Application of Soft Computing Techniques in Mechanical Engineering

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This text covers the latest intelligent technologies and algorithms related to the state-of-the-art methodologies of monitoring and mitigation of mechanical engineering. It covers important topics including computational fluid dynamics for advanced thermal systems, optimizing performance parameters by Fuzzy logic, design of experiments, numerical simulation, and optimizing flow network by artificial intelligence. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields including industrial, manufacturing, computer, mechanical, and materials science.

The book-

    • Introduces novel soft computing techniques needed to address sustainable solutions for the issues related to materials and manufacturing process.

    • Provides perspectives for the design, development, and commissioning of intelligent applications.

    • Discusses the latest intelligent technologies and algorithms related to the state-of-the-art methodologies of monitoring and mitigation of sustainable engineering.

    • Explores future generation sustainable and intelligent monitoring techniques beneficial for mechanical engineering.

      • Covers implementation of soft computing in the various areas of engineering applications.

      This book introduces soft computing techniques in addressing sustainable solutions for the issues related to materials and manufacturing process. It will serve as an ideal reference text for graduate students and academic researchers in diverse engineering fields including industrial, manufacturing, thermal, fluid, and materials science.

      Author(s): Amar Patnaik, Vikas Kukshal, Pankaj Agarwal, Ankush Sharma, Mahavir Choudhary
      Series: Computational and Intelligent Systems
      Publisher: CRC Press
      Year: 2022

      Language: English
      Pages: 288
      City: Boca Raton

      Cover
      Half Title
      Series Page
      Title Page
      Copyright Page
      Table of Contents
      Preface
      Acknowledgements
      Editors
      Contributors
      Chapter 1: Numerical investigation of a solar air heater duct with detached ribs
      1.1 Introduction: Background and driving forces
      1.2 Numerical setup
      1.3 Governing equations
      1.4 Results and discussions
      1.5 Conclusion
      References
      Chapter 2: CFD analysis for thickness optimization of a rotating packed bed (RPB)
      2.1 Introduction
      2.2 CFD model for RPB
      2.3 Results and discussion
      2.4 Conclusions
      Nomenclature
      References
      Chapter 3: Performance evaluation of solar photovoltaic system using vertical single-axis solar tracker in Himachal Pradesh, India
      3.1 Introduction
      3.1.1 Solar trackers
      3.2 Methodology
      3.2.1 Astronomical data analysis of test location
      3.2.2 Optimum tilt angles
      3.2.3 Design of tracker
      3.2.4 Block diagram
      3.2.5 Solar panel
      3.2.6 Fill factor and efficiency of test solar panel at STC
      3.3 Results and discussion
      3.3.1 Cloudy sky days
      3.3.2 Clear sky days
      3.4 Conclusion
      References
      Chapter 4: Analysis of drag force on a submerged thin plate under various wave steepness conditions: Numerical simulation approach
      4.1 Introduction: Background and driving forces
      4.2 Methodology
      4.3 Results and discussion
      4.4 Conclusions
      References
      Chapter 5: A single-zone thermodynamic model cycle simulation and optimization of combustion and performance characteristics of a diesel engine
      5.1 Introduction
      5.2 Literature review and objective
      5.3 Materials and methods
      5.3.1 Mathematical modeling of engine combustion
      5.4 Results and discussion
      5.4.1 Injection timing’s impact on engine performance
      5.4.2 The impact of engine speed on performance
      5.4.3 Compression ratio’s impact on engine performance
      5.4.4 Effect of EGR on engine performance
      5.4.5 Compression ratio, engine speed, EGR, and injection timing effects on combustion pressure, HRR, and ROPR
      5.5 Conclusions
      Acknowledgments
      Nomenclature
      References
      Chapter 6: Analysis of hydrodynamic efficiency on a rectangular based OWC: A numerical simulation approach
      6.1 Introduction
      6.2 Numerical modeling
      6.2.1 Numerical model
      6.2.2 Governing equations
      6.2.3 Hydrodynamic efficiency
      6.2.4 Geometry
      6.3 Model validation
      6.4 Results and discussion
      6.4.1 Effect of orifice ratio
      6.4.2 Effect of relative opening
      6.5 Conclusion
      References
      Chapter 7: Segregation in size bi-dispersed system of active particles
      7.1 Introduction to active matter
      7.2 Numerical methodology
      7.3 Results and discussion
      7.4 Conclusion
      References
      Chapter 8: A CFD model for parametric study of pipe elbow erosion behavior caused by the slurry flow
      8.1 Introduction
      8.2 Methodology
      8.2.1 Governing equation
      8.2.2 Turbulence modeling
      8.2.3 Particle tracking model
      8.2.4 Erosion equation
      8.3 Model implementation procedure
      8.3.1 Computational procedure
      8.3.2 Grid independence test
      8.4 Results and discussion
      8.4.1 CFD validation
      8.4.2 Effect of sand particle concentration
      8.4.3 Effect of slurry velocity
      8.4.4 Effect of sand particle size
      8.5 Conclusion
      Acknowledgments
      Nomenclature
      References
      Chapter 9: Dynamics of forced particles in an oscillating flow at low Reynolds numbers
      Introduction: Background of the problem
      Formulation and methodology
      The equations governing the transport
      Numerical and simulation procedure
      Results and discussion
      Conclusions
      References
      Chapter 10: Numerical study of F1 car rear wing assembly
      10.1 Introduction
      10.2 Literature review and objective
      10.3 Materials and methods
      10.4 Governing equations
      10.5 Results and discussion
      10.6 Conclusions
      References
      Chapter 11: Numerical investigation on the melting and solidification of Bio-PCM having annulus eccentricity in horizontal double pipe thermal energy storage
      11.1 Introduction
      11.2 Literature review and objective
      11.3 Computational section
      11.3.1 Physical and numerical model
      11.3.2 Governing equations
      11.3.3 Boundary conditions and independence tests
      11.3.4 Model validation
      11.4 Results and discussion
      11.4.1 Melting and solidification
      11.5 Conclusions
      Acknowledgements
      Nomenclature
      References
      Chapter 12: Multi-parametric optimization of a convective type waste heat recovery system
      12.1 Introduction
      12.1.1 Estimation of heat recovery
      12.2 Objectives of the presented research work
      12.3 Methodology
      12.3.1 Theoretical study and analysis
      12.3.2 Numerical study and analysis
      12.4 Results and discussions
      12.4.1 Results from the theoretical study
      12.4.2 Results from the numerical study
      12.5 Conclusions
      References
      Chapter 13: Sump pump output flow parameter optimization by Taguchi method
      13.1 Introduction
      13.2 Literature review and objective
      13.3 Taguchi method for design optimization
      13.4 Factor and levels for Taguchi method
      13.5 Design of experiment using orthogonal array
      13.6 Design of experiment as per orthogonal L9 Table
      13.7 Simulations performed
      13.8 Modeling and analysis of the pump sump
      13.9 Taguchi optimization method
      13.10 Results and discussion
      13.10.1 Data analysis for the response table of pump output flow
      13.10.2 Regression equation
      13.10.3 Model summary
      13.11 Conclusions
      Acknowledgements
      References
      Chapter 14: Prediction of fire-resistance rate of CFST columns using gene expression programming
      Introduction
      Data collection
      Research methodology
      Results and discussion
      Conclusions
      Nomenclature
      References
      Chapter 15: Computational comparative investigation of baseline and perforated pin-fins
      15.1 Introduction
      15.2 Computational modeling
      15.2.1 Computational domain and boundary conditions
      15.2.2 Heat sink dimensions
      15.3 Model validation
      15.4 Results and discussion
      15.4.1 Change in hydraulic performance
      15.4.2 Change in thermal performance
      15.4.3 Change in system performance ‘ η ’
      15.5 Conclusion
      Nomenclature
      References
      Chapter 16: A comparative study of patient-specific bifurcated carotid artery with different viscosity models
      16.1 Introduction: background and driving forces
      16.2 Materials and methods
      16.2.1 Blood flow modeling
      16.2.2 A general framework for patient-specific simulation and modeling
      16.2.3 Material properties
      16.2.4 Geometry and meshing
      16.2.5 Boundary condition
      16.3 Results and discussion
      16.4 Conclusions
      Nomenclature
      References
      Chapter 17: Recent advancements in induced-charge electrokinetic micromixing
      17.1 Introduction: background and applications
      17.2 Theory and fundamental
      17.3 Advancement in ICEK
      17.3.1 ICEK mixing with conductive chamber
      17.3.2 ICEK mixing with conductive link
      17.4 Conclusion
      References
      Chapter 18: Numerical study of unsteady flow of hybrid nanofluid induced by a slendering surface with suction and injection effects
      18.1 Introduction
      18.1.1 Objective of the study
      18.2 Mathematical model
      18.3 Similarity transformation
      18.4 Results and discussion
      18.4.1 Velocity profile
      18.4.2 Temperature profile
      18.5 Conclusions
      References
      Chapter 19: Computational analysis of toe-out type vortex generators for improved thermal capacity of finned tube arrays
      19.1 Introduction
      19.2 Numerical simulations
      19.2.1 Model validation
      19.3 Results and discussion
      19.3.1 Change in flow structure
      19.3.2 Thermal characteristics
      19.4 Conclusions
      Nomenclature
      References
      Index