Make every concept touchable, testable, memorable.
Focus: Imaging & lighting, classical vs. deep-learning vision,
labeling, robustness, and metrics.
Outcomes: Build and validate shop-floor QA vision pipelines;
pass OEM micro-badges.
Focus: Sensors→gateway, OPC-UA/MQTT, dashboards, Andon/OEE
tags.
Outcomes: Stream machine data, stand up OEE dashboards, and
reduce downtime.
Focus: Frames/I-O, camera-guided pick-and-place (sim + bench
cell), safety basics.
Outcomes: Commission a basic robot-vision cell safely.
Focus: Wiring, P&ID→ladder, HMI & alarms, historian basics;
commissioning SOPs.
Outcomes: Entry-level PLC/SCADA commissioning with safety and
FAT/SAT exposure.
Focus: VFD setup, encoder/sensor loops, condition-monitoring
basics.
Outcomes: First-line maintenance on drives/sensors; reliability
starter toolkit.
Focus: Assembly/handling mini-cell, PLC + edge gateway, OEE
dashboards.
Outcomes: Integrate a small smart-factory cell with live KPIs.
These certificate stacks run as repeatable sprints/batches with practical assessments, PrBL/PjBL methods, and safety drills; target annual throughput at KSU is ~450 learners/year across three tracks.
Wire, program, and commission PLC/HMI/SCADA systems. Gain hands-on exposure to FAT/SAT, alarms, and safety interlocks, preparing for industrial automation roles.
Learn BMS & HVAC fundamentals, electrical safety, and smart home systems. Focus on energy efficiency and comfort KPIs for modern infrastructure projects.
Master connected operations by learning sensor-to-gateway integration, OPC-UA/MQTT protocols, and dashboarding for real-time OEE tracking.
Perform network, server, and web forensic investigations using Splunk, Wireshark, and other industry tools. Learn evidence collection, analysis, and documentation techniques.
Acquire and analyze digital evidence from mobile devices with professional forensic toolkits. Develop skills for chain-of-custody management and courtroom-ready documentation.