Postgraduate DiplomaRobotics, Automation & Control Applications open

Postgraduate Diploma in Grasp and Complex Trajectory Planning

800-hour online Postgraduate Diploma in Grasp and Complex Trajectory Planning. 8 modules covering ISO 10218-1, ISO 10218-2 and ROS 2 with MoveIt 2. Dedicated tutor and enrolment now open.

Duration800 h
ModeOnline
AwardSEIUM Institute diploma

Postgraduate Diploma in Grasp and Complex Trajectory Planning — studying from India

India's automation and robotics market is growing with the expansion of manufacturing, automotive and electronics production. Industrial automation firms such as ABB, Siemens, Fanuc and Bosch operate in the country, alongside domestic integrators and start-ups in Bengaluru, Pune, Chennai and Hyderabad. Research institutions including the Indian Institute of Science and several IITs contribute to robotics and control research. Standards for industrial machinery and safety draw on the Bureau of Indian Standards. Engineers in this area design control systems, robotic cells, automation solutions and programmable logic controllers for factories and warehouses.

Fees for India: ₹190,000 (Indian Rupee), with instalments and employer sponsorship available.

Relevant bodies in India

  • Bureau of Indian Standards (BIS)
  • Indian Institute of Science (IISc)
  • Indian Institute of Technology (IIT) robotics research groups
  • Automation and Robotics Industry associations

Typical roles

  • Robotics Engineer
  • Control Systems Engineer
  • Automation Engineer
  • PLC Programmer

Questions from India

Is there a professional body in India that recognises robotics and automation engineers?

Robotics in India has no separate statutory title. The Institution of Engineers (India) is the main general engineering body, and technical standards come from the Bureau of Indian Standards. SEIUM's qualification is private and not accredited by any national body, so recognition rests with employers and the relevant body.

Which employers in India hire robotics and automation engineers?

Automotive plants, electronics manufacturers, factory automation suppliers, logistics firms, and robotics startups are typical employers. Hiring focuses on skills and project experience. The qualification can support a profile, but employers decide how much it counts and no outcome is guaranteed.

Can I study robotics online from India while working, and what language?

Yes, the programme is 100% online, so you can study from anywhere in India without a student visa and fit it around work. It is taught in English, so you need a reasonable level of the language. Each student has an assigned technical tutor, fees can be paid in instalments, and employer sponsorship is possible.

Virtual lab · try it before you enrol

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Learning outcomes

What you will be able to do

01

Analyse grasp mechanics and calculate grasp quality metrics.

02

Synthesise grasps from CAD models and perception data.

03

Apply sampling-based and optimisation-based planners in environments with obstacles.

04

Generate complex continuous trajectories for industrial processes.

05

Integrate task and motion planning in pick-and-place operations.

06

Use 3D perception to grasp unknown objects.

07

Evaluate manipulation cells using success and cycle-time indicators.

Profile

Who it's for

  • Robotic manipulation engineer who wants to specialise in Grasp and Complex Trajectory Planning.
  • Motion planning software developer who wants to specialise in Grasp and Complex Trajectory Planning.
  • Bin picking systems integrator who wants to specialise in Grasp and Complex Trajectory Planning.
  • 3D vision engineer who wants to specialise in Grasp and Complex Trajectory Planning.
  • Offline robot programmer who wants to specialise in Grasp and Complex Trajectory Planning.
  • Robotics researcher in grasping who wants to specialise in Grasp and Complex Trajectory Planning.
  • Engineering or science graduates seeking to enter logistics and e-commerce.
Standards & tools

What you'll work with

  • ISO 10218-1
  • ISO 10218-2
  • ISO 9409-1
  • ISO 9283
  • ISO 12100
  • ISO 8373
  • ISO 13849-1
Syllabus

8 modules · 800 h

  1. 1.1Contact types: point, frictional and soft
  2. 1.2Friction cones and their linearisation
  3. 1.3Form closure and force closure
  4. 1.4Grasp matrix and wrench space
  5. 1.5Grasp quality metrics
  6. 1.6Multi-fingered hands and parallel grippers
  7. 1.7Suction grasping and suction cups
  8. 1.8Modelling grippers in URDF
  9. 1.9Custom finger design for parts
  10. 1.10Practical: grasp quality calculation in Python
  1. 2.1Grasp sampling on CAD models
  2. 2.2Analytical versus data-driven grasping
  3. 2.3Grasp detection networks (GQ-CNN)
  4. 2.46-DoF grasping on point clouds
  5. 2.5Grasping unknown objects
  6. 2.6Bin picking with entangled objects
  7. 2.7Task-oriented grasps
  8. 2.8Grasp datasets and benchmarks
  9. 2.9Grasping articulated and deformable objects
  10. 2.10Laboratory: grasp detection on point clouds
  1. 3.1Configuration space and obstacles
  2. 3.2Sampling-based planners PRM and RRT
  3. 3.3RRT* and asymptotically optimal planning
  4. 3.4Optimisation-based planning with CHOMP and STOMP
  5. 3.5Orientation constraints on trajectories
  6. 3.6Path smoothing and shortcutting
  7. 3.7Time parameterisation with TOPP-RA
  8. 3.8Trajectories with jerk limits
  9. 3.9Collision checking with meshes and primitives
  10. 3.10Workshop: comparing planners in OMPL
  1. 4.1Continuous Cartesian trajectories
  2. 4.2Interpolation with splines and B-splines
  3. 4.3Welding path tracking
  4. 4.4Painting and coating trajectories
  5. 4.5Generation from CAD/CAM for robots
  6. 4.6External axes and coordinated positioners
  7. 4.7Wrist singularity avoidance
  8. 4.8Redundancy optimisation in trajectories
  9. 4.9Tool centre point calibration
  10. 4.10Practical: welding trajectory generation from CAD
  1. 5.1Task and motion planning (TAMP)
  2. 5.2Pick-and-place sequences with regrasping
  3. 5.3Grasping with placement constraints
  4. 5.4Non-prehensile manipulation and pushing
  5. 5.5Planning in dynamic environments
  6. 5.6Reactive replanning after scene changes
  7. 5.7Planning in multi-robot cells
  8. 5.8Cycle time and sequence optimisation
  9. 5.9Manipulation with object orientation constraints
  10. 5.10Laboratory: pick-and-place task with regrasping in MoveIt
  1. 6.1RGB-D and active stereo cameras
  2. 6.2Object instance segmentation
  3. 6.36D object pose estimation
  4. 6.4Collision detection with OctoMap
  5. 6.5Extrinsic calibration between camera and robot
  6. 6.6Handling transparent and reflective objects
  7. 6.7Grasp verification with tactile sensors
  8. 6.8Uncertainty and robust grasping
  9. 6.9Tracking moving objects
  10. 6.10Case study: bin picking of metal parts
  1. 7.1Grasp success rate indicators
  2. 7.2Cycle time measurement
  3. 7.3Grasp failure analysis
  4. 7.4Pre-simulation with a digital twin
  5. 7.5Integration with PLCs and MES systems
  6. 7.6Robotic cell safety
  7. 7.7Maintenance of grasping tools
  8. 7.8Continuous system improvement
  9. 7.9Operator training in the picking cell
  10. 7.10Case study: evaluation of a logistics picking cell
  1. 8.1Definition of evaluation metrics
  2. 8.2Definition of the manipulation scenario
  3. 8.3Gripper and perception selection
  4. 8.4Grasp synthesis and evaluation
  5. 8.5Trajectory planning
  6. 8.6Simulation integration
  7. 8.7Experimental validation in the cell
  8. 8.8Analysis of results
  9. 8.9Report and presentation
  10. 8.10Final review with the tutor
Methodology, software & labs

How you'll learn

100% online training on the SEIUM campus, with downloadable material, recorded lectures and a dedicated technical tutor. There are no fixed timetables: students progress at their own pace within the enrolment period, which makes it easy to combine with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is ROS 2 with MoveIt 2, OMPL, Open3D, NVIDIA Isaac Sim, RoboDK, in free, academic or evaluation versions. Case studies are based on real procedures: bin picking of bulk metal parts, order preparation in a logistics warehouse, and welding trajectory generation from CAD. Assessment is continuous by module, plus the final integrative project.

Accredited laboratories(EN ISO/IEC 17025) with a rotor test rig, EMC/Lightning pre-compliance, HIL/SIL and vibration/acoustics.
Evidence-driven Master's Thesis (final project):safety case, test plan, compliance dossier and operational limits.
Industry mentoring:teaching staff with a track record in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:a safety-by-design approach, with cyber-OT, DIH and compliance as its pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Definition of evaluation metrics

Analyse grasp mechanics and calculate grasp quality metrics.

Definition of the manipulation scenario

Synthesise grasps from CAD models and perception data.

Gripper and perception selection

Apply sampling-based and optimisation-based planners in environments with obstacles.

Grasp synthesis and evaluation

Generate complex continuous trajectories for industrial processes.

Trajectory planning

Integrate task and motion planning in pick-and-place operations.

Career opportunities

Where this takes you

Robotic manipulation engineerMotion planning software developerBin picking systems integrator3D vision engineerOffline robot programmerGrasping robotics researcher
Admissions & scholarships

Requirements

  • Prior technical training or professional experience in the sector. No university degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient Spanish to follow technical standards documentation.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 800 hours, spread over 6 to 8 months. That is an average of 10 to 15 hours per week, compatible with full-time work.

You will work with ROS 2 with MoveIt 2, OMPL, Open3D, NVIDIA Isaac Sim, RoboDK. Free, academic or evaluation versions are used, and the tutor indicates the open-source alternative where one exists.

An own diploma from SEIUM Institute upon passing the continuous assessment and the integrative project. It is in-house training, not an official qualification from the Ministry.

Yes. Modules passed in a course or postgraduate diploma in the same area can be credited towards the advanced programme. Please check the recognition policy when you enrol.

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