IIT Madras Industry 4.0 Lectures
BSMS400156 lectures12 weeks
Weeks
- Week 15 lecturesCourse outline · Origins of industry 4.0 · Progression of industrial era · Examples of four industrial era · Revolution or evolution
- Week 24 lecturesFacility layout - introduction and types · Facility layout - process layout, group technology layout and layout spectrum · Facility layout - fixed position layout · Optimizing a product layout
- Week 38 lecturesFacility location · Single dimension - single facility problem · Two dimensions - single facility problem · Introduction to multiple facilities location · Multiple facilities location - 1 · Multiple facilities location - 2 · Generalized median problem · Facility location problem tutorial
- Week 46 lecturesSourcing decisions 1 · Sourcing decisions 2 · Sourcing decisions 3 · Supplier segmentation · Apriori algorithm · Apriori algorithm implementation
- Week 54 lecturesDeterministic inventory - EOQ · Probabilistic inventory - news vendor problem · Deterministic dynamic inventory - bellman equation 1 · Deterministic dynamic inventory - bellman equation 2
- Week 64 lecturesTutorial - bellman equation · Stochastic inventory · Tutorial - value iteration · Tutorial - policy iteration
- Week 76 lecturesInventory management in a complex network · Material flow in a complex network · Inventory management at various stages · Inventory decisions · Case on inventory allocation · Multi channel and omni-channel retailing
- Week 84 lecturesIoT · Time series forecasting · Excel based forecasting · Predictive maintenance
- Week 95 lecturesLogistics and distribution management - introduction and concepts · Logistics and distribution management - performance and relationship · Logistics and distribution management - mode selection · Logistics and distribution management - travelling salesman problem · Logistics and distribution management - vehicle routing problem
- Week 105 lecturesDigitization, digitalization and digital transformation · Digitalization in manufacturing industry · Industry 4.0 in product management · Simulation and erp - an introduction · Digital twins - concepts and principles
- Week 113 lecturesPricing · Capacity allocation · Littlewood's approximation
- Week 122 lecturesAl in manufacturing - part 1 · Al in manufacturing - part 2