COs(IE)

Course Outcome for Semester I (2023-24):

Sr. No.

COs of Sem I

Sensors and Transducers

        1

Understand the working principle, construction, operation, characteristics and features of Displacement, Speed and Vibration measurement Sensors and Transducers

        2

Examine the performance specifications of various Force and Torque measurement sensors and transducers

        3

Understand the working principle, construction, operation, characteristics and features
of pressure measurement Sensors and Transducers

       4

Select specific temperature measurement sensors and transducers for applications and also design signal conditioning circuit for it

       5

Select sensors and transducers for measurement of flow in applications

       6

Examine the performance specifications of various level, viscosity, density and humidity measurement sensors and transducers

                                                        Linear Integrated Circuits

       1

Illustrate the concepts of the basic characteristics, construction, open loop & close loop operations of operational amplifier.

       2

Apply different configurations of op-amp.

       3

Analyze and design different linear circuits using Op- amp with practical consideration.

       4

Analyze and design different nonlinear circuits using Op- amp with practical consideration.

       5

Demonstrate Electronic Circuits for Multivibrator and Voltage regulator using special purpose ICs.

       6

Illustrate types of filter, their applications and enable students to implement active filter circuits.

                                                          Control System Components

       1

Implementation of logic gates using relays

       2

Develop electrical circuits for motor control operations

       3

Construct pneumatic circuits for control applications using appropriate pneumatic components

       4

Construct hydraulic circuits for control applications using appropriate hydraulic components

       5

Design of SCR triggering circuit using UJT

       6

Understand the need of electronic safety circuits

                                                        Engineering Mathematics III

       1

Solve higher order linear differential equation using appropriate techniques to model and analyze electrical circuits.

       2

Apply Integral transforms such as Laplace transform to solve problems related to signal processing and control systems.

       3

Apply Integral transforms such as Fourier transform and Z-Transform to solve problems related to signal processing and control systems.

      4

Apply Statistical methods like correlation, regression and Probability theory as applicable to analyze and interpret experimental data related to energy management, power systems, testing and quality control.

      5

Perform Vector differentiation and integration, analyze the vector fields and apply to wave theory and electro-magnetic fields.

      6

Analyze Complex functions, conformal mappings, and perform contour integration in the study of electrostatics, signal and image processing.

                                                    Communication Skills
     1

Communicate, interact and present his ideas to the other professionals.
     2

Demonstrate the importance, role and contents of soft skills through instructions, knowledge acquisition, demonstration and practice
     3

Develop self-motivation, raised aspirations and belief in one’s own abilities, defining and committing to achieving one’s goals
     4

Assess the requirements of a task, identifying the strengths within the team, utilizing the diverse skills of the group to achieve the set objective

                                                Process Dynamics & Control

      1

Understand the basic principles & importance of process control.

       2

Formulate experimental model and analysis of process loops.

       3

Design, development and performance evaluation of feedback control loops.

       4

Apply knowledge of various process control strategies for multiloop systems.

       5

Use of decoupling control for multivariable control systems.

       6

Define a problem and solve process control assignments.

                                            Project Engineering and Management
  1

Discuss the role and responsibilities in the project organization structure
 2 Know the tools of Project Planning scheduling and planning
 3 Apply the Design documents/activities require in different phases of the project
 4 Apply the standards in the project development
5 Interpret the design information from the documents
6 Analyze the construction activities for control system graphics

 Computer Techniques & Applications

  1

Explain the operating system functions in detail.

   2

Compare various techniques of memory management.

   3

Differentiate real time operating system and operating system.

   4

Select the proper communication channel and software for transforming and storing the data

   5

Evaluate the performance of any developed software.

   6

List and compare various Software development Models

                                                     Industrial Internet Of Things

 1

Present a survey on building blocks of IOT

 2

Compare the connectivity technologies and protocols in IOT

3

Select IOT platform for an application

4

Comparison of different resources in IOT

5

Discuss Security issues in IOT

6

Develop Architectural Approach for IOT Empowerment Introduction

                                              Automotive Instrumentation

1

Explain batteries, starting system, charging and ignition system, lighting and other electrical systems inside an automobile.

2

Understand all the sensors and actuators used in automotive systems.

3

Explain the Power train, transmission of different types of automobiles with every detail parts of the system.

4

Explain the functioning of Chassis and Brake System.

5

teach the basic and advanced controls in automotive systems.

6

impart knowledge about the electronics and software involved in automotive systems.

                                               Smart and Wireless Instrumentation

1

Analyze Smart and Wireless Instrumentation with respect to various performance parameters.

2

Design and develop Applications using WSN (Wireless sensor Network).

3

Demonstration of various Node architectures

4

Demonstration of Fundamentals of wireless digital communication

5

Analyze the power sources

6

Demonstrate an ability to design strategies as per needs and specifications

Course Outcome for Semester II (2022-23):

 

COs for Sem II
Sr. No.

CO Statement

SE

Control Systems
1

Interpret the various types of control system
2

Develop mathematical models of LTI (Linear Time Invariant) systems
3

Design the system in canonical forms(Block Diagram & Signal Flow Graph)
4

Solve the mathematical model for standard test signals
5

Analyze the LTI system in time domain (Root Locus)
6 Analyze the LTI system in frequency domain system for stability (Bode plot)

Digital Electronics
1

To represent numerical values in various number systems and perform number conversions between different number systems.
2

Understand the basic logic gates and various variable reduction techniques of digital logic circuit.
3

Analyze, design and develop combinational and sequential digital circuits.
4

Understand operation of basic types of flip-flops, registers
5

Design counters, decoders, encoders, multiplexers and de-multiplexers
6

Design the combinational and sequential logic circuits using PLDs

Process Loop Elements
1

Define the control objectives, input variables (manipulated and disturbance) and output variables and draw the process control loops
2

Measure level/flow with DPT
3

Determine the response of discontinuous and continuous ( P, I, D, PI, PD and PID) control actions for standard input signals and estimate the PID controller parameters by using process reaction curve, Ziegler-Nichols and frequency response method for a given process
4

Tune the given controller
5

Analyze characteristics of control valve, select and determine control valve size for gas, vapor and liquid services
6

Demonstrate the working of control valve accessories and design a spring and diaphragm actuator

Signals & Systems
1

Identify and represent the type of signals and systems and Perform elementary operations on signals
2

Classify systems based on their properties
3

Understand fundamental properties of LTI systems and be able to determine response of the system for given input
4

Determine Fourier series and Fourier transform of Continuous time signals and understand how to interpret and plot Fourier transform magnitude and phase functions
5

Analyze and design of an LTI systems using Fourier transform and Laplace transform
6

Understand the concept of probability and statistical properties of signals

Data Structures
1

Understand and comprehend the basics of python programming
2

Test various operations of Array, Matrix and Lists
3

Implement various operations on Sets, Maps and Link Structures
4

Demonstrate various operations on Stacks Ques
5

Choose appropriate data structure for application
6

Understand applications that use ADT types of data

TE

Industrial Automation‐II
1

Understand the fundamentals of DCS Organization in Industrial Automation
2

Analyze the software and hardware DCS configuration
3

Differentiate the different security design approaches, engineering and operator interface
4

Demonstrate control logics using Distributed control system
5

Analyze the latest networking technologies RS232, RS485, OPC, HART and Field bus
6

Evaluate applications of DCS in process plants

Digital Signal Processing
1

Understand benefits and limitations of processing signals digitally and recognize types of discrete-time signals and discrete-time systems
2

Analyze Discrete Time Systems
3

Analyze the frequency of Discrete Time Signals
4

Analyze frequency of signals using DFT and FFT
5

Design digital IIR filters from analog filters
6

Design FIR filters using different methods

Building Automation (BA)
1

Articulate the purpose and operation of HVAC system components, the operation of HVAC systems
2

Apply knowledge of thermal comfort conditions and its impact on human comfort, productivity and health
3

Investigate HVAC air systems and water system operations and control philosophies
4

Evaluate importance of fire safety systems
5

Demonstrate the security & access control system
6

Present a review on building blocks of Intelligent Buildings

Machine Learning
1

Demonstrate machine leaning and its life cycle
2

Apply regression analysis of machine learning
3

Explain classification of supervised machine learning
4

Demonstrate supervised machine learning
5

Apply extended methods of supervised machine learning
6

Demonstrate unsupervised machine learning

BE

Process Instrumentation
1

Analysis and design of controller for Heat Exchangers
2

Ability to demonstrate usages of boiler controls
3

Design, evaluation of performance distillation column controls
4

Apply knowledge of various dryer and evaporation controls
5

Apprise use of reactor controls
6

Evaluate applications of pumps and compressor controls

Industrial Automation
1

Understand architecture of PLC, I/O Module, Communication module and Memory Addressing and designing ladder logic for application
2

Learn the architecture and programming of SCADA
3

Understand the need of SIS, risk reduction methods, evaluation of SIL (Safety Integrity Levels)
4

Learn and understand about the different standard communication protocols and their comparison
5

Understand and analyze the Distributed Control Systems and its configuration along with its applications in automation
6

Implement and apply the Process safety and Safety Management Systems

Building Automation
1

Demonstrate an understanding of the need and importance of HVAC technology, the typical and some advanced and innovative schematic designs, and the goals of HVAC engineering and HVAC systems
2

Demonstrate an understanding thermal comfort conditions with respect to temperature and humidity and human clothing and activities and its impact on human comfort, productivity, and health
3

Specify a complete air distribution system including fan, ductwork, and installation requirements for a typical HVAC system
4

Demonstrate an understanding of the engineering and operation of vapor compression and possibly heat-driven refrigeration systems and evaporative cooling systems
5

Identify and describe various types of fire protection systems
6

Understand the fundamental elements that make up an Access Control System

Renewable Energy Systems (RES)
1

Recognize current and possible future role of renewable energy sources
2

Appraise current technologies of utilizing renewable-energy sources
3

Assess the potential and economic viability of the utilization of a renewable-energy source
4

Develop strategic skills, show employability skills
5

Demonstrate a basic understanding of legal and ethical issues in an environment. Participate in a capstone project
6

Design in order implement and improve a component, process, or integrated system of people, materials, information, equipment, and energy to meet desired needs within realistic constraints

Automation In Agriculture
1

State the significance of Instrumentation engineering in the field of Agriculture
2

Analyze the Instrumentation setups for various process plants like Sugar factory and diary industry
3

Analyze greenhouse automation schemes
4

Select various sensors used in agriculture field
5

Enlist various standards used in Food Industry
6

Explain the application of SCADA & PLC in food industry

 Course Outcome for Semester I (2022-23):

Sr. No.

COs of Sem I

Sensors and Transducers

        1

Understand the working principle, construction, operation, characteristics and features of Displacement, Speed and Vibration measurement Sensors and Transducers

        2

Examine the performance specifications of various Force and Torque measurement sensors and transducers

        3

Understand the working principle, construction, operation, characteristics and features
of pressure measurement Sensors and Transducers

       4

Select specific temperature measurement sensors and transducers for applications and also design signal conditioning circuit for it

       5

Select sensors and transducers for measurement of flow in applications

       6

Examine the performance specifications of various level, viscosity, density and humidity measurement sensors and transducers

                                                        Linear Integrated Circuits

       1

Illustrate the concepts of the basic characteristics, construction, open loop & close loop operations of operational amplifier.

       2

Apply different configurations of op-amp.

       3

Analyze and design different linear circuits using Op- amp with practical consideration.

       4

Analyze and design different nonlinear circuits using Op- amp with practical consideration.

       5

Demonstrate Electronic Circuits for Multivibrator and Voltage regulator using special purpose ICs.

       6

Illustrate types of filter, their applications and enable students to implement active filter circuits.

                                                          Control System Components

       1

Implementation of logic gates using relays

       2

Develop electrical circuits for motor control operations

       3

Construct pneumatic circuits for control applications using appropriate pneumatic components

       4

Construct hydraulic circuits for control applications using appropriate hydraulic components

       5

Design of SCR triggering circuit using UJT

       6

Understand the need of electronic safety circuits

                                                        Engineering Mathematics III

       1

Solve higher order linear differential equation using appropriate techniques to model and analyze electrical circuits.

       2

Apply Integral transforms such as Laplace transform to solve problems related to signal processing and control systems.

       3

Apply Integral transforms such as Fourier transform and Z-Transform to solve problems related to signal processing and control systems.

      4

Apply Statistical methods like correlation, regression and Probability theory as applicable to analyze and interpret experimental data related to energy management, power systems, testing and quality control.

      5

Perform Vector differentiation and integration, analyze the vector fields and apply to wave theory and electro-magnetic fields.

      6

Analyze Complex functions, conformal mappings, and perform contour integration in the study of electrostatics, signal and image processing.

                                                    Communication Skills
     1

Communicate, interact and present his ideas to the other professionals.
     2

Demonstrate the importance, role and contents of soft skills through instructions, knowledge acquisition, demonstration and practice
     3

Develop self-motivation, raised aspirations and belief in one’s own abilities, defining and committing to achieving one’s goals
     4

Assess the requirements of a task, identifying the strengths within the team, utilizing the diverse skills of the group to achieve the set objective

                                                Process Dynamics & Control

      1

Understand the basic principles & importance of process control.

       2

Formulate experimental model and analysis of process loops.

       3

Design, development and performance evaluation of feedback control loops.

       4

Apply knowledge of various process control strategies for multiloop systems.

       5

Use of decoupling control for multivariable control systems.

       6

Define a problem and solve process control assignments.

                                            Project Engineering and Management
  1

Discuss the role and responsibilities in the project organization structure
 2 Know the tools of Project Planning scheduling and planning
 3 Apply the Design documents/activities require in different phases of the project
 4 Apply the standards in the project development
5 Interpret the design information from the documents
6 Analyze the construction activities for control system graphics

 Computer Techniques & Applications

  1

Explain the operating system functions in detail.

   2

Compare various techniques of memory management.

   3

Differentiate real time operating system and operating system.

   4

Select the proper communication channel and software for transforming and storing the data

   5

Evaluate the performance of any developed software.

   6

List and compare various Software development Models

                                                     Industrial Internet Of Things

 1

Present a survey on building blocks of IOT

 2

Compare the connectivity technologies and protocols in IOT

3

Select IOT platform for an application

4

Comparison of different resources in IOT

5

Discuss Security issues in IOT

6

Develop Architectural Approach for IOT Empowerment Introduction

                                              Automotive Instrumentation

1

Explain batteries, starting system, charging and ignition system, lighting and other electrical systems inside an automobile.

2

Understand all the sensors and actuators used in automotive systems.

3

Explain the Power train, transmission of different types of automobiles with every detail parts of the system.

4

Explain the functioning of Chassis and Brake System.

5

teach the basic and advanced controls in automotive systems.

6

impart knowledge about the electronics and software involved in automotive systems.

                                               Smart and Wireless Instrumentation

1

Analyze Smart and Wireless Instrumentation with respect to various performance parameters.

2

Design and develop Applications using WSN (Wireless sensor Network).

3

Demonstration of various Node architectures

4

Demonstration of Fundamentals of wireless digital communication

5

Analyze the power sources

6

Demonstrate an ability to design strategies as per needs and specifications

 Course Outcome for Semester II (2021-22):

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COs for Sem II
Sr. No.

CO Statement

SE

Control Systems
1

Interpret the various types of control system
2

Develop mathematical models of LTI (Linear Time Invariant) systems
3

Design the system in canonical forms(Block Diagram & Signal Flow Graph)
4

Solve the mathematical model for standard test signals
5

Analyze the LTI system in time domain (Root Locus)
6 Analyze the LTI system in frequency domain system for stability (Bode plot)

Digital Electronics
1

To represent numerical values in various number systems and perform number conversions between different number systems.
2

Understand the basic logic gates and various variable reduction techniques of digital logic circuit.
3

Analyze, design and develop combinational and sequential digital circuits.
4

Understand operation of basic types of flip-flops, registers
5

Design counters, decoders, encoders, multiplexers and de-multiplexers
6

Design the combinational and sequential logic circuits using PLDs

Process Loop Elements
1

Define the control objectives, input variables (manipulated and disturbance) and output variables and draw the process control loops
2

Measure level/flow with DPT
3

Determine the response of discontinuous and continuous ( P, I, D, PI, PD and PID) control actions for standard input signals and estimate the PID controller parameters by using process reaction curve, Ziegler-Nichols and frequency response method for a given process
4

Tune the given controller
5

Analyze characteristics of control valve, select and determine control valve size for gas, vapor and liquid services
6

Demonstrate the working of control valve accessories and design a spring and diaphragm actuator

Signals & Systems
1

Identify and represent the type of signals and systems and Perform elementary operations on signals
2

Classify systems based on their properties
3

Understand fundamental properties of LTI systems and be able to determine response of the system for given input
4

Determine Fourier series and Fourier transform of Continuous time signals and understand how to interpret and plot Fourier transform magnitude and phase functions
5

Analyze and design of an LTI systems using Fourier transform and Laplace transform
6

Understand the concept of probability and statistical properties of signals

Data Structures
1

Understand and comprehend the basics of python programming
2

Test various operations of Array, Matrix and Lists
3

Implement various operations on Sets, Maps and Link Structures
4

Demonstrate various operations on Stacks Ques
5

Choose appropriate data structure for application
6

Understand applications that use ADT types of data

TE

Industrial Automation‐II
1

Understand the fundamentals of DCS Organization in Industrial Automation
2

Analyze the software and hardware DCS configuration
3

Differentiate the different security design approaches, engineering and operator interface
4

Demonstrate control logics using Distributed control system
5

Analyze the latest networking technologies RS232, RS485, OPC, HART and Field bus
6

Evaluate applications of DCS in process plants

Digital Signal Processing
1

Understand benefits and limitations of processing signals digitally and recognize types of discrete-time signals and discrete-time systems
2

Analyze Discrete Time Systems
3

Analyze the frequency of Discrete Time Signals
4

Analyze frequency of signals using DFT and FFT
5

Design digital IIR filters from analog filters
6

Design FIR filters using different methods

Building Automation (BA)
1

Articulate the purpose and operation of HVAC system components, the operation of HVAC systems
2

Apply knowledge of thermal comfort conditions and its impact on human comfort, productivity and health
3

Investigate HVAC air systems and water system operations and control philosophies
4

Evaluate importance of fire safety systems
5

Demonstrate the security & access control system
6

Present a review on building blocks of Intelligent Buildings

Machine Learning
1

Demonstrate machine leaning and its life cycle
2

Apply regression analysis of machine learning
3

Explain classification of supervised machine learning
4

Demonstrate supervised machine learning
5

Apply extended methods of supervised machine learning
6

Demonstrate unsupervised machine learning

BE

Process Instrumentation
1

Analysis and design of controller for Heat Exchangers
2

Ability to demonstrate usages of boiler controls
3

Design, evaluation of performance distillation column controls
4

Apply knowledge of various dryer and evaporation controls
5

Apprise use of reactor controls
6

Evaluate applications of pumps and compressor controls

Industrial Automation
1

Understand architecture of PLC, I/O Module, Communication module and Memory Addressing and designing ladder logic for application
2

Learn the architecture and programming of SCADA