Recomendados
Recomendados
Mais conteúdo relacionado
Mais procurados
Mais procurados (20)
Semelhante a Machine learning & robotics
Semelhante a Machine learning & robotics (20)
Mais de haranadhreddy2
Mais de haranadhreddy2 (20)
Último
Último (20)
Machine learning & robotics
- 1. MACHINE LEARNING & ROBOTICS APPLICATIONS IN FOOD INDUSTRY 1 18-10-2021 Submitted By Dheivayani K Sushmanjali Nellore sravani Manasa Krishna vijith
- 2. MACHINE LEARNING • Machine learning is concerned with computer programs that automatically improve their performance through experience. • WHY MACHINE LEARNING? 18-10-2021 2 Discover new knowledge from large databases. Ability to mimic human and replace certain monotonous tasks. Develop systems that are too difficult to construct manually. It develops systems that can automatically adapt themselves to users.
- 3. APPLICATIONS IN FOOD INDUSTRY • Sorting food-(TOMRA Sorting Food develops sensor-based optical sorting solutions with machine learning capabilities) • Managing the supply chain • Ensuring employees follow personal hygiene procedures • Developing new products • Cleaning processing equipment 18-10-2021 3
- 4. ROBOTICS 4 • Robotics is a branch of engineering that involves the conception design manufacture and operation of robots. Robots are programmable machines which are usually able to carry out a series of actions autonomously, or semi-autonomously. 18-10-2021
- 5. APPLICATIONS IN FOOD INDUSTRY 5 • Dispensing Robots • Pick and Place Robots • Palletizing Robots • Sorting IR Vision Robots • Order Picking Robots • Clean Room Robots 18-10-2021
- 6. AREA OF WORKS 18-10-2021 6 Cartoning Cleaning Coding and marking Conveyors Filling Form fill seal Inspection Labelling Packing Palletising & Depalletising Wrapping Handling
- 7. USE OF ROBOTICS IN VARIOUS DEPARTMENTS 0 5 10 15 20 25 30 Packaging Repackaging palletizing Picking Production 18-10-2021 7 Number of companies
- 8. USE OF ROBOTICS IN MEAT INDUSTRY 8 • Removal of hair or hide of pig , cattle/ cow (KUKA robot) • De-fleecing sheep or pelting (Robertson) • Evisceration and dressing • Splitting • Primal cutting (ARTEPP) • Automated inspection and grading (AUTO-FOM ) • Deboning 18-10-2021
- 9. ROBOTIC OR AUTOMATED MILKING 9 • Robotic or automatic milking systems (AMS) are becoming increasingly important in dairy farming • Automatic Milking Systems (AMS) milk cows any time without the need for a human worker to be present • Cows choose when to be milked and detailed data is recorded by the robot which can be accessed remotely by computer or mobile device 18-10-2021
- 11. 18-10-2021 11
- 12. CHALLENGES IN ROBOTICS IN INDIA 18-10-2021 12 The high cost of adoption. Availability of Skilled labour and Procurement of hardware components.
- 13. CONCLUSION • Robotics has the potential to become next frontier in the food industries • Manual handling of foods is not going to end soon, but still the acceptance of automation and robotics in the industry is increasing • Robots are populating the food industry in increasing numbers as processors intensify their continuing, relentless search for faster, more economic methods of production that will enable them to satisfy the insatiable demands of modern retailers and the rapidly changing lifestyles of consumers • Robots increase the safety process and decrease the chances of downtimes or production shortfall, thanks to their reliability and availability 18-10-2021 13