Performance Modeling & Analysis of Manufacturing Systems Detailed Syllabus for Production Engineering M.Tech first year second sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.
The detailed syllabus for Performance Modeling & Analysis of Manufacturing Systems M.Tech 2017-2018 (R17) first year second sem is as follows.
M.Tech. I Year II Sem.
UNIT – I : Manufacturing Systems & Control:
Automated Manufacturing Systems – Modeling – Role of performance modeling – simulation models Analytical models. Product cycle – Manufacturing automation – Economics of scale and scope – input/output model – plant configurations, Performance measures – Manufacturing lead time – Work in process – Machine utilization – Throughput – Capacity – Flexibility – Performability – Quality Control Systems – Control system architecture – Factory communications – Local area network interconnections – Manufacturing automation protocol – Database management system.
UNIT – II: Manufacturing Processes:
Examples of stochastics processes – Poisson process-Discrete time Markov chain models – Definition and notation – Sojourn times in states – Examples of DTMCs in manufacturing – Chapman – Kolmogorov equation – Steady-state analysis. Continuous Time Markov Chain Models – Definitions and notation – Sojourn times in states – examples of CTMCs in manufacturing – Equations for CTMC evolution – Markov model of a transfer line. Birth and Death Processes in Manufacturing – Steady state analysis of BD Processes – Typical BD processes in manufacturing.
UNIT – III : Queuing Model:
Notation for queues – Examples of queues in manufacturing systems – Performance measures – Little’s result – Steady state analysis of M/M/m queue, queues with general distributions and queues with breakdowns – Analysis of a flexible machine center.
UNIT – IV : Queuing Networks
Examples of QN models in manufacturing – Little’s law in queuing networks – Tandem queue – An open queuing network with feedback – An open central server model for FMS – Closed transfer line – Closed server model – Garden Newell networks.
UNIT V: Petrinets
Classical Petri Nets – Definitions – Transition firing and reachability – Representational power – properties – Manufacturing models.
Stochastic Petri Nets – Exponential timed Petri Nets – Generalized Stochastic Petri Nets – modeling of KANBAN systems – Manufacturing models.
REFERENCES:
- Viswanadham, N and Narahari, Y. “Performance Modelling of Automated Manufacturing Systems”, Prentice Hall of India, New Delhi, 1994
- Trivedi, K.S. “Probability and Statistics with Reliability, Queuing and Computer Science Applications”, Prentice Hall, New Jersey, 1982.
- Gupta S.C. & Kapoor V.K. “Fundamentals of Mathematical Statistics”, 3rd Edition, Delhi, 1988
For all other M.Tech 1st Year 2nd Sem syllabus go to JNTUH M.Tech Production Engineering 1st Year 2nd Sem Course Structure for (R17) Batch.
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