Logistical integration (vertical and horizontal), collaboration, and coordination analysis
Freight distribution cluster design, and hyper-local logistics system design
Smart facilities (warehouse) management, digital control of warehouse
Managing Digital Operations for Circular Economy
Introduction to Sustainable Digital Operations
Multiple Objectives
Framework for implementing Sustainable Operations
Circular Economy (CE) - Overview
Evolution of the concept
CE-A Generic Framework
Digital Leadership (Managing Modern Enterprices)
Understanding Modern Enterprise
Digital Leadership in 'VUCA World'
Managing Enterprise Content
Foresight, Enterprise Policies and for Digital Leadership
Exploring the Data Analytics and its Maturity models
Maturity Model#1 with respect to Human-Decision-Action.
Maturity Model#2 with Complexity vs. Value addition.
Descriptive Analytics and Diagnostic Analytics with their case studies. Confusion matrix
Predictive Analytics and Prescriptive Analytics with their case studies. Sensitivity Analysis for estimating the influence of parameters on the outcome.
Exploration of AI and ML techniques
Introduction to Machine Learning and AI
Regression techniques
Classification techniques
Clustering techniques
Applications in Manufacturing
Maturity Model of Automation and Industrial Robotics
Maturity Model of Automation. Case study for each level of automation.
Relation between Industry4.0 – Operator 4.0 – Automation levels.
Types of Robotic Operations; Hardware and Software based Robots;applications in process automation for Smart Manufacturing.
Robot Motion Analysis and Control;
Robot Peripherals: End Effectors, Sensors, Actuators
Robot Cell Design Process and Autonomicity
Robot Cell Design and Control
Introducing Intelligence into the Robots
Machine Vision and Robotic Operations;
Cobots and Dobots
Strategic Analysis of various forms of applications of Robotics
Economic Analysis for Robotics
Implementation Principles and Issues
Robot Applications in Manufacturing: Material Transfer; Processing Operations; Assembly and Inspection;