Listen to this Post
Automation in manufacturing relies on computerized systems to streamline production, reduce human intervention, and improve efficiency. While the LinkedIn post humorously simplifies automation as “just typing,” the reality involves complex robotics, PLCs (Programmable Logic Controllers), and AI-driven systems.
Key Components of Industrial Automation:
- PLCs & SCADA Systems – Control machinery and monitor processes.
- Robotic Arms – Perform repetitive tasks like welding and assembly.
3. Machine Vision – AI-powered quality inspection.
- IoT Sensors – Collect real-time data for predictive maintenance.
You Should Know: Essential Automation Commands & Codes
1. PLC Programming (Ladder Logic Example)
--[ ]--[ ]--( )-- A B C
– A, B = Input sensors
– C = Output actuator
2. Linux-Based Automation with Cron Jobs
Schedule a daily backup script 0 2 /usr/bin/backup_manufacturing_data.sh
3. Windows PowerShell for System Monitoring
Get-WmiObject -Class Win32_Processor | Select-Object LoadPercentage
4. Python Script for Predictive Maintenance
import pandas as pd
from sklearn.ensemble import RandomForestClassifier
data = pd.read_csv('sensor_data.csv')
model = RandomForestClassifier()
model.fit(data.drop('failure', axis=1), data['failure'])
5. Industrial Robot Control (ROS Command)
roslaunch ur_robot_driver ur5_bringup.launch
6. SQL for Manufacturing Data Analysis
SELECT machine_id, AVG(downtime) FROM production_logs WHERE defect_rate > 5% GROUP BY machine_id;
What Undercode Say
Automation is more than “just typing”—it’s a fusion of robotics, AI, and real-time data processing. Key takeaways:
– PLCs are the backbone of factory automation.
– Machine Learning predicts failures before they happen.
– IoT & 5G enable real-time remote monitoring.
Expected Output:
A fully automated production line with:
- 0% human error in assembly.
- Predictive maintenance reducing downtime by 30%.
- AI-driven quality checks improving defect detection.
Prediction
By 2030, 70% of manufacturing jobs will be automated, shifting human roles to AI supervision and robotics maintenance.
References:
Reported By: Sdotson Hey – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅
