing Energy Efficiency and Preventing Downtime in Automotive Paint Processes with ADI OtoSense Smart Motor Sensor

The automotive paint process involves high-cost equipment with less redundancy, making it vulnerable to equipment failures that directly lead to production line stoppages. These stoppages can result in significant financial losses and delays. Additionally, the paint process consumes substantial energy, primarily due to air conditioning in paint booths. ADI OtoSense SMS offers a predictive maintenance solution that helps detect anomalies early, preventing unexpected downtime and reducing energy consumption, thereby supporting SDGs by promoting energy efficiency and carbon neutrality.

The Challenges

High cost of paint process equipment with no redundancy.

Equipment failures in the paint process directly lead to production line stoppages.

High energy consumption in the paint process.

The Solution

Easy installation and operation with battery-powered, WiFi-enabled sensors.

Automatic anomaly detection without the need for user analysis.

Prevention of unexpected downtime, saving significant costs.

Image of automobile production line with robotic arms
Image of an auto manufacturing process

Implementation

A major automotive manufacturer faced significant maintenance challenges due to the high cost and lack of redundancy in their paint process equipment. Equipment failures in this critical process directly led to production line stoppages, causing substantial financial losses and delays.

 

To address these issues, 30 ADI OtoSense SMS devices were installed on critical motors driving pumps and blowers. The sensor has automatically learned the motor’s characteristics and started monitoring them. Within a month, two sensors detected anomalies in pump motors, indicating bearing issues. Maintenance personnel confirmed the anomalies and decided to replace the pumps during scheduled downtime, preventing unexpected production line stoppages. This proactive approach avoided a potential cost impact of at least $50,000 per hour, which would have resulted from unplanned downtime.

 

Additionally, it ensured timely deliveries to customers, avoiding further financial and reputational impacts. The manufacturer emphasized the importance of monitoring critical equipment in the paint process, as unexpected stoppages could lead to significant delays, product re-coating, manufacturing line restarts, and increased energy consumption. By using ADI OtoSense SMS, they were able to enhance operational efficiency, optimize energy consumption, and contribute to their sustainability goals, aligning with SDGs by promoting energy efficiency and carbon neutrality in their manufacturing processes.

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ADI OtoSense Smart Motor Sensor Reduced Overall Costs

Reduce Downtime

Reduces unforeseen downtimes and avoids catastrophic failures

Reduce Overhauls

Extends period between overhauls

Optimize Maintenance

Reduces route-based activities & optimizes maintenance resource allocation

Efficiently Manage Resources

Manages spare parts and stock more efficiently

Extend Lifespan

Increases lifetime of your equipment

Optimize Efficiency

Optimizes motor efficiency

Improve Efficiency

Improves OEE (Overall Equipment Efficiency)

Benefit of ADI OtoSense Smart Motor Sensor

Advanced Diagnostics for Prioritized Action Items

Identifies electrical and mechanical performance degradation

Supports maintenance prioritization via assessment of severity levels

Provides repair insights and recommendations

Cutting-Edge Sensing Technologies for High Quality

Multi-axis, wide bandwidth vibration sensors monitor mechanical health

Magnetic field sensors monitor electrical health

Temperature sensors monitor ambient and motor skin temperature

Machine Learning Creates Motor Models During Operation

Combines and interprets high quality, sensing data for higher reliability diagnostics

Creates automated, brand agnostic motor models

Customized model for individual motor & the processes in which it is used

Maintenance Manager

Maintenance Manager

A Major Automotive Manufacturer

"I was pleasantly surprised by how easy it was to implement the ADI OtoSense SMS, thanks to its wireless communication and battery-powered design. The SMS automatically analyzes the data, so I didn't have to do anything. Within about a month of installation, we received a notification about a pump anomaly, and that's when I realized this technology is truly effective."

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