AI in Manufacturing and Industrial Processes AIE Practice Questions (Page 4)

Questions 16–20

1. 16application · medium

   An electronics manufacturer assembles circuit boards at high speed. Human inspectors miss small solder defects, and the company wants to increase defect detection accuracy without slowing the line. High-resolution cameras already capture images of every board. What should they do?

   • ATrain a computer vision model on labeled images of good and defective boards and deploy it to flag anomalies in real time
   • BInstall more powerful lighting and higher-resolution cameras so human inspectors can see defects more clearly
   • CUse a robotic arm to physically probe each solder joint for structural weakness
   • DApply a digital twin of the assembly line to simulate solder joint quality under different temperatures
   Reveal Solution Discussion Select an answer first
2. 17foundation · easy

   Which of the following is an example of real-time adjustment in AI-driven process optimization?

   • AScheduling a maintenance shutdown for next month
   • BChanging the temperature of a furnace based on sensor readings to maintain product quality
   • COrdering new raw materials for the next quarter
   • DSending a weekly report of production metrics to the plant manager
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   An electronics assembly plant uses robotic arms for soldering components onto circuit boards. The plant wants to improve soldering quality and reduce defects. They have installed cameras that capture images of each solder joint. Which AI enhancement is most appropriate?

   • AUse a digital twin of the soldering process to simulate different parameter settings and choose the best one offline.
   • BReplace the robotic arms with human workers to improve soldering quality.
   • CUse a predictive maintenance model on the robotic arms to reduce downtime, assuming that well-maintained arms produce better solder joints.
   • DTrain a computer vision model to inspect solder joints in real time and provide feedback to the robotic arm to adjust soldering parameters.
   Reveal Solution Discussion Select an answer first
5. 19foundation · easy

   In a manufacturing context, what is the primary role of AI?

   • ATo store production data in a centralized database for manual review
   • BTo replace human workers entirely in all production tasks
   • CTo physically move products along the assembly line without human intervention
   • DTo analyze data and make intelligent decisions to improve efficiency, quality, and safety
   Reveal Solution Discussion Select an answer first
6. 20expert · hard

   A factory is introducing collaborative robots (cobots) to assist workers on an assembly line. The safety team is concerned about the risk of the cobot striking a worker. The cobot operates at high speed to meet production targets. Which safety measure is most effective in reducing the risk of injury while maintaining productivity?

   • ARequire workers to wear safety glasses and gloves while working near the cobot.
   • BPlace physical barriers around the cobot so workers cannot enter the workspace while it is operating.
   • CUse a computer vision system to monitor the area and sound an alarm when a worker is too close, but allow the cobot to continue operating.
   • DEquip the cobot with force-limiting and speed-reduction features that automatically slow or stop when a worker enters its collaborative workspace.
   Reveal Solution Discussion Select an answer first