MTech Projects for Automation Engineering 2026 — Industry 4.0, Smart Manufacturing & Intelligent Control
ProjectsatBangalore offers 65+ MTech final year projects for automation engineering aligned with IEEE 2025–2026 publications and Industry 4.0 research trends. Our automation project library spans ten engineering domains — from fieldbus-level PLC and SCADA through robot-level industrial robotics and ROS2, edge-level IoT and digital twins, perception-level computer vision and deep learning, intelligence-level AI/ML predictive maintenance and reinforcement learning, system-level advanced process control and MPC, drive-level FOC/DTC motor drives, application-level agricultural automation, facility-level building automation and BMS to mobility-level AGV and autonomous mobile robots.
Every MTech automation project includes: IEEE 2025–2026 base paper, complete source code (Python, MATLAB, ROS2, C/C++ or Simulink), simulation / hardware files, architecture diagram, university-format project report (VTU / Anna University / JNTU / SRM / Manipal), 20-slide PPT presentation and viva Q&A guide covering the automation domain theory and project-specific implementation.
MTech Automation Project Domains Covered
- PLC & SCADA — Siemens S7-1500, Allen-Bradley, Mitsubishi, Schneider, Modbus, PROFINET, HMI WinCC
- Industrial Robotics — 6-DOF arm kinematics, ROS/ROS2, SLAM, collaborative robots, welding robot, grasping
- IoT Automation — MQTT, AWS IoT, LoRaWAN, OPC-UA, digital twin, Industry 4.0, edge computing
- Computer Vision — YOLOv8, CNN, defect detection, visual inspection, pose estimation, PCB inspection
- AI / ML in Automation — LSTM predictive maintenance, RL job scheduling, XAI fault diagnosis, anomaly detection
- Process Control — MPC, PID (fractional, cascaded), fuzzy adaptive, Smith predictor, neural network identification
- Motor Drives — FOC PMSM, DTC induction motor, sensorless BLDC, VFD, regenerative braking, active PFC
- Agricultural Automation — drone path planning, precision irrigation, fruit sorting, greenhouse PLC, autonomous tractor
- Building Automation — BMS, HVAC, AI occupancy, fire safety PLC, smart parking, elevator RL optimisation
- AGV & Autonomous — ROS2 LiDAR SLAM, AMR fleet management, warehouse AGV, multi-robot coordination
Complete MTech Automation Project Kit
Every deliverable from simulation code to viva Q&A — everything your university review committee and examination board expects for MTech automation project submission.
IEEE Base Paper + Literature
IEEE 2025–2026 Scopus-indexed base paper matching your exact project topic, plus 5 supporting reference papers with citation guide for literature review chapter.
Complete Source Code / Simulation
Full Python, MATLAB Simulink, ROS2, TIA Portal PLC ladder, or C/C++ embedded code — or simulation project files (.slx, .mlapp, .ros, .mif) with README and run instructions.
University-Format Project Report
University-specific project report (abstract, introduction, literature survey, system design, methodology, results & analysis, conclusion, references) for VTU, Anna University, JNTU, SRM, Manipal format.
PPT + Viva Q&A (40 Questions)
20-slide PPT covering architecture, block diagrams, results and comparison; plus 40-question viva Q&A guide covering domain theory, tools used, project-specific results and IEEE paper comparison.
Tools & Platforms — MTech Automation Projects
Every tool, software, hardware platform, cloud service and development framework used across 65+ MTech automation project topics — covering fieldbus to cloud, actuator to AI.
65+ MTech Automation Project Topics 2026 — with Tools
Complete MTech final year project topics for automation engineering across 10 domains — each with recommended tools, simulation platform and IEEE 2025–2026 research alignment. Full source code, simulation files, project report, PPT and viva Q&A provided for every topic.
| # | MTech Automation Project Topic — IEEE 2026 | Tools / Platform |
|---|---|---|
| 🔴 PLC & SCADA Automation Projects — Siemens, Allen-Bradley, HMI & Industrial Fieldbus | ||
| 01 | PLC/SCADAPLC Ladder Logic Design for Automated Bottling Plant with Vision-Based Fill-Level Verification and HMI | Siemens S7-1500, TIA Portal, WinCC HMI, OpenCV Python |
| 02 | PLC/SCADASCADA-Based Real-Time Water Treatment Plant Monitoring and Chemical Dosing Control Using Modbus TCP/IP | SCADA (Ignition/WinCC), Modbus TCP, PLC Allen-Bradley, Python |
| 03 | PLC/SCADAFail-Safe PLC Program Design for Chemical Reactor with SIL-2 Safety Function Using IEC 61511 | Siemens SIMATIC Safety, F-CPU S7-1516F, TÜV SIL Analysis Tool |
| 04 | PLC/SCADAIndustrial Ethernet PROFINET-Based Distributed PLC Control for Automotive Body Shop Assembly Line | Siemens S7-1500, PROFINET IO, ET 200SP, TIA Portal V18 |
| 05 | PLC/SCADABatch Process Automation for Pharmaceutical Mixing Tank Using S88 Batch Standard and ISA-88 PLC Recipe | Siemens S7-1500, BATCH Flexible, WinCC Unified, LabVIEW |
| 06 | PLC/SCADAPLC-Based Conveyor Sorting Automation with RFID Tag Reading and Weight-Based Diverter Control | Siemens S7-300, TIA Portal, RFID Reader (RF200), HMI TP900 |
| 07 | PLC/SCADARemote SCADA Monitoring of Oil Pipeline with GSM/4G Alarm and Data Historian Using Wonderware | Wonderware SCADA, PLC Schneider M340, GSM Module, SQL Historian |
| 08 | PLC/SCADAOPC-UA Server Implementation on Siemens S7 PLC for Industry 4.0 Interoperability with MES System | Siemens S7-1500 OPC-UA, UaExpert, Python opcua library, MQTT |
| 🦾 Industrial Robotics Projects — ROS2, Path Planning, 6-DOF Kinematics & Cobot Safety | ||
| 09 | Robotics6-DOF Industrial Robot Inverse Kinematics Solver and Trajectory Optimisation Using MATLAB Robotics Toolbox | MATLAB Robotics Toolbox, Simulink, URDF Import, RViz2 |
| 10 | RoboticsPick-and-Place Robot Arm Grasp Planning for Unstructured Bin Picking Using PointCloud and ROS2 MoveIt2 | ROS2 Humble, MoveIt2, PCL, Intel RealSense D435, Gazebo |
| 11 | RoboticsCollaborative Robot (Cobot) Shared Workspace Human Safety Monitoring Using Skeleton Pose Estimation | MediaPipe, YOLOv8-Pose, Python, UR5e CoBot SDK, ROS2 |
| 12 | RoboticsRobotic Welding Trajectory Optimisation for Automotive Frame Using Genetic Algorithm and Simulink | MATLAB GA Toolbox, Simulink, RobotStudio ABB, Python matplotlib |
| 13 | RoboticsDual-Arm Robot Assembly Task Sequencing and Motion Planning Using Deep Reinforcement Learning (PPO) | PyTorch, OpenAI Gym, ROS2, Gazebo, MoveIt2, Isaac Sim |
| 14 | RoboticsForce/Torque Sensor-Based Compliance Control for Robotic Surface Grinding and Deburring Using ROS2 | ROS2, ATI Force/Torque Sensor, UR10, ros2_control, Python |
| 15 | RoboticsMobile Manipulator Navigation-and-Grasp Task in Warehouse Using ROS2, LiDAR SLAM and MoveIt2 | ROS2 Iron, Nav2, MoveIt2, SLAM Toolbox, Gazebo, LiDAR sim |
| 16 | RoboticsRobot-Vision Integration for Automotive Paint Surface Defect Inspection Using YOLO and 6-DOF Robot | YOLOv8, Python, OpenCV, UR5, ROS2, RealSense D435 Camera |
| 📡 IoT-Based Industrial Automation Projects — Industry 4.0, Digital Twin, Edge AI & Smart Factory | ||
| 17 | IoT AutoIoT-Based Smart Factory Real-Time Machine Health Monitoring Dashboard Using MQTT, Node-RED and AWS IoT Core | Raspberry Pi, MQTT, Node-RED, AWS IoT Core, Grafana, InfluxDB |
| 18 | IoT AutoIndustrial IoT Predictive Maintenance System Using Edge ML (TensorFlow Lite) on Raspberry Pi for Vibration Data | Raspberry Pi 5, TF Lite, MPU-6050, MQTT, Python, Docker |
| 19 | IoT AutoDigital Twin of Automated Production Line Using IoT Live Sensor Data, Unity3D and Python Flask Backend | Unity3D, Python Flask, MQTT, ESP32 Sensors, OPC-UA, InfluxDB |
| 20 | IoT AutoOPC-UA Based Interoperability Gateway for Industry 4.0 Heterogeneous PLC-Robot-MES Device Integration | OPC-UA (open62541), Python, Node-RED, MQTT Broker (Mosquitto) |
| 21 | IoT AutoIoT Smart Grid Energy Management System with Real-Time Demand Response Algorithm and DR Price Signal | STM32, AWS IoT, Python Optimization, MATLAB Energy Model |
| 22 | IoT AutoWireless Sensor Network for Industrial Environmental Monitoring Using LoRaWAN and LabVIEW Dashboard | LoRa SX1276, TTN Gateway, LabVIEW NI, Grafana, Python |
| 23 | IoT AutoIoT-Enabled Cold Chain Pharma Monitoring with GPS Track, Temperature Breach Alert and Blockchain Log | ESP32, DS18B20, SIM7600 LTE, AWS IoT, Ethereum Blockchain |
| 👁️ Computer Vision Automation Projects — Defect Detection, Visual Inspection, Pose Estimation | ||
| 24 | VisionDeep Learning PCB Defect Detection System Using YOLOv8 for Automated Optical Inspection (AOI) in SMT Line | YOLOv8, Python, Roboflow, OpenCV, Raspberry Pi + Camera |
| 25 | VisionWeld Quality Inspection Automation Using CNN + Thermal Infrared Camera for Porosity and Crack Detection | TensorFlow, ResNet50, Python, FLIR Lepton Thermal Camera, OpenCV |
| 26 | VisionAutomated Surface Roughness Measurement Using Machine Vision and Structured Light Laser Profilometry | MATLAB Image Proc Toolbox, Line Laser, Basler Camera, Python |
| 27 | VisionHuman Pose and Ergonomic Risk Assessment in Manufacturing Line Using MediaPipe and RULA Score Automation | MediaPipe, Python, OpenCV, RULA Algorithm, Streamlit Dashboard |
| 28 | VisionVision-Based Barcode / QR Code Reading and Goods Tracking for Automated Warehouse Management System | ZBar, OpenCV, Python, Flask API, MySQL, Raspberry Pi Camera |
| 29 | VisionSemiconductor Wafer Scratch and Particle Defect Classification Using EfficientNet Transfer Learning | TensorFlow, EfficientNet, Python, WM-811K Wafer Dataset, Streamlit |
| 30 | Vision3D Point Cloud-Based Bin Picking Object Pose Estimation for Robot Grasping Using Open3D and ROS2 | Open3D, PointNet++, ROS2, Intel RealSense L515, Python, MoveIt2 |
| 🤖 AI / Machine Learning Automation Projects — Predictive Maintenance, RL, XAI, Anomaly Detection | ||
| 31 | AI/MLPredictive Maintenance of CNC Machine Tool Wear Using LSTM + Attention Mechanism on Spindle Vibration Data | Python, TensorFlow LSTM, Attention Layer, PHM CWRU Dataset, SHAP |
| 32 | AI/MLDeep Reinforcement Learning (PPO) for Adaptive Job Shop Scheduling in Smart Manufacturing Using Gym | PyTorch, Stable-Baselines3, OpenAI Gym, Python, OR-Tools Baseline |
| 33 | AI/MLAnomaly Detection in Industrial Sensor Time-Series Using Variational Autoencoder and SPC Control Charts | PyTorch VAE, Python, Pandas, Matplotlib, Streamlit Live Dashboard |
| 34 | AI/MLExplainable AI (XAI) System for Industrial Fault Root Cause Analysis Using SHAP, LIME and Ensemble ML | XGBoost, SHAP, LIME, scikit-learn, Python, Streamlit |
| 35 | AI/MLFederated Learning-Based Energy Consumption Optimisation for Multi-Zone HVAC Using Privacy-Preserving Model | Flower (Federated Learning), TensorFlow, Python, ASHRAE Dataset |
| 36 | AI/MLTransfer Learning for Industrial Fault Diagnosis with Limited Labelled Vibration Data Using Domain Adaptation | TensorFlow, DANN (Domain Adversarial), Python, CWRU + MFPT Dataset |
| 37 | AI/MLDigital Twin-Enabled Production Planning Optimisation Using NSGA-II Multi-Objective Genetic Algorithm | Python (DEAP NSGA-II), MATLAB, PySimulation, Excel Production Data |
| 38 | AI/MLNatural Language Processing for Maintenance Work Order Classification and Priority Routing Using BERT | HuggingFace BERT, Python, FastAPI, Docker, SAP PM Work Order Data |
| ⚙️ Process Control Projects — MPC, PID, Fuzzy, Neural Network & Advanced Control | ||
| 39 | Process CtrlModel Predictive Control (MPC) Design for Binary Distillation Column with Constraint Handling Using MATLAB | MATLAB MPC Toolbox, Simulink, System Identification Toolbox |
| 40 | Process CtrlFractional-Order PID Controller Design for Industrial Furnace Temperature Control with MATLAB Tuning | MATLAB FOMCON Toolbox, Simulink, Optimization Toolbox, LabVIEW |
| 41 | Process CtrlAdaptive Fuzzy PID Controller for Non-Linear Conical Tank Level Control System Using MATLAB Simulink | MATLAB Fuzzy Logic Toolbox, Simulink, LabVIEW CSTR Virtual Lab |
| 42 | Process CtrlNeural Network Process Model Identification for pH Neutralisation Reactor and NARX Controller Design | MATLAB Neural Network Toolbox, Simulink NARX, Python Keras |
| 43 | Process CtrlSmith Predictor Design for Dead-Time Compensated Cascade Flow and Pressure Control Loop | MATLAB Control System Toolbox, Simulink, LabVIEW Control Design |
| 44 | Process CtrlNonlinear MPC for Bioprocess Fed-Batch Bioreactor Glucose Control Using MATLAB CasADi Optimisation | MATLAB, CasADi NLP Solver, Simulink, Python do-mpc Framework |
| 45 | Process CtrlInternal Model Control (IMC) Design for MIMO Interactive Chemical Plant — Decoupling and Pairing Analysis | MATLAB Control System Toolbox, Simulink, Python Control Library |
| 46 | Process CtrlDigital Twin-Based Soft Sensor Development for Distillation Column Product Purity Using Machine Learning | Python scikit-learn, MATLAB System Identification, OPC-UA, Grafana |
| ⚡ Motor Drive & Power Electronics Automation Projects — FOC, DTC, VFD, Regenerative | ||
| 47 | Motor DriveField-Oriented Control (FOC) of PMSM for High-Performance CNC Servo Drive Using MATLAB Simulink + STM32 | MATLAB Simulink, STM32H743, STM32CubeIDE, SVPWM, PMSM Plant |
| 48 | Motor DriveSensorless BLDC Motor Speed Control Using Extended Kalman Filter Back-EMF Estimation for Conveyor | MATLAB Simulink, EKF Block, STM32 or DSP TMS320F28379D |
| 49 | Motor DriveDirect Torque Control (DTC) of Induction Motor with Space Vector Modulation for Industrial Drive Using Simulink | MATLAB Simulink, SVM-DTC, Power Systems Toolbox, STM32 |
| 50 | Motor DriveVariable Frequency Drive (VFD) Design for Energy-Efficient Pump and Fan Control Using DSP TMS320 | TI TMS320F28379D, Code Composer Studio, MATLAB Simulink, CCS |
| 51 | Motor DriveRegenerative Braking Energy Recovery System for Industrial AGV Using Bidirectional DC-DC Converter + Supercap | MATLAB Simulink, Simscape Electrical, COMSOL, STM32, Python |
| 52 | Motor DriveActive Power Factor Correction (PFC) Boost Converter for Industrial Automation Power Supply Using MATLAB | MATLAB Simulink, Simscape Electrical, STM32, PFC Controller IC |
| 53 | Motor DriveFive-Level Diode-Clamped Multilevel Inverter for Industrial Motor Drive Using FPGA PWM Generation | Xilinx Artix-7 FPGA, MATLAB HDL Coder, Simulink, Modelsim |
| 🌾 Agricultural Automation Projects — Precision Farming, Drone, Fruit Sorting & Greenhouse | ||
| 54 | Agri AutoIoT-Based Precision Irrigation Automation Using Soil Moisture, Weather API and Fuzzy Logic Controller | Raspberry Pi, DHT22, Capacitive Soil Sensor, MATLAB Fuzzy, MQTT |
| 55 | Agri AutoAutomated Drone Spray Path Planning for Crop Field Using MATLAB + Dijkstra + DJI SDK Flight Execution | MATLAB, DJI Mobile SDK, GPS RTK, Python, ROS2 Drone Package |
| 56 | Agri AutoComputer Vision-Based Mango Grading and Sorting Automation Using CNN + Colour Analysis on Conveyor Belt | TensorFlow, MobileNetV3, OpenCV, Python, Servo Diverter, Pi Camera |
| 57 | Agri AutoGreenhouse Climate Control Automation Using PLC with Weather Prediction-Driven Proactive Ventilation Control | Siemens S7-1200, TIA Portal, Open-Meteo API, Python, WinCC HMI |
| 58 | Agri AutoAutonomous Tractor Path Planning for Row-Crop Field Operations Using ROS2, RTK GPS and Stanley Controller | ROS2, Ardupilot, RTK GPS, Stanley Path Tracker, Gazebo Sim |
| 🏢 Building Automation Projects — BMS, Smart HVAC, Energy, Fire Safety & Smart Parking | ||
| 59 | Building AutoBACnet/IP-Based Centralised HVAC, Lighting and Energy Monitoring BMS for Smart Commercial Building | BACnet/IP, Siemens Desigo CC BMS, Python bacpypes, Grafana |
| 60 | Building AutoAI-Based Occupancy Prediction and Adaptive Lighting Control in Smart Office Building Using Random Forest | scikit-learn, Python, PIR Sensor Array, Raspberry Pi, MQTT, Grafana |
| 61 | Building AutoAutomated Fire Detection and Suppression System Design Using PLC (IEC 61508 SIL-2) and IoT Alert | Siemens Safety PLC, TIA Portal, MQ-2 Sensor, GSM Alert, Python |
| 62 | Building AutoSmart Parking Management System Using IoT Camera Vision, Occupancy Detection and Dynamic Pricing | YOLOv8, Raspberry Pi, Python Flask, MQTT, Mobile App, Stripe API |
| 63 | Building AutoElevator Group Control Optimisation for High-Rise Building Using Deep Q-Network (DQN) Reinforcement Learning | Python, PyTorch DQN, Elevator Sim Environment, Gym, Tensorboard |
| 🚗 AGV & Autonomous Mobile Robot Projects — ROS2, SLAM, Navigation, Fleet Management | ||
| 64 | AGV / AMRAGV Navigation and Dynamic Obstacle Avoidance in Warehouse Using ROS2, 2D LiDAR SLAM and Nav2 DWB Planner | ROS2 Humble, Nav2, SLAM Toolbox, RPLiDAR A3, Gazebo, RViz2 |
| 65 | AGV / AMRAutonomous Mobile Robot (AMR) Fleet Management for Hospital Logistics Using ROS2 + MQTT + Task Scheduler | ROS2, Nav2, MQTT, Python Flask, InfluxDB, Multi-Robot Sim Gazebo |
| 66 | AGV / AMRPath Planning Algorithm Benchmark Study (A*, RRT, D* Lite, Theta*) for AGV Using ROS2 Simulation | ROS2, Nav2 Plugins, Gazebo, Python matplotlib, RVIZ2 Visualisation |
| 67 | AGV / AMRMulti-Robot Collaborative Exploration and Map Merging Using ROS2 Swarm Architecture and Frontier Exploration | ROS2, Multi-Robot SLAM Toolbox, Nav2, Gazebo, Python ROS2 Nodes |
| 68 | AGV / AMRVision-Language Model (VLM) Guided Autonomous Robot Navigation Using Natural Language Instructions and ROS2 | ROS2, LangChain + GPT-4V, Nav2, Python, TensorFlow Object Det. |
All 68 MTech automation project topics include IEEE 2025–2026 base paper, complete source code or simulation files, architecture diagram, university-format project report (VTU/Anna University/JNTU/SRM/Manipal), 20-slide PPT and 40-question viva Q&A guide. WhatsApp us with your university, automation domain and tool preference to receive a custom project recommendation and source code preview.
FAQ — MTech Projects for Automation Engineering
Frequently asked questions from MTech automation engineering scholars looking for final year project support in Bangalore.