Abhi PYQ

Credits Table

Course Title L T P Credits
Machine Learning [119501] 3 0 0 3
Hydraulic Engineering [119502] 2 0 0 2
Analysis and design Of Concrete structure [119503] 3 0 0 3
Geotechnical Engineering -I [119504] 3 0 0 3
Hydrology and Water Resources Engineering [119505] 2 0 0 2
Environmental Engineering-I [119506] 3 0 0 3
Transportation Engineering [119507] 3 0 0 3
Summer Entrepreneurship-II [119508P] 6 Weeks 6
Hydraulic Engineering Lab [119502P] 0 0 2 1
Geotechnical Engineering -I Lab [119504P] 0 0 2 1
Hydrology and Water Resources Engineering Lab [119505P] 0 0 2 1
Environmental Engineering-I Lab [119506P] 0 0 2 1
Transportation Engineering Lab [119507P] 0 0 2 1
TOTAL 30

Theory Subjects

Lab Subjects

Machine Learning

  • Unit 1.0: Introduction
    • Types of learning
    • Common aspects of machine learning approach: Model
    • Parameters
    • Bias-Variance
    • Test
    • Train and validation datasets
    • Error function
    • Curse of dimensionality
    • Predictive analysis using regression
  • Unit 2.0: Python Basics
    • Fundamental Data Types in Python
    • Looping and Decision-making constructs
    • Functions
    • Classes
    • File handling
    • Database access
    • Output formatting
    • Modules
    • Statistics module
    • Numpy
    • Introduction to popular machine learning libraries Tensor Flow & Keras
  • Unit 3.0: Unsupervised Learning
    • Clustering
    • K-means
    • GMM & EM Algorithm
    • Eigen values and Eigen vectors
    • PCA - unsupervised dimensionality reduction technique
  • Unit 4.0: Supervised Learning
    • Classification: KNN
    • Bayes
    • Decision Tree
    • SVM: soft and hard margin
    • Kernel trick
    • LDA - supervised dimensionality reduction technique
  • Unit 5.0: Ensemble and Reinforcement Learning
    • Bagging
    • Random Forest and Boosting
    • Q-learning and SARSA algorithms
  • Unit 6.0: Neural Networks
    • Introduction
    • Perceptron model
    • Learning rules and activation functions
    • Multi-layer feed forward
    • Back-propagation
    • Introduction to feed-back networks

Text/Reference Books

  1. Machine Learning. Tom Mitchell, McGraw-Hill.
  2. Machine learning: an algorithmic perspective. Marsland, Stephen. Chapman and Hall/CRC, 2011.
  3. Introduction to artificial neural systems. Zurada, Jacek M. Vol. 8. St. Paul: West publishing company, 1992.
  4. A Tutorial on Support Vector Machines for Pattern Recognition. Christopher Burges, Data Mining and Knowledge Discovery, 1998

Hydraulic Engineering

  • Unit 1.0: Boundary Layer Analysis
    • Assumption and concept of boundary layer theory
    • Boundary-layer thickness
    • Displacement
    • Momentum & energy thickness
    • Laminar and Turbulent boundary layers on a flat plate
    • Laminar sub-layer
    • Smooth and rough boundaries
    • Local and average friction coefficients
    • Separation and Control
  • Unit 2.0: Introduction to Open Channel Flow
    • Comparison between open channel flow and pipe flow
    • Geometrical parameters of a channel
    • Classification of open channels
    • Classification of open channel flow
    • Velocity Distribution of channel section
  • Unit 3.0: Uniform Flow
    • Continuity Equation
    • Energy Equation and Momentum Equation
    • Characteristics of uniform flow
    • Chezy's formula
    • Manning's formula
    • Factors affecting Manning's Roughness Coefficient "n"
    • Most economical section of channel
    • Computation of Uniform flow
    • Normal depth
  • Unit 4.0: Non- Uniform Flow
    • Specific energy
    • Specific energy curve
    • Critical flow
    • Discharge curve Specific force Specific depth
    • And Critical depth
    • Channel Transitions
    • Measurement of Discharge and Velocity - Venturi Flume
    • Standing Wave Flume
    • Parshall Flume
    • Broad Crested Weir
    • Measurement of Velocity- Current meter
    • Floats
    • Hot-wire anemometer
    • Gradually Varied Flow- Dynamic Equation of Gradually Varied Flow
    • Classification of channel bottom slopes
    • Classification of surface profile
    • Characteristics of surface profile
    • Computation of water surface profile by graphical
    • Numerical and analytical approaches
    • Direct Step method
    • Graphical Integration method and Direct integration method
  • Unit 5.0: Hydraulic Jump
    • Theory of hydraulic jump
    • Elements and characteristics of hydraulic jump in a rectangular Channel
    • Length and height of jump
    • Location of jump
    • Types
    • Applications and location of hydraulic jump
    • Energy dissipation and other uses
    • Surge as a moving hydraulic jump
    • Positive and negative surges
  • Unit 6.0: Computational Fluid Dynamics
    • Basic equations of fluid dynamics
    • Grid generation
    • Introduction to in viscid incompressible flow
    • Boundary layer flow as applicable to C.F.D
    • Hydro informatics: Concept of hydro informatics - scope of internet and web based modeling in water resources engineering

Text/Reference

  1. Hydraulics and Fluid Mechanics, P.M. Modi and S.M. Seth, Standard Book House
  2. Theory and Applications of Fluid Mechanics, K. Subramanya, Tata McGraw Hill.
  3. Open channel Flow, K. Subramanya, Tata McGraw Hill.
  4. Open Channel Hydraulics, Ven Te Chow, Tata McGraw Hill.
  5. Burnside, C.D., "Electromagnetic Distance Measurement," Beekman Publishers, 1971.

Analysis and design Of Concrete structure

  • Unit 1.0: Introduction
    • Concepts of energy principles
    • Safety
    • Sustainable development in performance
    • What makes a structure
    • Principles of stability
    • Equilibrium
    • What is a structural engineer
    • Role of engineer
    • Architect
    • User
    • Builder
    • What are the functions
    • What do the engineers design
    • First principles of process of design
  • Unit 2.0: Introduction to reinforced concrete structures
    • Basic material properties: Stress-strain relation of concrete and reinforcing steel
  • Unit 3.0: Planning and Design Process
    • Materials
    • Loads
    • And Design Safety
    • Behaviour and Properties of Concrete and Steel
    • Wind and Earthquake Loads Design philosophy: assumptions and code of practice
  • Unit 4.0: Theory of singly reinforced members in bending
    • Design of simply supported and continuous beams with rectangular and flanged section
  • Unit 5.0: Limit state of collapse in shear
    • Design for bond
    • Design of one-way and two-way slab systems
  • Unit 6.0: Design of columns under uniaxial and biaxial bending
    • Design of footings and staircase

Text/Reference

  1. Nilson, A. H. Design of Concrete Structures. 13th edition. McGraw Hill, 2004
  2. Mc Cormac, J.C., Nelson, J.K. Jr., Structural Steel Design. 3rd edition. Prentice Hall, N.J., 2003.
  3. Galambos, T.V., Lin, F.J., Johnston, B.G., Basic Steel Design with LRFD, Prentice Hall, 1996
  4. Segui, W. T., LRFD Steel Design, 2nd Ed., PWS Publishing, Boston.
  5. Salmon, C.G. and Johnson, J.E., Steel Structures: Design and Behavior, 3rd Edition, Harper & Row, Publishers, New York, 1990.
  6. MacGregor, J. G., Reinforced Concrete: Mechanics and Design, 3rd Edition, Prentice Hall, New Jersey, 1997.
  7. Navy, E. G., Reinforced Concrete: A Fundamental Approach, 5th Edition, Prentice Hall, New Jersey.
  8. Wang C.K. and Salmon, C. G., Reinforced Concrete Design, 6th Edition, Addison Wesley, New York.
  9. Navy, E. G. Prestressed Concrete: A Fundamental Approach, Prentice Hall, NJ, (2003).
  10. Related Codes of Practice of BIS
  11. Smith, J. C., Structural Analysis, Harper and Row, Publishers, New York.
  12. W. McGuire, R. H. Gallagher and R. D. Ziemian. "Matrix Structural Analysis", 2nd Edition, John Wiley and Sons, 2000.
  13. NBC, National Building Code, BIS (2017).
  14. ASCE, Minimum Design Loads for Buildings and Other Structures, ASCE 7-02, American Society of Civil Engineers, Virginia, 2002.
  15. S. U. Pillai and D. Menon, Reinforced Concrete Design, Tata McGraw-Hill, 3rd edition, 2009.
  16. P. C. Varghese, Limit State Design of Reinforced Concrete, Prentice Hall India, 2nd edition, 2008.

Geotechnical Engineering -I

  • Unit 1.0: Introduction
    • Types of soils
    • Their formation and deposition
    • Definitions: Soil mechanics
    • Soil engineering
    • Rock mechanics
    • Geotechnical engineering
    • Scope of soil engineering
    • Comparison and difference between soil and rock
    • Basic Definitions and Relationships- Soil as three-phase system in terms of weight
    • Volume
    • Voids ratio
    • And porosity
    • Definitions: Moisture content
    • Unit weights
    • Degree of saturation
    • Voids ratio
    • Porosity
    • Specific gravity
    • Mass specific gravity
    • Etc
    • Relationship between volume weight
    • Voids ratio-moisture content
    • Unit weight-percent air voids
    • Saturation-moisture content
    • Moisture content-specific gravity etc
    • Determination of various parameters such as: Moisture content by oven dry method
    • Pycnometer
    • Sand bath method
    • Torsional balance method
    • Nuclear method
    • Alcohol method and sensors
    • Specific gravity by density bottle method
    • Pycnometer method
    • Measuring flask method
    • Unit weight by water displacement method
    • Submerged weight method
    • Core-cutter method
    • Sand-replacement method
  • Unit 2.0: Plasticity Characteristics of Soil
    • Introduction to definitions of: Plasticity of soil
    • Consistency limits- liquid limit
    • Plastic limit
    • Shrinkage limit
    • Plasticity
    • Liquidity and consistency indices
    • Flow & toughness indices
    • Definitions of activity and sensitivity
    • Determination of: Liquid limit
    • Plastic limit and shrinkage limit
    • Use of consistency limits
    • Classification of Soils- Introduction of soil classification: Particle size classification
    • Textural classification
    • Unified soil classification system
    • Indian standard soil classification system
    • Identification: Field identification of soils
    • General characteristics of soil in different groups
  • Unit 3.0: Permeability of Soil
    • Darcy's law
    • Validity of Darcy's law
    • Determination of coefficient of permeability: Laboratory method: Constant-head method
    • Falling-head method
    • Field method: Pumping-in test
    • Pumping-out test
    • Permeability aspects: Permeability of stratified soils
    • Factors affecting permeability of soil
    • Seepage Analysis- Introduction
    • Stream and potential functions
    • Characteristics of flow nets
    • Graphical method to plot flow nets
  • Unit 4.0: Effective Stress Principle
    • Introduction
    • Effective stress principle
    • Nature of effective stress
    • Effect of water table
    • Fluctuations of effective stress
    • Effective stress in soils saturated by capillary action
    • Seepage pressure
    • Quick sand condition
  • Unit 5.0: Composition of Soil
    • Introduction
    • Theory of compaction
    • Laboratory determination of optimum moisture content and maximum dry density
    • Compaction in field
    • Compaction specifications and field control
  • Unit 6.0: Stresses in soils
    • Introduction
    • Stresses due to point load
    • Line load
    • Strip load
    • Uniformly loaded circular area
    • Rectangular loaded area
    • Influence factors
    • Isobars
    • Boussinesq's equation
    • Newmark's Influence Chart
    • Contact pressure under rigid and flexible area
    • Computation of displacements from elastic theory

Text/Reference

  1. Soil Mechanics by Craig R.F., Chapman & Hall
  2. Fundamentals of Soil Engineering by Taylor, John Wiley & Sons
  3. An Introduction to Geotechnical Engineering, by Holtz R.D. and Kovacs, W.D., Prentice Hall, NJ
  4. Principles of Geotechnical Engineering, by Braja M. Das, Cengage Learning
  5. Principles of Foundation Engineering, by Braja M. Das, Cengage Learning
  6. Essentials of Soil Mechanics and Foundations: Basic Geotechnics by David F. McCarthy
  7. Soil Mechanics in Engineering Practice by Karl Terzaghi, Ralph B. Peck, and Gholamreza Mesri.
  8. Geotechnical Engineering: Principles and Practices of Soil Mechanics and Foundation Engineering (Civil and Environmental Engineering) by V.N.S. Murthy.

Hydrology and Water Resources Engineering

  • Unit 1.0: Introduction
    • Hydrologic cycle
    • Water-budget equation
    • History of hydrology
    • World water balance
    • Applications in engineering
    • Sources of data
    • Precipitation - forms of precipitation
    • Characteristics of precipitation in India
    • Measurement of precipitation
    • Rain gauge network
    • Mean precipitation over an area
    • Depth-area-duration relationships
    • Maximum intensity/depth-duration-frequency relationship
    • Probable Maximum Precipitation (PMP)
    • Rainfall data in India
  • Unit 2.0: Abstractions from precipitation
    • Evaporation process
    • Evaporimeters
    • Analytical methods of evaporation estimation
    • Reservoir evaporation and methods for its reduction
    • Evapotranspiration
    • Measurement of evapotranspiration
    • Evapotranspiration equations
    • Potential evapotranspiration over India
    • Actual evapotranspiration
    • Interception
    • Depression storage
    • Infiltration
    • Infiltration capacity
    • Measurement of infiltration
    • Modelling infiltration capacity
    • Classification of infiltration capacities
    • Infiltration indices
  • Unit 3.0: Runoff
    • Runoff volume
    • SCS-CN method of estimating runoff volume
    • Flow-duration curve
    • Flow-mass curve
    • Hydrograph
    • Factors affecting runoff hydrograph
    • Components of hydrograph
    • Base flow separation
    • Effective rainfall
    • Unit hydrograph surface water resources of India
    • Environmental flows
  • Unit 4.0: Ground water and well hydrology
    • Forms of subsurface water
    • Saturated formation
    • Aquifer properties
    • Geologic formations of aquifers
    • Well hydraulics: Steady state flow in wells
    • Equilibrium equations for confined and unconfined aquifers
    • Aquifer tests
    • Water withdrawals and uses - water for energy production
    • Water for agriculture
    • Water for hydroelectric generation; flood control
    • Analysis of surface water supply
    • Water requirement of crops- Crops and crop seasons in India
    • Cropping pattern
    • Duty and delta
    • Quality of irrigation water
    • Soil-water relationships
    • Root zone soil water
    • Infiltration
    • Consumptive use
    • Irrigation requirement
    • Frequency of irrigation
    • Methods of applying water to the fields: Surface
    • Subsurface
    • Sprinkler and trickle / drip irrigation
  • Unit 5.0: Distribution systems
    • Canal systems
    • Alignment of canals
    • Canal losses
    • Estimation of design discharge
    • Design of channels- rigid boundary channels
    • Alluvial channels
    • Kennedy's and Lacey's theory of regime channels
    • Canal outlets: Non-modular
    • Semi-modular and modular outlets
    • Water logging: Causes
    • Effects and remedial measures
    • Lining of canals
    • Types of lining
    • Drainage of irrigated lands: Necessity
    • Methods
  • Unit 6.0: Dams and spillways
    • Embankment dams: Classification
    • Design considerations
    • Estimation and control of seepage
    • Slope protection
    • Gravity dams: Forces on gravity dams
    • Causes of failure
    • Stress analysis
    • Elementary and practical profile
    • Arch and buttress dams
    • Spillways: Components of spillways
    • Types of gates for spillway crests
    • Reservoirs- Types
    • Capacity of reservoirs
    • Yield of reservoir
    • Reservoir regulation
    • Sedimentation
    • Economic height of dam
    • Selection of suitable site

Text/Reference

  1. K Subramanya, Engineering Hydrology, Mc-Graw Hill.
  2. K N Muthreja, Applied Hydrology, Tata Mc-Graw Hill.
  3. K Subramanya, Water Resources Engineering through Objective Questions, Tata McGraw Hill.
  4. G L Asawa, Irrigation Engineering, Wiley Eastern
  5. L W Mays, Water Resources Engineering, Wiley.
  6. J D Zimmerman, Irrigation, John Wiley & Sons
  7. C S P Ojha, R Berndtsson and P Bhunya, Engineering Hydrology, Oxford.

Environmental Engineering-I

  • Unit 1.0: Water
    • Sources of Water and quality issues
    • Water quality requirement for different beneficial uses
    • Water quality standards
    • Water quality indices
    • Water safety plans
    • Water Supply systems
    • Need for planned water supply schemes
    • Water demand industrial and agricultural water requirements
    • Components of water supply system; Transmission of water
    • Distribution system
    • Various valves used in W/S systems
    • Service reservoirs and design
  • Unit 2.0: Water Treatment
    • Aeration
    • Sedimentation
    • Coagulation flocculation
    • Filtration
    • Disinfection
    • Advanced treatments like adsorption
    • Ion exchange
    • Membrane processes
  • Unit 3.0: Air
    • Composition and properties of air
    • Quantification of air pollutants
    • Monitoring of air pollutants
    • Air pollution- Occupational hazards
    • Urban air pollution automobile pollution
    • Chemistry of combustion
  • Unit 4.0: Automobile engines
    • Quality of fuel
    • Operating conditions and interrelationship
    • Air quality standards
    • Control measures for Air pollution
    • Construction and limitations
  • Unit 5.0: Noise
    • Basic concept
    • Measurement and various control methods
  • Unit 6.0: Building Plumbing
    • Introduction to various types of home plumbing systems for water supply and waste water disposal
    • High rise building plumbing
    • Pressure reducing valves
    • Break pressure tanks
    • Storage tanks
    • Building drainage for high rise buildings
    • Various kinds of fixtures and fittings used

Text/Reference

  1. Introduction to Environmental Engineering and Science by Gilbert Masters, Prentice Hall, New Jersey.
  2. Introduction to Environmental Engineering by P. Aarne Vesilind, Susan M. Morgan, Thompson/Brooks/Cole; Second Edition 2008.
  3. Peavy, H.s, Rowe, D.R, Tchobanoglous, G. Environmental Engineering, Mc-Graw Hill International Editions, New York 1985.
  4. MetCalf and Eddy. Wastewater Engineering, Treatment, Disposal and Reuse, Tata McGraw-Hill, New Delhi.
  5. Manual on Water Supply and Treatment. Ministry of Urban Development, New Delhi.
  6. Plumbing Engineering. Theory, Design and Practice, S.M. Patil, 1999.
  7. Integrated Solid Waste Management, Tchobanoglous, Theissen & Vigil. McGraw Hill Publication
  8. Manual on Sewerage and Sewage Treatment Systems, Part A, B and C. Central Public Health and Environmental Engineering Organization, Ministry of Urban Development.

Transportation Engineering

  • Unit 1.0: Highway development and planning
    • Classification of roads
    • Road development in India
    • Current road projects in India
    • Highway alignment and project preparation
  • Unit 2.0: Geometric design of highways
    • Introduction
    • Highway cross section elements
    • Sight distance
    • Design of horizontal alignment
    • Design of vertical alignment
    • Design of intersections
    • Problems
  • Unit 3.0: Traffic engineering & control
    • Traffic Characteristics
    • Traffic engineering studies
    • Traffic flow and capacity
  • Unit 4.0: Traffic regulation and control
    • Design of road intersections
    • Design of parking facilities
    • Highway lighting
    • Problems
  • Unit 5.0: Pavement materials
    • Materials used in Highway Construction- Soils
    • Stone aggregates
    • Bituminous binders
    • Bituminous paving mixes
    • Portland cement and cement concrete: Desirable properties
    • Tests
    • Requirements for different types of pavements
    • Problems
  • Unit 6.0: Design of pavements
    • Introduction
    • Flexible pavements
    • Factors affecting design and performance
    • Stresses in flexible pavements
    • Design of flexible pavements as per IRC
    • Rigid pavements- components and functions
    • Factors affecting design and performance of CC pavements
    • Stresses in rigid pavements
    • Design of concrete pavements as per IRC
    • Problems

Text/Reference

  1. Khanna, S.K., Justo, C.E.G and Veeraragavan, A, 'Highway Engineering', Revised 10th Edition, Nem Chand & Bros, 2017.
  2. Kadiyalai, L.R., 'Traffic Engineering and Transport Planning', Khanna Publishers.
  3. Partha Chakraborty, 'Principles of Transportation Engineering, PHI Learning.
  4. Fred L. Mannering, Scott S. Washburn, Walter P. Kilareski, 'Principles of Highway Engineering and Traffic Analysis', 4th Edition, John Wiley.
  5. Srinivasa Kumar, R., Textbook of Highway Engineering, Universities Press, 2011.
  6. Paul H. Wright and Karen K. Dixon, Highway Engineering, 7th Edition, Wiley Student Edition, 2009.

Summer Entrepreneurship-II

Details

Summer Entrepreneurship-II is a 6-week program focusing on entrepreneurial skills and practical exposure.

Hydraulic Engineering Lab

List of Experiments

  1. Flow Visualization
  2. Studies in Wind Tunnel
  3. Boundary Layer
  4. Flow around an Aerofoil / circular cylinder
  5. Uniform Flow
  6. Velocity Distribution in Open channel flow
  7. Venturi Flume
  8. Standing Wave Flume
  9. Gradually Varied Flow
  10. Hydraulic Jump
  11. Flow under Sluice Gate
  12. Flow through pipes
  13. Turbulent flow through pipes
  14. Laminar flow through pipes
  15. Major losses / Minor losses in pipe

Geotechnical Engineering -I Lab

List of Experiments

  1. Field Density using Core Cutter method
  2. Field Density using Sand replacement method
  3. Natural moisture content using Oven Drying method
  4. Field identification of Fine Grained soils
  5. Specific gravity of Soils
  6. Grain size distribution by Sieve Analysis
  7. Grain size distribution by Hydrometer Analysis
  8. Consistency limits by Liquid limit
  9. Consistency limits by Plastic limit
  10. Consistency limits by Shrinkage limit
  11. Permeability test using Constant-head test method
  12. Permeability test using Falling-head method
  13. Compaction test: Standard Proctor test
  14. Compaction test: Modified Proctor test
  15. Relative density
  16. Consolidation Test
  17. Triaxial Test (UU)
  18. Vane shear test
  19. Direct Shear Test
  20. Unconfined Compression Strength Test

Hydrology and Water Resources Engineering Lab

Description

Hands on Experiment based on the theory of Hydrology & Water Resources Engineering.

Environmental Engineering-I Lab

List of Experiments

  1. Physical Characterization of water: Turbidity, Electrical Conductivity, pH
  2. Analysis of solids content of water: Dissolved, Settleable, Suspended, Total, Volatile, Inorganic etc
  3. Alkalinity and acidity, Hardness: Total hardness, Calcium and magnesium hardness
  4. Analysis of ions: Copper, Chloride and sulfate
  5. Optimum coagulant dose
  6. Chemical Oxygen Demand (COD)
  7. Dissolved Oxygen (D.O) and Biochemical Oxygen Demand (BOD)
  8. Break point Chlorination
  9. Bacteriological quality measurement: MPN
  10. Ambient Air quality monitoring (TSP, RSPM, SOx, NOx)
  11. Ambient noise measurement

Transportation Engineering Lab

Description

Hands on Experiment based on the theory of Transportation Engineering.

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