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IE-501
Casting and Welding Technology
CO1: Use knowledge of materials technology for casting and welding.
CO2: Apply the knowledge of applications of strength of materials on welded
constructions
CO3: Shall have the ability to acquire knowledge of various welding processes.
CO4: Shall be able to perform design calculations on a welded component
CO5: Shall be able to find welding defects and their remedies.
CO6: Shall be able to use Non Destructive techniques in welding
CO7: Shall be able to locate and suggest remedies for about casting defects.
IE-503
Advanced Manufacturing and CAD
Students should be able to:
CO1: Create 2D and 3D models of various engineering parts, also use parametric
programming.
CO2: Select appropriate machines, material handling systems for engineering parts.
CO3: Analyze process parameters in order to optimize the product quality for Rapid
prototyping, micro machining etc.
CO4: Develop products using mechatronics concepts.
IE – 505
Tool Engineering and Mechanics of Cutting
Students should be able to:
CO1: Designing Jigs and fixtures for various engineering items
CO2: Designing press tools for various operations
CO3: Create models of cutting forces, temperature and tool wear
CO4: Optimize cutting parameters.
CO5: Analysing the cutting tool wear models.
CO6: Cost analysis for machining process.
IE - 507 Simulation & Modelling
CO1: Understand the system concept.
CO2: Apply functional modeling method to model the activities of a static system.
CO3: Apply the concept of Random variables, discrete and continuous probability
functions, Poisson processes, empirical distributions.
CO4: Analyze the behavior of a dynamic system and create an analogous model for a
dynamic system.
CO 5: Simulate the operation of a dynamic system and make improvement according to
the simulation results.
CO 6: Apply modern simulation technology for problem solving different types of real
life complex problems of business and industry.
IE - 509
Advanced Manufacturing and CAD Laboratory
Students should be able to:
CO1: Create solid models for assemblies
CO2: Develop programs for making parts on CNC machines
CO3: Analyze process parameters of various process like EDM wire cut, RPT etc
IE - 511
Casting and Welding Laboratory
Students shall be able to:
CO1: Analyze the variation in process parameters such as welding current, voltage, wire
feed rate etc. on different output parameters for Tungsten Inert Gas welding System.
CO2: Study and analyse the process parameters such as welding current, voltage, wire
feed rate etc. on different output parameters for Metal Inert Gas welding System.
CO3: Study and analyse the process parameters such as welding current, voltage, wire
feed rate etc. on different output parameters for Submerged Arc Welding System.
CO4: Study and analyse the process parameters for Plasma welding and cutting system.
CO5: Study and analyse the process parameters for Spot welding unit.
CO6: Prepare a sample of casting by varying process parameters using Injection Molding
Machine.
CO7: Study and analyse the variation in microstructure of casting sample by varying
process parameters for sand casting process.
IE – 502
CIM & Robotics
Students should be able to:
CO1: Select appropriate material handling device for industrial application
CO2: Perform kinematic analysis for various Robotic configurations
CO3: Develop dynamic models for various Robotic configuration
CO4: Control of industrial manipulators
IE - 504
Mechanics of Metal Forming
CO1: Shall be able to use technological advances in metal forming processes- forging,
rolling, extrusion, wire drawing and sheet metal forming
CO2: Shall be able to apply knowledge of Unconventional forming processes like
Hydrostatic extrusion, High energy rate forming processes, Hydro-forming of sheets and
tubes, Powder forming
CO3: Shall be able to apply the fundamentals of Stress-strain relations in elastic and
plastic deformations, Yield criteria for ductile metals, Work hardening and Anisotropy in
yielding
CO4: Shall be able to apply elements of theory of plasticity, Formulation of plastic
deformation problems, Application of theory of plasticity for solving metal forming
problems using slab method, Upper and lower bound methods, slip line field theory
CO5: Shall be able to analyse Friction and lubrication in cold and hot working
CO6: Shall be able to implement Finite Element Analysis in metal forming processes
IE - 506
Operations Management
CO1: Understand the History and Function of Operations Management in the organisation.
CO 2: Study of various forecasting techniques and selection of forecasting models.
CO3: Understand the application of Work System Design including Method study, Charts
and Diagrams, work measurement techniques.
CO4: Apply the Qualitative & Quantitative Techniques for location & layout decisions.
CO5: Understand the Inventory Management Wilson’s lot size model & other models. The
student will become familiar with ERP and various types of MRP techniques.
CO6: Evaluate the Capacity needs of an organisation and decide suitable options.
IE - 510
CIM and Robotics Laboratory
Students should be able to:
CO1: program PLC for different industrial applications
CO2: implement kinematic models on Matlab
CO3: implement dynamic models and controls on Matlab
IE - 512 -Metal Cutting and Forming Laboratory
CO1: Shall be able to: Analyse the working and different operation in case of Hydraulic
Press.
CO2: Shall be able to: Analyse the forming parameters such as forming speed on the
material defects and surface finish for the deep drawing operation using hydraulic press.
CO3: Shall be able to: Analyse the effect of variation in work piece material on surface
finish for the deep drawing operation using hydraulic press.
CO4: Shall be able to: Analyse the process parameters for variation in output for Drawing
operation.
CO5: Shall be able to: Analyse the effect of change in speed on wear of cutting tool using
Dynamometer & Sensors for condition monitoring.
CO6: Shall be able to: Analyse the effect of change in depth of cut on wear of cutting tool
using Dynamometer & Sensors for condition monitoring.
IE - 519
Seminar
CO1: Identification of real world problems.
CO2: Awareness of design methodologies & its implementation.
CO3: Advanced programming and working techniques.
CO4: Technical report writing.
IE - 520
Dissertation
CO1: Select tools, gather data, build models, and analyse processes used in projects for
business and industry.
CO2: Exhibit professional behaviour in dealing with external clients.
CO3: Demonstrate competence in planning and scheduling methods.
CO4: Demonstrate professional written and verbal presentation techniques.
CO5: Use the acquired knowledge for developing novel and innovative prototypes for
benefits of society at large.
IE-521
Design for Manufacturing and Assembly
CO1: Students will be able to demonstrate integration of the design, manufacturing and assembling
processes.
CO2: An ability to incorporate changes in the product design stage so that process capabilities of
the machines available in production shop are taken care of at design stage
CO3: Students will be able to design various automatic feeding mechanisms and systems.
CO4: Students will be able to use of various indexing machines and work out economics involved
for efficient processes
CO5: An ability for product design for high speed automatic assembly
IE-522
Advanced Materials and Metallurgy
CO1: Shall be able to: Apply the basic principles of selection of materials and challenges
in metallurgy
CO2: Shall be able to: Use the concepts of advanced design with and fabrication of
polymers
CO3: Shall be able to: Use advanced powder synthesis techniques, advanced processing
methods as well as Microstructural design and grain boundary engineering
CO4: Shall be able to: Apply phase selection criteria, Reinforcing mechanisms in
composite materials and there Interfaces, advantages and disadvantages
CO5: Shall be able to: Use techniques of fibre winding and fabrication
CO6: Shall be able to: Apply types of reinforcement in metal composites, their Chemical
compatibility and Fabrication processes
CO7: Shall be able to: Select surface modification techniques like Carburizing, Nitriding,
Nitro carburizing, Ion Implantation, Shot Peening and laser techniques
IE-523 Networks and Project Management
CO1: To conceptualize the objectives of project management, life cycle & systems
approach.
CO2: To develop competency in project financing, cost estimating & cost control.
CO3: To handle the complex tasks of time estimation and project scheduling, including
PERT and CPM.
CO4: To develop competencies in project time cost trade-off.
CO5: To appreciate and understand the use of computers in project management,
especially a tool like MS Project.
CO6: To develop ability for motivating participation in Projects.
IE-525
Management Information Systems
CO1: Students will be able to: Apply the concepts like data, information, normalization
etc. in real life.
CO2: Students will be able to: Help in designing suitable information system for the
specific needs of a functional area/organization as a whole
CO3: Students will be able to: Analyse the errors in the flow of information in an
organization and suggest suitable system to rectify this problem.
CO4: Students will have sufficient knowledge of advanced tools like simulation and
artificial intelligence and their role in decision making process.
CO5: Students will be able to: Work as team leaders/co-ordinators in the team created to
develop and implement Computer based information system in an organization.
IE-526
Non-conventional Machining Techniques
CO1: The student shall be able to: Select an appropriate non-conventional process for the desired
product made of metal, non-metal or alloys.
CO2: The student shall be able to: Recommend the process parameters so as to optimize MRR and
minimize TWR in USM process.
CO3: The student shall be able to: Design the horn for circular, rectangular and square cross
sections using half wave rectifiers.
CO4: The student shall be able to: Control the jet length, nozzle diameter and jet velocity for AJM
and WJM.
CO5: The student shall be able to: Design the tool/electrode for various geometries in EDM.
CO6: The student shall be able to: Select appropriate technique out of PAM, EBM, LBM and
HERF in view of environmental and societal constraints..
CO7: The student shall be able to: Design hybrids of various non-conventional machining
processes.
IE-527
Low Cost Automation
Students should be able to:
CO1: Develop automation solution for industrial applications using pneumatics and
hydraulics
CO2: Develop automation solution using Mechatronics concepts
CO3: Analyse various mechanism for automation
CO4: Design and analyse mechanism for feeding and orienting parts for automatic
assembly.
IE-528
Logistics and Supply Chain Management
CO1: Students will apply concepts and theories, historical background, & necessity of logistics
and supply chain management systems
CO2: Students will be able to use drivers & enablers of Logistics & Supply Chain systems &
understand necessity of alignment between Supply Chain & Business strategy.
CO3: Students will be able to use different types of distribution networks and design a network for
meeting a particular strategy of an organization
CO4: Students will develop capability to find optimal solutions for aggregate planning problems,
transportation problems with the help of solver tool
CO5: Students will be able to analyse the role of inventories in distribution systems and how these
get affected with different discount schemes offered
CO6: Students will be able to use the role of sourcing decisions and coordination of different
players in supply chains.
IE-529
Machine Tool Design
CO1: The student will be able to: apply the fundamental principles of metal cutting processes and
machine tools in practical applications.
CO2: The student will be able to: improve the operating capacity and performance of machining
processes by selecting /optimizing various machining parameters.
CO3: The student shall be able to: apply modern scientific tools and able to understand the latest
technologies in machine tool design.
CO4: The student shall be able to: design machine tool spindles and bearings, power screws, and
slide ways used in various machine tools independently.
CO5: The student shall be able to: design precision machine tools with the capability of introducing
Micro-feeding mechanisms for increasing productivity.
CO6: The student shall be able to: work in teams so as to Design of linear motion systems, ball,
screws, CNC feedback devices, controllers, feed drives, and servo motors for CNC machine tools.
IE-530
Quality Management
CO1: To apply the basic concepts of statistical quality & quality monitoring.
CO2: Formulate an (the) adequate statistical control problem for a production or similar
process & use alternative statistical methods for solving the process control problem.
CO3: Assess and compare alternative process control methods concretely (numerically) &
in general.
CO4: Use attribute sampling methods & assess economics of inspection for choosing an
inspection strategy (No Inspection, Sampling Inspection & 100% Inspection).
CO5: Estimate and test quality measures in general by means of modern and relevant
statistical tools.
CO6: To know about theoretical as well as implementation related briefs of ISO 9000 &
Quality Audit in an organization.
IE-531
Environment Management Systems
CO1: Analyse the complex and dynamic interactions between humans, environment &
ecosystem.
CO2: Knowledge and awareness of environmental legislations and their compliances
through case studies with respect to Indian industries.
CO3: By apply LCA methodology / other techniques & procedures for effective
environment design for green manufacturing.
CO4: Students shall be able to contribute to the development of environmental
management system (ISO 14000).
CO5: Students will have understanding of the environmental impact assessment in various
manufacturing processes & projects.
IE-532
Finite Element Analysis in Manufacturing
CO1: Students shall be able to identify mathematical model for solution of common
engineering problems.
CO2: Students shall be able to formulate simple problems into finite elements.
CO3: Students shall be able to solving structural, thermal, fluid flow problems.
CO4: Using professional-level finite element software students shall be able to solve
engineering problems in Solid mechanics, fluid mechanics and heat transfer.
CO5: Students shall be able to derive element matrix equation by different methods by
applying basic laws in mechanics and integration by parts
IE-533
Statistics for Research
CO1: Student shall be able to: demonstrate the capability of collecting useful data for drawing
logical conclusions based upon statistical analysis.
CO2: Student shall be able to: compare the samples by looking at the central tendencies such as
mean, median, standard deviation and other parameters such as quartiles, deciles, percentiles etc.
CO3: Student shall: know various theoretical probability distributions and use the same
research/other situations for various analyses.
CO4: Student shall be able to: perform correlation and regression analysis, to establish the relation
between dependent and independent variables.
CO5: Student shall be able to: apply advance statistical tests like chi-square test, F- test, T-test etc.
& use them for comparing samples and reach logical conclusions.
IE-534
Advanced Operations Research
CO1: Analyse any real life system with limited constraints and depict it in a model form.
CO2: Convert the problem into a mathematical model.
CO3: Solve the mathematical model manually as well as using soft resources/software such as
solver, TORA etc.
CO4: Understand variety of problems such as assignment, transportation, travelling salesman etc.
CO5: Understand advanced optimisation through Goal Programming, Integer Programming, Non-
Linear Programming etc.
CO6: Solve the problems mentioned in point 4 &5 using available softwares.
CO7: Understand different queuing situations and find the optimal solutions using models for
different situations.
CO8: Simulate different real life probabilistic situations using Monte Carlo simulation technique.
IE-535
Soft Computing Techniques
CO1: The students shall be able to: recognize the feasibility of applying a soft computing
methodology for a particular problem.
CO2: The students shall be able to: understand fuzzy sets, fuzzy systems and shall be
able to apply fuzzy logic and reasoning to handle uncertainty and solve engineering
problems
CO3: The students shall be able to: apply genetic algorithms to the optimization problems
CO4: The students shall be able to: understand Artificial Neural Networks and various
categories of ANN
CO5: The students shall be able to: apply neural networks to pattern classification and
regression problems and compare solutions by various soft computing approaches for a
given problem.
IE-536
Reliability and Maintenance Engineering
CO1: Understand the relationship of key concepts in reliability engineering and
application to maintenance strategies in a manufacturing environment
CO2: The students will be able to use various tools to determine the reliability and
availability parameters of a system,
CO3: The students will develop ability in formulating suitable maintenance strategies to
enhance system reliability/ availability of a system
CO4: Student will be able to apply concepts of TPM, RCM, & FMECA in managing the
manufacturing organization with highest possible levels of reliability/ availability
IE-537
Product Analysis and Cost Optimization
CO1: Student will understand : the basics of product design, planning and analysis
CO2: Student will be able to: analyse the customer specifications, convert them to
technical specifications and prioritize them using QFD
CO3: Student will be able to: design a simulation system and analyse the effects of
different technological, environmental and economic parameters on the performance of a
product.
CO4: Student will be able to: select the design parameters to optimize it’s cost while
meeting the requirements
CO5: Student will: observe various safety guidelines and professional ethics while
designing a new product
IE-538
Value Engineering
CO1: The student will able to acquire knowledge on Value Engineering problem solving
skills and appreciation of the difficulties involved in resolving their complexities.
CO2: The concept of most effective cost reduction efforts available.
CO3: Apply Value Engineering and Value Analysis for your projects & Integrate VE
within the design process.
CO4: Develop a systematic approach to avoid unnecessary costs.
CO5: Apply Value Engineering and Value Analysis for your projects, scientifically
compare and choose between alternatives.
IE-539 Inventory Management Systems
CO1: Understand the role of a materials and linkage between the materials & productivity
in an organization
CO2: Understand various activities of materials manager like purchasing, inventory
analysis, storage etc.
CO3: Study and analyze the inventory situation of a company and suggest improvements.
CO4: Apply the MRP principles of materials planning for dependent demand items.
CO5: Grasp the basic ideas of modern materials management tools like JIT, SMED etc.
CO6: Grasp the ethical issues in purchasing and negotiations.
CO7: To lead the teams for effective decision making and coordinate to effect purchase at
minimum cost.
IE-540 System Dynamics
CO1: The students will be able to Model a complex system;
CO2: The students will be able to Explore the dynamic behaviour of a system
CO3: The students will be able to appreciate the importance of feedback in systems
CO4: The students will be able to recommend strategies for improving system behaviour
IE-541
Strategic Management
CO1: Student will understand the need and methods of strategic management
CO2: Student will be able to analyse the impact of various environmental forces on the
performance of an organization
CO3: Student will be able to design suitable strategies for an organization based on SWOT
analysis.
CO4: Student will be able to compare different strategic alternatives available with a
company
CO5: Student will be able to apply suitable leadership style to overcome resistance to
change
IE-542
Advanced Optimization in Manufacturing
CO1: Students will be able to learn various advanced search methods for reaching optimal
solutions.
CO2: Students will learn and apply Multi Variate Optimisation Algorithms for solving complex
problems
CO3: Learn Constrained optimisation methods and also complex search methods
CO4: Students will gain knowledge of Evolutionary algorithms especially Gas for solving non-
linear problems and reaching global optima
IE-543
Research Methodology
CO1: The student shall be able to design appropriate research methodology for his research area
in the discipline of production and Industrial Engg.
CO2: The student shall be able to select the most suitable tools and techniques to carry out analysis
of data.
CO3: The student shall be able to identify various dependent and independent variables and
determine their interrelationship, and correlations
CO4: The student shall be able to design the experiments to be conducted for his research work so
as to be enhancing productivity considering the time and environmental issues.
CO5: The student shall be able to design the hypothesis independently and validate it using Z-test,
t-test, F-test, Chi square test and ANOVA.
CO6: The student shall be able to decide the appropriate size of sample for reducing the impact of
extraneous variables from his experiments.
IE-544
Change Management
CO1: The student shall be able to: plan, organize and make change in the organization.
CO2: The student shall be able to: recommend an appropriate driver to trigger change process in
the organization
CO3: The student shall be able to: identify obstacles to change management and collect the
appropriate data to make suitable strategy to remove them.
CO4: The student shall be able to: identify and analyse stepped and radical changes in the
organization.
CO5: The student shall be able to: use scientific tools and theories to estimate competitiveness in
an organization.
CO6: The student shall be able to: act as change agent in an organization and design the appropriate
strategy to make the change.
CO7: The student shall be able to: consider environmental issues while making change at his
workplace professionally.
IE-545
Mechanics of Metal Cutting
Students should be able to:
CO1: Analyse cutting tool geometries and its effect on cutting power consumption
CO2: Model cutting forces
CO3: Model heat generated while cutting
CO4: Model cutting tool life
CO5: Perform economic analysis, optimization
IE-549 Marketing Management
CO1: Students shall be able to: calculate the cost and selling price of a product.
CO2: Students shall be able to: design appropriate promotional strategies to motivate
consumers, traders and sales force.
CO3: Students shall be able to: analyse and improve the marketing performance of an
organization.
CO4: Students shall: work to identify and solve the consumer problems.
CO5: Students will: use marketing research to gauge and address various marketing issues.
CO6: Students shall be able to: motivate and lead the sales team towards achievement of
organizational sales and other marketing objectives.
IE-552 Financial Management and Accounting
CO1: Student will be able to: understand the concepts, conventions, functions and
limitations of Financial accounting
CO2: Student will be able to: prepare and analyse various financial statements of an
organization
CO3: Student will be able to: assess the performance of an organization using ratio
analysis
CO4: Student will be able to: design a system to assess the working capital needs of an
organization and its management
CO5: Student will be able to: communicate with different stakeholders of an organization
using financial statements
CO6: Student will be able to: observe the guidelines of SEBI in the working of finance
department of an organization
IE-553 Work System Design
Students shall be able to
CO1: carry out work system design using principles of motion economy & ergonomics.
CO2: Conduct time study using rating & establish the time standards for operational
activities.
CO3: Access the physical / ambient environment with respect to noise, heat stress, dust &
vibration.
CO4: analyse work posture & lifting task of workers engaged in manufacturing industry.
IE-560
Occupational Health and Safety Management
CO1: Students will understand the basics / laws related to environmental and safety
management in the industries.
CO2: Students will be able to formulate and implement new strategies for assuring health
and safety issues in the industries.
CO3: Students will learn the compliance requirements for the industries as per the existing
regulations such as Factory Act.
CO4: Students will be able to make appropriate decisions w.r.t. factors affecting
occupational health.
CO5: Students will be able to create awareness among the humans w.r.t. health hazards in
their working environment.
IE-575
Advanced Manufacturing Practices
CO1: The student shall be able to: select an appropriate non-conventional process for the desired
product made of metal, non-metal or alloys.
CO2: The student shall be able to: recommend the process parameters so as to optimize MRR and
minimize TWR in USM process.
CO3: The student shall be able to: design the horn for circular, rectangular and square cross
sections using half wave rectifiers.
CO4: The student shall be able to: control the jet length, nozzle diameter and jet velocity for AJM
and WJM.
CO5: The student shall be able to: design the tool/electrode for various geometries in EDM.
CO6: The student shall be able to: select appropriate technique out of PAM, EBM, LBM and HERF
in view of environmental and societal constraints..
CO7: The student shall be able to: design hybrids of various non-conventional machining
processes.
IE-576
Fracture & Fatigue
CO1: Students will be able to: calculate the stress-strain and load-displacement fields
around a crack tip.
CO2: Students will be able to: identify and formulate stress intensity factor, strain energy
release rate, and the stress and strain fields around a crack tip for linear and nonlinear
materials.
CO3: Students will be able to: define and predict fracture toughness of materials and be
familiar with the experimental methods to determine the fracture toughness.
CO4: Students will be able to: design materials and structures using fracture mechanics
approaches.
CO5: Students will be able to: understand fundamentals of fatigue, factors affecting
fatigue performance, fatigue loading, Characteristics of Fatigue Crack, Fatigue Crack
Initiation
CO6: Students will be able to: understand the effect of stress concentration on Fatigue
crack initiation, Generalized equation for predicting the fatigue-crack-initiation threshold
for steels, Methodology for predicting fatigue crack initiation from notches
IE-577 Micro Electro Mechanical System
Students will be able to:
CO1: Thoroughly describe different methods of microlithography and identify different
effects occurring during the lithographic process.
CO2: Systematically describe principles and implementations of dry etching as well as
identify different effect occurring during dry etching.
CO3: Analytically describe different deposition techniques and identify different effects
occurring during depositions on various topographies.
CO4: Report on various wet etching techniques and describe their principles and possible
usage.
CO5: Qualitatively describe surface micromachining and stress properties associated with
various deposition techniques.
CO6: Describe fundamental principles and processes for packaging of microsystems.
CO7: Identify scaling effects in different physical principles related to microsystems.
CO8: Report on different micro replication processes, alternative material choices and
miniaturization examples, and qualitatively compare different micro fabrication methods.
CO9: Critically evaluate, compare and appropriately select fabrication methods to realize
microstructures.
IE-578 Human Factor Engineering
CO1: Students will be able to: apply the basic knowledge of effect of factors like visual,
auditory and cognitive on performance to design suitable work systems.
CO2: The students will be able to: analyse the factors affecting decision making and
improve the same.
CO3: Students shall be able to: analyse and calculate the level of risk in a job causing
stress, fatigue and musculoskeletal disorders among the employees of an organisation and
will design a suitable system to reduce the same.
CO4: Students shall be able to: assess level of occupational environmental factors like heat
stress, noise, vibration and RSPM in a company.
CO5: Students shall be able to: analyse the manual materials handling tasks & give
recommendations to make the job safe & efficient.
IE-579
Energy and Environment
CO1: Students shall be able to: understand the principals & objectives of energy
management.
CO2: Students shall be able to: understand the various procedures for energy analysis &
audit.
CO3: Students shall be able to: design the energy management program in an organisation.
CO4: Students shell be able to: do energy analysis of various industrial systems,
transportation systems, buildings.
CO5: students shell be able to: understand the energy conservation act for its effective
implementation.
IE-580 Additive Manufacturing
Students shall be able to:
CO1: use basic knowledge of additive manufacturing processes.
CO2: Plan process for rapid prototyping.
CO3: Plan process parameters of additive manufacturing like build time, process support
structure, cost etc. for accuracy, stresses induced and surface proprties.
IE-581 Maintenance Management
Students shall be able to:
CO1: Plan and execute different maintenance strategies.
CO2: Implement safety issue during maintenance.
CO3: Estimate reliability of the system and suggest method for its improvement.
CO4: Use various computer applications in maintenance management
IE-582 Welding Science
Students shall be able to:
CO1:Select appropriate parameters for various welding processes.
CO2:Select various power sources.
CO3:Determine weldability of various materials.
CO4:Select among various advanced joing processes like friction stir welding, fusion
welding etc.