Certificate in Simulation for Production Planning and Optimization
-- ViewingNowThe Certificate in Simulation for Production Planning and Optimization is a comprehensive course designed to equip learners with the skills to optimize production planning using simulation techniques. This course is critical in today's industry, where efficient production planning is essential for business success.
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โข Introduction to Simulation: Basics of simulation, types of simulation, advantages and disadvantages, principles and applications of simulation.
โข Production Planning and Control: Overview of production planning, production control concepts, types of production systems, production planning techniques, and production control methods.
โข Simulation Modeling Techniques: Discrete-event simulation, Monte Carlo simulation, system dynamics, and agent-based simulation.
โข Simulation Software: Overview of simulation software, advantages and disadvantages of different simulation software, and hands-on experience with popular simulation tools.
โข Simulation Design and Analysis: Designing simulation experiments, collecting and analyzing simulation data, statistical analysis, and sensitivity analysis.
โข Optimization Techniques: Linear programming, integer programming, nonlinear programming, dynamic programming, and heuristics for production planning and optimization.
โข Integration of Simulation and Optimization: Methods for integrating simulation and optimization, advantages and disadvantages, and practical applications.
โข Case Studies and Applications: Real-world examples of simulation and optimization in production planning, with hands-on experience and case study analysis.
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