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EE3025 Electric Vehicle Architecture [PDF]

Anna University – EE3025 Electric Vehicle Architecture Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I VEHICLE ARCHITECTURE and SIZING EE3025 Electric Vehicle Architecture
Electric Vehicle History, and Evolution of Electric Vehicles. Series, Parallel and Series parallel
Architecture, Micro and Mild architectures. Mountain Bike – Motorcycle- Electric Cars and Heavy Duty
EVs. -Details and Specifications.

UNIT II VEHICLE MECHANICS (7+2 Skill) 9
Vehicle mechanics- Roadway fundamentals, Laws of motion, Vehicle Kinetics, Dynamics of vehicle
motion, propulsion power, velocity and acceleration, Tire –Road mechanics, Propulsion System
Design.

UNIT III POWER COMPONENTS AND BRAKES EE3025 Electric Vehicle Architecture
Power train Component sizing- Gears, Clutches, Differential, Transmission and Vehicle Brakes. EV
power train sizing, HEV Powertrain sizing, Example.

UNIT IV HYBRID VEHICLE CONTROL STRATEGY (7+2 Skill) 9
Vehicle supervisory controll, Mode selection strategy, Modal Control strategies.

UNIT V PLUG-IN HYBRID ELECTRIC VEHICLE EE3025 Electric Vehicle Architecture
Introduction-History-Comparison with electrical and hybrid electrical vehicle-Construction and working
of PHEV-Block diagram and components-Charging mechanisms-Advantages of PHEVs.

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REFERENCES: EE3025 Electric Vehicle Architecture
1. Mehrdad Ehsani, YiminGao, Sebastian E. Gay, Ali Emadi, ‘Modern Electric, Hybrid Electric and
Fuel Cell Vehicles: Fundamentals, Theory and Design’, CRC Press, 2004.
2. Build Your Own Electric Vehicle,Seth Leitman , Bob Brant, McGraw Hill, Third Edition 2013.
3. Advanced Electric Drive Vehicles, Ali Emadi, CRC Press, First edition 2017.
4. The Electric Vehicle Conversion Handbook: How to Convert Cars, Trucks, Motorcycles, and
Bicycles — Includes EV Components, Kits, and Project Vehicles Mark Warner, HP Books,
2011.
5. Heavy-duty Electric Vehicles from Concept to Reality, Shashank Arora, Alireza Tashakori
Abkenar, Shantha Gamini Jayasinghe, Kari Tammi, Elsevier Science, 2021
6. Electric Vehicles Modern Technologies and Trends, Nil Patel, Akash Kumar Bhoi,
Sanjeevikumar Padmanaban, Jens Bo Holm-Nielsen Springer, 2020
7. Hybrid Electric Vehicles: A Review of Existing Configurations and Thermodynamic Cycles,
Rogelio León , Christian Montaleza , José Luis Maldonado , Marcos Tostado-Véliz and
Francisco Jurado, Thermo, 2021, 1, 134–150. https://doi.org/10.3390/thermo1020010.

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Important question news Notes question bank Question Paper R-2021 Syllabus

CME387 Non-Traditional Machining Processes [PDF]

Anna University – CME387 Non-Traditional Machining Processes Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT – I INTRODUCTION AND MECHANICAL ENERGY BASED PROCESSES CME387 Non-Traditional Machining Processes
Introduction – Need for non-traditional machining processes – Classification of non-traditional machining
processes – Applications, advantages and limitations of non-traditional machining processes – Abrasive jet
machining, Abrasive water jet machining, Ultrasonic machining their principles, equipment, effect of process
parameters, applications, advantages and limitations.

UNIT – II CHEMICAL AND ELECTRO CHEMICAL ENERGY BASED PROCESSES CME387 Non-Traditional Machining Processes Notes
Principles, equipments, effect of process parameters, applications, advantages and limitations of Chemical
machining, Electro-chemical machining, Electro-chemical honing, Electro-chemical grinding, Electro chemical
deburring.

UNIT – III THERMO-ELECTRIC ENERGY BASED PROCESSES CME387 Non-Traditional Machining Processes Important Questions
Principles, equipments, effect of process parameters, applications, advantages and limitations of Electric
discharge machining, Wire electric discharge machining, Laser beam machining, Plasma arc machining,
Electron beam machining, Ion beam machining.

UNIT – IV NANO FINISHING PROCESSES CME387 Non-Traditional Machining Processes
Principles, equipments, effect of process parameters, applications, advantages and limitations of Abrasive
flow machining – Chemo mechanical polishing, Magnetic abrasive finishing, Magnetorheological finishing,
Magneto rheological abrasive flow finishing.

UNIT – V HYBRID NON-TRADITIONAL MACHINING PROCESSES CME387 Non-Traditional Machining Processes Question paper
Introduction – Various hybrid non-traditional machining processes, their working principles, equipments, effect
of process parameters, applications, advantages and limitations. Selection and comparison of different nontraditional machining processes.

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TEXT BOOKS:
1. Adithan. M., “Unconventional Machining Processes”, Atlantic, New Delhi, India, 2009. ISBN 13:
9788126910458
2. Anand Pandey, “Modern Machining Processes”, Ane Books Pvt. Ltd., New Delhi, India, 2019.

REFERENCES:
1. Benedict, G.F., “Non-traditional Manufacturing Processes”, Marcel Dekker Inc., New York 1987.
ISBN-13: 978-0824773526.
2. Carl Sommer, “Non-Traditional Machining Handbook”, Advance Publishing., United States, 2000,
ISBN-13: 978-1575373256.
3. Golam Kibria, Bhattacharyya B. and Paulo Davim J., “Non-traditional Micromachining Processes:
Fundamentals and Applications”, Springer International Publishing., Switzerland, 2017, ISBN:978-3-
319-52008-7.
4. Jagadeesha T., “Non-Traditional Machining Processes”, I.K. International Publishing House Pvt.
Ltd., New Delhi, India, 2017, ISBN-13: 978-9385909122.
5. Kapil Gupta, Neelesh K. Jain and Laubscher R.F., “Hybrid Machining Processes: Perspectives on
Machining and Finishing”, 1st edition, Springer International Publishing., Switzerland, 2016, ISBN13: 978-3319259208.

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CME384 Power Plant Engineering [PDF]

Anna University – CME384 Power Plant Engineering Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT – I COAL BASED THERMAL POWER PLANTS CME384 Power Plant Engineering
Rankine cycle – improvisations, Layout of modern coal power plant, Super Critical Boilers, FBC Boilers,
Turbines, Condensers, Steam & Heat rate, Subsystems of thermal power plants – Fuel and ash handling,
Draught system, Feed water treatment. Binary Cycles and Cogeneration systems.

UNIT – II DIESEL, GAS TURBINE AND COMBINED CYCLE POWER PLANTS CME384 Power Plant Engineering question paper
Otto, Diesel, Dual & Brayton Cycle – Analysis & Optimisation. Components of Diesel and Gas Turbine power
plants. Combined Cycle Power Plants. Integrated Gasifier based Combined Cycle systems.

UNIT – III NUCLEAR POWER PLANTS CME384 Power Plant Engineering
Basics of Nuclear Engineering, Layout and subsystems of Nuclear Power Plants, Working of Nuclear Reactors
: Boiling Water Reactor (BWR), Pressurized Water Reactor (PWR), CANada Deuterium- Uranium reactor
(CANDU), Breeder, Gas Cooled and Liquid Metal Cooled Reactors. Safety measures for Nuclear Power
plants.

UNIT – IV POWER FROM RENEWABLE ENERGY CME384 Power Plant Engineering important question
Hydro Electric Power Plants – Classification, Typical Layout and associated components including Turbines.
Principle, Construction and working of Wind, Tidal, Solar Photo Voltaic (SPV), Solar Thermal, Geo Thermal,
Biogas and Fuel Cell power systems.

UNIT – V ENERGY, ECONOMIC AND ENVIRONMENTAL
ISSUES OF POWER PLANTS CME384 Power Plant Engineering
Power tariff types, Load distribution parameters, load curve, Comparison of site selection criteria, relative
merits & demerits, Capital & Operating Cost of different power plants. Pollution control technologies including
Waste Disposal Options for Coal and Nuclear Power Plants.

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TEXT BOOKS: CME384 Power Plant Engineering Notes
1. Nag. P.K., “Power Plant Engineering”, Third Edition, Tata McGraw – Hill Publishing Company Ltd.,
2008.
2. A Textbook of Power Plant Engineeringby R.K. Rajput | 1 January 2016
REFERENCES: CME384 Power Plant Engineering
1. El-Wakil. M.M., “Power Plant Technology”, Tata McGraw – Hill Publishing Company Ltd., 2010.
2. Godfrey Boyle, “Renewable energy”, Open University, Oxford University Press in association with
the Open University, 2004.
3. Thomas C. Elliott, Kao Chen and Robert C. Swanekamp, “Power Plant Engineering”, Second
Edition, Standard Handbook of McGraw – Hill, 1998.
4. Power Plant Engineeringby B. Vijaya Ramnath C. Elanchezhian, L. Saravanakumar | 1 November
2019
5. Power Plant Engineering, As per AICTE: Theory and Practice by Dipak Kumar Mandal, Somnath
Chakrabarti, et al. | 1 January 2019

 

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CME380 Automobile Engineering [PDF]

Anna University – CME380 Automobile Engineering Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT – I VEHICLE STRUCTURE AND ENGINES CME380 Automobile Engineering
Types of automobiles vehicle construction and different layouts, chassis, frame and body, Vehicle
aerodynamics (various resistances and moments involved), IC engines – components-functions and
materials, variable valve timing (VVT).
UNIT – II ENGINE AUXILIARY SYSTEMS 9
Electronically controlled gasoline injection system for SI engines, Electronically controlled diesel injection
system (Unit injector system, Rotary distributor type and common rail direct injection system), Electronic
ignition system (Transistorized coil ignition system, capacitive discharge ignition system), Turbo chargers
(WGT, VGT), Engine emission control by three way catalytic converter system, Emission norms (Euro and
BS).
UNIT – III TRANSMISSION SYSTEMS CME380 Automobile Engineering
Clutch-types and construction, gear boxes- manual and automatic, gear shift mechanisms, Overdrive, transfer
box, fluid flywheel, torque converter, propeller shaft, slip joints, universal joints, Differential and rear axle,
Hotchkiss Drive and Torque Tube Drive.
UNIT – IV STEERING, BRAKES AND SUSPENSION SYSTEMS 9
Steering geometry and types of steering gear box-Power Steering, Types of Front Axle, Types of
Suspension Systems, Pneumatic and Hydraulic Braking Systems, Antilock Braking System (ABS),electronic
brake force distribution (EBD) and Traction Control.
UNIT – V ALTERNATIVE ENERGY SOURCES 9
Use of Natural Gas, Liquefied Petroleum Gas, Bio-diesel, Bio-ethanol, Gasohol and Hydrogen in AutomobilesEngine modifications required –Performance, Combustion and Emission Characteristics of SI and CI engines
with these alternate fuels – Electric and Hybrid Vehicles, Fuel Cell Note: Practical Training in dismantling and
assembling of Engine parts and Transmission Systems should be given to the students.

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TEXT BOOKS: CME380 Automobile Engineering notes
1. Jain K.K. and Asthana .R.B, “Automobile Engineering” Tata McGraw Hill Publishers, New Delhi, 2002.

2. Kirpal Singh, “Automobile Engineering”, Vol 1 & 2, Seventh Edition, Standard Publishers, New Delhi,
13th Edition 2014.

REFERENCES:
1. Ganesan V. “Internal Combustion Engines”, Third Edition, Tata McGraw-Hill, 2012.
2. Heinz Heisler, “Advanced Engine Technology,” SAE International Publications USA, 1998.
3. Joseph Heitner, “Automotive Mechanics,” Second Edition, East-West Press, 1999.
4. Martin W, Stockel and Martin T Stockle , “Automotive Mechanics Fundamentals,” The Good heart – Will
Cox Company Inc, USA ,1978.
5. Newton, Steeds and Garet, “Motor Vehicles”, Butterworth Publishers,1989.

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CCS341 Data Warehousing [PDF]

Anna University – CCS341 Data Warehousing Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I INTRODUCTION TO DATA WAREHOUSE CCS341 Data Warehousing
Data warehouse Introduction – Data warehouse components- operational database Vs data
warehouse – Data warehouse Architecture – Three-tier Data Warehouse Architecture – Autonomous
Data Warehouse- Autonomous Data Warehouse Vs Snowflake – Modern Data Warehouse

UNIT II ETL AND OLAP TECHNOLOGY 6
What is ETL – ETL Vs ELT – Types of Data warehouses – Data warehouse Design and Modeling –
Delivery Process – Online Analytical Processing (OLAP) – Characteristics of OLAP – Online
Transaction Processing (OLTP) Vs OLAP – OLAP operations- Types of OLAP- ROLAP Vs MOLAP
Vs HOLAP.

UNIT III META DATA, DATA MART AND PARTITION STRATEGY CCS341 Data Warehousing
Meta Data – Categories of Metadata – Role of Metadata – Metadata Repository – Challenges for
Meta Management – Data Mart – Need of Data Mart- Cost Effective Data Mart- Designing Data
Marts- Cost of Data Marts- Partitioning Strategy – Vertical partition – Normalization – Row Splitting
– Horizontal Partition

UNIT IV DIMENSIONAL MODELING AND SCHEMA 6
Dimensional Modeling- Multi-Dimensional Data Modeling – Data Cube- Star Schema- Snowflake
schema- Star Vs Snowflake schema- Fact constellation Schema- Schema Definition – Process
Architecture- Types of Data Base Parallelism – Datawarehouse Tools

UNIT V SYSTEM & PROCESS MANAGERS CCS341 Data Warehousing notes
Data Warehousing System Managers: System Configuration Manager- System Scheduling
Manager – System Event Manager – System Database Manager – System Backup Recovery
Manager – Data Warehousing Process Managers: Load Manager – Warehouse Manager- Query
Manager – Tuning – Testing

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TEXT BOOKS CCS341 Data Warehousing important questions
1. Alex Berson and Stephen J. Smith “Data Warehousing, Data Mining & OLAP”, Tata
McGraw – Hill Edition, Thirteenth Reprint 2008.
2. Ralph Kimball, “The Data Warehouse Toolkit: The Complete Guide to Dimensional
Modeling”, Third edition, 2013.

REFERENCES
1. Paul Raj Ponniah, “Data warehousing fundamentals for IT Professionals”, 2012.
2. K.P. Soman, ShyamDiwakar and V. Ajay “Insight into Data mining Theory and Practice”,
Easter Economy Edition, Prentice Hall of India, 2006

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CCS335 Cloud Computing [PDF]

Anna University – CCS335 Cloud Computing Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I CLOUD ARCHITECTURE MODELS AND INFRASTRUCTURE CCS335 Cloud Computing
Cloud Architecture: System Models for Distributed and Cloud Computing – NIST Cloud Computing
Reference Architecture – Cloud deployment models – Cloud service models; Cloud Infrastructure:
Architectural Design of Compute and Storage Clouds – Design Challenges
UNIT II VIRTUALIZATION BASICS 6
Virtual Machine Basics – Taxonomy of Virtual Machines – Hypervisor – Key Concepts –
Virtualization structure – Implementation levels of virtualization – Virtualization Types: Full
Virtualization – Para Virtualization – Hardware Virtualization – Virtualization of CPU, Memory and
I/O devices.
UNIT III VIRTUALIZATION INFRASTRUCTURE AND DOCKER CCS335 Cloud Computing Notes
Desktop Virtualization – Network Virtualization – Storage Virtualization – System-level of Operating
Virtualization – Application Virtualization – Virtual clusters and Resource Management – Containers
vs. Virtual Machines – Introduction to Docker – Docker Components – Docker Container – Docker
Images and Repositories.
UNIT IV CLOUD DEPLOYMENT ENVIRONMENT 6
Google App Engine – Amazon AWS – Microsoft Azure; Cloud Software Environments – Eucalyptus
– OpenStack.
UNIT V CLOUD SECURITY CCS335 Cloud Computing Important Questions
Virtualization System-Specific Attacks: Guest hopping – VM migration attack – hyperjacking. Data
Security and Storage; Identity and Access Management (IAM) – IAM Challenges – IAM Architecture
and Practice.

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TEXT BOOKS CCS335 Cloud Computing Question paper
1. Kai Hwang, Geoffrey C Fox, Jack G Dongarra, “Distributed and Cloud Computing, From
Parallel Processing to the Internet of Things”, Morgan Kaufmann Publishers, 2012.
2. James Turnbull, “The Docker Book”, O’Reilly Publishers, 2014.
3. Krutz, R. L., Vines, R. D, “Cloud security. A Comprehensive Guide to Secure Cloud
Computing”, Wiley Publishing, 2010.

REFERENCES
1. James E. Smith, Ravi Nair, “Virtual Machines: Versatile Platforms for Systems and
Processes”, Elsevier/Morgan Kaufmann, 2005.
2. Tim Mather, Subra Kumaraswamy, and Shahed Latif, “Cloud Security and Privacy: an
enterprise perspective on risks and compliance”, O’Reilly Media, Inc., 2009.

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CCS334 Big Data Analytics [PDF]

Anna University – CCS334 Big Data Analytics Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I UNDERSTANDING BIG DATA  CCS334 Big Data Analytics
Introduction to big data – convergence of key trends – unstructured data – industry examples of big
data – web analytics – big data applications– big data technologies – introduction to Hadoop – open
source technologies – cloud and big data – mobile business intelligence – Crowd sourcing analytics
– inter and trans firewall analytics.

UNIT II NOSQL DATA MANAGEMENT CCS334 Big Data Analytics
Introduction to NoSQL – aggregate data models – key-value and document data models –
relationships – graph databases – schemaless databases – materialized views – distribution models
– master-slave replication – consistency – Cassandra – Cassandra data model – Cassandra
examples – Cassandra clients

UNIT III MAP REDUCE APPLICATIONS
MapReduce workflows – unit tests with MRUnit – test data and local tests – anatomy of MapReduce
job run – classic Map-reduce – YARN – failures in classic Map-reduce and YARN – job scheduling
– shuffle and sort – task execution – MapReduce types – input formats – output formats.

UNIT IV BASICS OF HADOOP CCS334 Big Data Analytics
Data format – analyzing data with Hadoop – scaling out – Hadoop streaming – Hadoop pipes –
design of Hadoop distributed file system (HDFS) – HDFS concepts – Java interface – data flow –
Hadoop I/O – data integrity – compression – serialization – Avro – file-based data structures –
Cassandra – Hadoop integration.

UNIT V HADOOP RELATED TOOLS CCS334 Big Data Analytics
Hbase – data model and implementations – Hbase clients – Hbase examples – praxis.
Pig – Grunt – pig data model – Pig Latin – developing and testing Pig Latin scripts.
Hive – data types and file formats – HiveQL data definition – HiveQL data manipulation – HiveQL
queries.

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TEXT BOOKS: CCS334 Big Data Analytics notes
1. Michael Minelli, Michelle Chambers, and AmbigaDhiraj, “Big Data, Big Analytics:
Emerging Business Intelligence and Analytic Trends for Today’s Businesses”, Wiley,
2013.
2. Eric Sammer, “Hadoop Operations”, O’Reilley, 2012.
3. Sadalage, Pramod J. “NoSQL distilled”, 2013

REFERENCES: CCS334 Big Data Analytics important questions
1. E. Capriolo, D. Wampler, and J. Rutherglen, “Programming Hive”, O’Reilley, 2012.
2. Lars George, “HBase: The Definitive Guide”, O’Reilley, 2011.
3. Eben Hewitt, “Cassandra: The Definitive Guide”, O’Reilley, 2010.
4. Alan Gates, “Programming Pig”, O’Reilley, 2011

 

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AU3791 Electric and Hybrid Vehicles [PDF]

Anna University – AU3791 Electric and Hybrid Vehicles Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I DESIGN CONSIDERATIONS FOR ELECTRIC VEHICLES AU3791 Electric and Hybrid Vehicles Notes
Need for Electric vehicle- Comparative study of diesel, petrol, hybrid and electric Vehicles.
Advantages and Limitations of hybrid and electric Vehicles. – Design requirement for electric
vehicles- Range, maximum velocity, acceleration, power requirement, mass of the vehicle.
Various Resistance- Transmission efficiency- Electric vehicle chassis and Body Design, Electric
Vehicle Recharging and Refuelling Systems.

UNIT II ENERGY SOURCES AU3791 Electric and Hybrid Vehicles Important Questions
Battery Parameters – Different types of batteries – Lead Acid- Nickel Metal Hydride – Lithium ionSodium based- Metal Air. Battery Modelling – Equivalent circuits, Battery charging- Quick
Charging devices. Fuel Cell- Fuel cell Characteristics- Fuel cell types-Half reactions of fuel cell.
Ultra capacitors. Battery Management System.

UNIT III MOTORS AND DRIVES 9
Types of Motors- DC motors- AC motors, PMSM motors, BLDC motors, Switched reluctance
motors working principle, construction and characteristics.

UNIT IV POWER CONVERTERS AND CONTROLLERS AU3791 Electric and Hybrid Vehicles Question paper
Solid state Switching elements and characteristics – BJT, MOSFET, IGBT, SCR and TRIAC –
Power Converters – rectifiers, inverters and converters – Motor Drives – DC, AC motor, PMSM
motors, BLDC motors, Switched reluctance motors – four quadrant operations –operating modes

UNIT V HYBRID AND ELECTRIC VEHICLES 9
Main components and working principles of a hybrid and electric vehicles, Different
configurations of hybrid and electric vehicles. Power Split devices for Hybrid Vehicles – Operation
modes – Control Strategies for Hybrid Vehicle – Economy of hybrid Vehicles – Case study on
specification of electric and hybrid vehicles.

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TEXT BOOKS:
1. Iqbal Husain, “ Electric and Hybrid Vehicles-Design Fundamentals”, CRC Press,2003
2. Mehrdad Ehsani, “ Modern Electric, Hybrid Electric and Fuel Cell Vehicles”, CRCPress,2005.

REFERENCES:
1. James Larminie and John Lowry, “Electric Vehicle Technology Explained “ John Wiley &
Sons,2003
2. Lino Guzzella, “ Vehicle Propulsion System” Springer Publications,2005
3. Ron HodKinson, “Light Weight Electric/ Hybrid Vehicle Design”, Butterworth Heinemann
Publication,2005.

 

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AD3501 Deep Learning [PDF]

Anna University – AD3501 Deep Learning Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

UNIT I DEEP NETWORKS BASICS AD3501 Deep Learning Book
Linear Algebra: Scalars — Vectors — Matrices and tensors; Probability Distributions — Gradient-based
Optimization – Machine Learning Basics: Capacity — Overfitting and underfitting –Hyperparameters
and validation sets — Estimators — Bias and variance — Stochastic gradient descent — Challenges
motivating deep learning; Deep Networks: Deep feedforward networks; Regularization —
Optimization.

UNIT II CONVOLUTIONAL NEURAL NETWORKS AD3501 Deep Learning Syllabus
Convolution Operation — Sparse Interactions — Parameter Sharing — Equivariance — Pooling —
Convolution Variants: Strided — Tiled — Transposed and dilated convolutions; CNN Learning:
Nonlinearity Functions — Loss Functions — Regularization — Optimizers –Gradient Computation.

UNIT III RECURRENT NEURAL NETWORKS AD3501 Deep Learning Notes
Unfolding Graphs — RNN Design Patterns: Acceptor — Encoder –Transducer; Gradient Computation
— Sequence Modeling Conditioned on Contexts — Bidirectional RNN — Sequence to Sequence RNN
– Deep Recurrent Networks — Recursive Neural Networks — Long Term Dependencies; Leaky Units:
Skip connections and dropouts; Gated Architecture: LSTM.

UNIT IV MODEL EVALUATION AD3501 Deep Learning Important Questions
Performance metrics — Baseline Models — Hyperparameters: Manual Hyperparameter — Automatic
Hyperparameter — Grid search — Random search — Debugging strategies.

UNIT V AUTOENCODERS AND GENERATIVE MODELS AD3501 Deep Learning Question paper
Autoencoders: Undercomplete autoencoders — Regularized autoencoders — Stochastic encoders
and decoders — Learning with autoencoders; Deep Generative Models: Variational autoencoders –
Generative adversarial networks.

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TEXT BOOK AD3501 Deep Learning Book
1. Ian Goodfellow, Yoshua Bengio, Aaron Courville, “Deep Learning”, MIT Press, 2016.
2. Andrew Glassner, “Deep Learning: A Visual Approach”, No Starch Press, 2021.

REFERENCES AD3501 Deep Learning Notes
1. Salman Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun, “A Guide to
Convolutional Neural Networks for Computer Vision”, Synthesis Lectures on Computer Vision,
Morgan & Claypool publishers, 2018.
2. Yoav Goldberg, “Neural Network Methods for Natural Language Processing”, Synthesis Lectures
on Human Language Technologies, Morgan & Claypool publishers, 2017.
3. Francois Chollet, “Deep Learning with Python”, Manning Publications Co, 2018.
4. Charu C. Aggarwal, “Neural Networks and Deep Learning: A Textbook”, Springer International
Publishing, 2018.
5. Josh Patterson, Adam Gibson, “Deep Learning: A Practitioner’s Approach”, O’Reilly Media, 2017

 

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CE3601 Design of Steel Structural Elements [PDF]

CE3601 Notes: Design of Steel Structural Elements (Anna University – Regulation 2021)

Anna University – CE3601 Design of Steel Structural Elements Regulation 2021 Syllabus , Notes Book , Important Questions, Question Paper with Answers Previous Year Question Paper.

The CE3601 course, *Design of Steel Structural Elements*, is a pivotal subject in the civil engineering curriculum at Anna University, governed by the Regulation 2021 framework. This course equips students with comprehensive knowledge and practical skills in the design of steel structures, adhering to the latest industry standards and academic requirements.

Overview of CE3601: Design of Steel Structural Elements (Anna University)

In modern construction, steel is one of the most versatile and durable materials, used extensively in various infrastructure projects such as bridges, high-rise buildings, and industrial structures. The CE3601 course, as outlined in the Anna University Regulation 2021 syllabus, focuses on both theoretical and practical aspects of designing steel structural elements. It is designed to enhance students’ competence in analyzing and designing various steel members, ensuring safety, stability, and efficiency in construction projects.

# Key Objectives of CE3601 under Regulation 2021:
1. Develop a thorough understanding of steel material properties and their role in design applications.
2. Apply relevant Indian Standards (IS Codes) , especially IS 800:2007 , which serves as the principal guide for steel structure design.
3. Design critical steel structural members such as beams, columns, trusses, and connections, using appropriate load combinations and safety factors.
4. Understand the behavior of steel structures under various loading conditions, including dead loads, live loads, wind loads, and seismic forces.
5. Focus on both strength and serviceability limits to ensure that structures not only withstand loads but also meet durability and usability criteria.

Detailed Topics Covered in CE3601 (Anna University – Regulation 2021)

# 1. Steel Material Properties
– Understanding the mechanical properties of steel, such as yield strength, tensile strength, modulus of elasticity, and ductility.
– Material classification based on strength, composition, and durability.
– Behavior of steel under various stresses (tension, compression, shear) and its response to environmental factors like temperature changes and corrosion.

# 2. Design Principles Based on IS 800:2007
– The syllabus heavily focuses on following IS 800:2007 , which provides guidelines for designing steel structures, including general construction practices and material requirements.
– Understanding the Limit State Design (LSD) methodology, which ensures that the structures meet both ultimate strength and serviceability requirements.
– Application of partial safety factors in load combinations to ensure structural safety.

# 3. Design of Tension Members
– Calculation of tensile stresses in members subjected to axial loads.
– Design and analysis of bolted and welded tension members, ensuring that they meet strength and serviceability criteria.
– Critical design considerations such as slenderness ratio, buckling, and the effects of eccentric loading.

# 4. Design of Compression Members (Columns)
– Design of axially loaded columns using rolled steel sections and built-up sections.
– Understanding Euler’s buckling theory and how it affects column stability.
– Design for different slenderness ratios and the use of effective length in column design to prevent buckling.
– Implementation of IS 800:2007 guidelines for compression members.

# 5. Design of Beams
– Analyzing beams subjected to bending, shear, and torsion.
– Calculating the bending moment and shear force diagrams, understanding their importance in structural design.
– Addressing lateral torsional buckling in beams, a critical issue for long-span steel members.
– Design using rolled sections, plate girders, and composite beams (steel-concrete).

# 6. Design of Connections
– Connections form a critical part of structural integrity. In CE3601, students learn:
– Bolted Connections : Types of bolts, their strengths, and failure mechanisms.
– Welded Connections : Types of welds, design of fillet and butt welds.
– Riveted Connections : Though less common today, students explore legacy designs for a complete understanding.
– Emphasis is placed on shear capacity and bearing capacity of connections, ensuring that joints are both strong and economical.

# 7. Design of Trusses
– Analysis and design of roof and bridge trusses using steel members.
– Calculation of axial forces in truss elements using methods like the Method of Joints and Method of Sections .
– Ensuring stability under different load conditions and optimizing for weight and cost efficiency.

# 8. Design of Plate Girders and Composite Beams
– Plate Girders : Suitable for large spans, students learn the design principles, including flange and web design, stiffeners, and shear resistance.
– Composite Beams : The course introduces steel-concrete composite design, which increases structural efficiency by combining the strengths of both materials.

# 9. Design for Stability and Serviceability
– Ensuring that designed structures remain stable under different types of loading (axial, lateral, or rotational).
– Serviceability considerations such as deflection limits, vibration control, and long-term durability.
– Analysis of fatigue and fracture behavior, particularly for structures subjected to repeated or dynamic loads.

# 10. Load Analysis and Combinations
– Understanding various types of loads:
– Dead Load : Permanent load from the weight of the structure.
– Live Load : Temporary or moving loads like vehicles or people.
– Wind and Seismic Loads : External forces that impact the design of steel structures, especially in high-rise buildings or bridge design.
– Application of load combinations in accordance with IS 800:2007 to ensure structural safety under worst-case scenarios.

Study Tips for CE3601 under Regulation 2021

1. Familiarize Yourself with IS Codes : IS 800:2007 and related standards (IS 801 for cold-formed sections, IS 875 for loads) are essential for success. Regularly refer to these codes when solving design problems.

2. Practice Design Calculations : Mastering calculations for tension, compression, bending, and shear stresses is crucial. Work through example problems from textbooks and previous university papers.

3. Use Visual Aids : Create shear force diagrams and bending moment diagrams to visualize the forces acting on structural elements. This will help you understand how forces are distributed and resisted in steel members.

4. Group Discussions and Problem-Solving : Collaborate with peers to discuss complex design problems. Group study can help clarify difficult concepts and provide different approaches to the same problem.

5. Utilize Online Resources and Software : Software tools like STAAD.Pro or ETABS can help you simulate real-world scenarios and validate your manual calculations.

Syllabus Click Here
Notes Click Here
Important Questions Click Here
Previous Year Question Paper Click Here
Question Bank Click Here

The CE3601: Design of Steel Structural Elements course under Anna University’s Regulation 2021 is vital for civil engineering students aspiring to excel in structural design. With an emphasis on steel properties, design codes like IS 800:2007 , and practical applications, these notes will help you build a strong foundation in steel structural design. By mastering the topics covered in this course, students can ensure they are well-prepared to tackle both academic challenges and future professional roles in structural engineering.