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Question 1: How do you ensure that a real-time system for industrial automation remains robust during system failures or unexpected events?

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Question 2: What is the best approach to minimize latency in a real-time system that needs to control multiple valves and sensors in a petrochemical pipeline?

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Question 3: What is the function of an Input/Output (I/O) module in a PLC-based control system for a petrochemical plant?

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Question 4: What is the key benefit of using digital communication interfaces such as Ethernet in embedded systems for chemical plant automation?

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Question 5: Which machine learning algorithm is best for high-dimensional data?

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Question 6: When designing an embedded system for a sensor network in a petrochemical plant, which data acquisition technique would be most suitable for accurate monitoring?

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