Predictive Maintenance for IoT Hardware

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Question ^*

What data sources do you currently utilize for monitoring your IoT hardware?

1. Sensor data (e.g., temperature, vibration)

2. Operational logs

3. Maintenance records

4. Other (Please Specify): _________

5. None

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Question ^*

What features are most important to you in a Predictive Maintenance solution for IoT hardware?

1. Real-time alerts

2. Predictive failure analysis

3. Automated maintenance scheduling

4. Integration with existing systems

5. All of the above

6. Other (Please Specify): _________

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Question ^*

What is the biggest challenge you face in implementing Predictive Maintenance for your IoT hardware?

1. Lack of skilled personnel

2. Data quality issues

3. Integration complexity

4. High implementation costs

5. Lack of suitable tools/platforms

6. Other (Please Specify): _________

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Question ^*

What type of IoT hardware do you primarily manage?

1. Sensors

2. Actuators

3. Gateways/Edge Devices

4. Other (Please Specify): _________

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Question ^*

What is your primary concern regarding IoT hardware maintenance?

1. Downtime

2. Unexpected failures

3. High maintenance costs

4. Predicting equipment life

5. Other (Please Specify): _________

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