Recent Advances in Material, Manufacturing, and Machine Learning : Proceedings of 1st International Conference (RAMMML-22), Volume 1 book cover
1st Edition

Recent Advances in Material, Manufacturing, and Machine Learning
Proceedings of 1st International Conference (RAMMML-22), Volume 1

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ISBN 9781032416311
March 1, 2023 Forthcoming by CRC Press
792 Pages

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Book Description

The role of manufacturing in a country’s economy and societal development has long been established through their wealth generating capabilities. To enhance and widen our knowledge of materials and to increase innovation and responsiveness to ever-increasing international needs, more in-depth studies of functionally graded materials/tailor-made materials, recent advancements in manufacturing processes and new design philosophies are needed at present. The objective of this volume is to bring together experts from academic institutions, industries and research organizations and professional engineers for sharing of knowledge, expertise and experience in the emerging trends related to design, advanced materials processing and characterization, and advanced manufacturing processes.

Table of Contents

List of Tables and Figures xi

Foreword xxix

Preface xxxi

Chapter 1 An investigation on waste plastic materials for hydro carbon fuel production using alternative energy sources 1

Lavepreet Singh, Kaushalendra Dubey, Shreyansh Gupta, and Rahul Katiyar

Chapter 2 Research on the flexible transfer function of DC motor utilizing MATLAB software 8

Machina Tharuneswar, Metta Jagadeesh, Gurmail Singh Malhi, and

Md Helal Miah

Chapter 3 Solution of fractional differential equation and its applications in fluid mechanics 23

Eman Ali Ahmed Ziada

Chapter 4 Social network analysis for predicting students’ dropouts and performance using

e-learning 37

Samuel-Soma M. Ajibade, Oluwadare Joshua Oyebode, Sushovan Chaudhury, Odafe

Martin Ebere, Gloria Ekene Amadi, and Geovanny Genaro Reivan Ortiz

Chapter 5 Optimal scheduling methodology for machines, tool transporter and tools in

a multi-machine flexible manufacturing system without tool delay using flower

pollination algorithm 43

Sivarami Reddy Narapureddy, Padma Lalitha Mareddy, Chandra Reddy Poli, and

Sunil Prayagi

Chapter 6 Simultaneous scheduling of machines and tools without tool delay using crow

search algorithm 55

Padma Lalitha Mareddy, Sunil Prayagi, Sivarami Reddy Narapureddy, Hemantha Kumar, A.,

and Lakshmi Narsimhamu K.

Chapter 7 New Tool (DGSK-XGB) for forecasting multi types of gas (T2E3A) based

on intelligent analytics 66

Hadeer Majed, Samaher Al-Janabi, and Saif Mahmood

Chapter 8 Experimental investigation on the frictional losses of a twin cylinder CI engine with

pertinent utilization of polymethacrylate blend with conventional lubricants 78

Rupesh, P. L., Raja K., S. V. S. Subhash, Shiksha Tiwari,

K. Rajesh, Babu, and K. Pranay, Chowdary

Chapter 9 Intermittent renewable energy sources for green and sustainable environment – a study 87

Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.

Chapter 10 Evolution, revolution and future of plastics for an eco-friendly environment 95

Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.

Chapter 11 Effect of fine recycled aggregates on strength and durability properties

of concrete – A review 105

Mohd Imran, Mandeep Kaur, and Humaib Nasir

Chapter 12 Analysis of a rocket ozzle using method of characteristics 117

Vinayak H. Khatawate, Aniruddha Mallick, Dhaval Bhanushali, and Greeshma Gala

Chapter 13 Building integrated system to generation DC-power based on renewable energy 129

Ihab Al-Janabi, Samaher Al-Janabi, Monaria Hoshmand, and

Saeed Khosroabadi

Chapter 14 An innovative predictor (ZME-DEI) for generation electrical renewable energy

from solar energy 137

Zainab K. Al-Janabi and Samaher Al-Janabi

Chapter 15 Application of additive manufacturing in orbital-bone fracture reconstruction surgery 151

Deepak Shirpure, Prajwal Gedam, Jayant Giri, Aniket Mandlekar, Atharva Wankhede,

Atharva Chaudhari, Mohanish Khotele, and Rajkumar Chadge

Chapter 16 CFD analysis of vortex tube using multiple nozzles 157

Neeraj Sunheriya, Amey Bhoyar, Jayant Giri, R. B. Chadge, Chetan Mahatme,

and Pratik Lande

Chapter 17 Data pre-processing using descriptive statistics for mathematical modeling 175

Pallavi Jayant Giri and Prashant Patil

Chapter 18 Prediction of response parameter for turning AISI 4340 steel using hybrid

taguchi-ANN method (HTAM) 184

Prashant D. Kamble, Atul C. Waghmare, Ramesh D. Askhedkar, and

Shilpa B. Sahare

Chapter 19 Critical study on the characterstics of industrial byproducts as fine aggregate

on the performance of concrete 194

B. V. Bahoria, R. S. Berad, and S. A. Pande

Chapter 20 Cupronickel omposites: An overview of recent progress and applications 205

Ajay D. Pingale, Ayush Owhal, Anil S. Katarkar, Sachin U. Belgamwar, and

Jitendra S. Rathore

Chapter 21 The significance of fine aggregates on strength and shrinkage properties

of mortar (1:4) 213

Aaquib. R. Ansari and Anmol W. Dongre

Chapter 22 Optimisation of sewing workstation parameters to reduce low back compressive

load for sewing operator 220

Somdatta Tondre, Tushar Deshmukh, and Rajesh Pokale

Chapter 23 Monitoring and correction of power factor for residential loads 228

Y. Y. Dhage, R. R.Tambekar, R. B. Lasurkar, L. Dhole, P. J. Kathote,

and Atul Lilhare

Chapter 24 Mathematical Modelling different parameters with friction stir processing

for future applications 235

Bazani Shaik, P. Siddik Ali, and M. Muralidhara Rao

Chapter 25 Assessment of dimensional overcut induced during EDM of Die Steel D3 241

Ajaj Khan, Abdul Jabbar Ansari, and Syed Asghar Husain Rizvi

Chapter 26 Databases for machine learning: A journey from SQL to NOSQL 248

Dipali Meher, Baljeet Kaur, Alaknanda N. Pawar, and Sheetal Parekh

Chapter 27 Optimum solution of goal programming problem by modified Charnes penalty method 258

Monali G. Dhote and Girish M. Dhote

Chapter 28 A review on implementation of artificial intelligence techniques with smart grid 269

Ankur Kumar Gupta and Rishi Kumar Singh

Chapter 29 Smart micro-grid model to generated renewable energy based on embedded

intelligent and FPGA 278

Ihab Al-Janabi and Samaher Al-Janabi

Chapter 30 Fossil energy formation and its significance in earth’s energy resources 294

Pratheesh Kumar S., Rajesh R., Jayasuriya J., Lokes Arvind K., Santhosh B.,

and Madhan Kumar S.

Chapter 31 Advances in reclaimed asphalt pavement-geopolymer as subbase or base layer

or aggregate in pavements – a review 303

Tehmeena Bashir, Humaib Nasir, and Mandeep Kaur

Chapter 32 Study on fresh properties of self-compacting concrete blended with sugarcane

bagasse ash, metakaolin and glass Fibre 311

Monali Wagh and U. P. Waghe

Chapter 33 Transfer Learning for Glaucoma Detection 319

Shreshtha Gole, Neeraj Rangwani, Prachi Yeskar, Aishwarya Vyas,

Parag Jibhakate, and Kanchan Dhote

Chapter 34 Experimental evaluation and correlation of plasma transferred arc welding

parameters with hardfacing defects 326

Sachin Kakade, Ajaykumar Thakur, Sanjay Patil, and Dhiraj Deshmukh

Chapter 35 Lead generation strategy for an organisation through salesforce experience

cloud: a case study for YCCE 332

Ganesh Yenurkar, Ganesh Khekare, Nupur Bagul, Saylee Prakashe,

Punam Bandhate, and Shreya Pillai

Chapter 36 Innovative model development for enhancing the serviceability of flexible pavement

using fea 344

Meghana Dongre, Yogesh Kherde, Devendra Y. Shahare,

Aniket Pathade, and Snehal Banarse

Chapter 37 Research on key charrecteristics of aircraft product assembly process to improve

assembly accuracy 352

Md Helal Miah, Dharmahinder Singh Chand, and Gurmail Singh Malhi

Chapter 38 Performance analysis of conventional inverters driven SVM-PMSM drive 359

Rakesh G. Shriwastava, Nilesh C. Ghuge, D. D. Palande, and Ashwini Tidke

Chapter 39 Enviro-economic study of sustainable multi-crystalline silicon based solar photovoltaic

powered irrigation system for Indian rural areas 369

Kaushalendra Kumar Dubey, Rohit Tripathi, Kapil Rajput, Lavepreet Singh, RS Mishra,

and Gunjan Aggarwal

Chapter 40 Optimising feature selection technique through machine learning for intrusion

detection system 377

Pandurang V. Chate, Sunil B. Mane, and Rohini Y. Sarode

Chapter 41 Evaluation of prediction performance for K-Nearest neighbour, random forest

algorithm and extreme gradient boosting algorithms in the forecasting of fault

diagnosis for roller bearings 385

Ayyappa, T., I.V. Manoj, Shridhar Kurse, Jayant Kumar, and Tilak Bhattacharyya

Chapter 42 Fabrication and characterization of nanoencapsulated phyto-compounds 395

Prasad Sherekar, Roshni Rathod, Harsha Pardeshi, Sanvidhan G. Suke,

and Archana Dhok

Chapter 43 Influence of process parameters on electric discharge machining of DIN 1.2714 steel 400

Harvinder Singh, Santosh Kumar, and Swarn Singh

Chapter 44 Stacked classifier for network intrusion detection system 411

D. P. Gaikwad, D. Y. Dhande, and A. J. Kadam

Chapter 45 Paper classification of dental images using teeth instance segmentation for dental

treatment 418

D. P. Gaikwad, V. Joshi, and B. S. Patil

Chapter 46 Recent Practices and Development in the Wire EDM process 425

Dipak P. Kharat, M. P. Nawathe, and C. R. Patil

Chapter 47 Influence of vegetable oil based hybrid nano cutting fluids in titanium alloy machining 433

Vashisht Kant, Khirod Kumar Mahapatro, and P. Vamsi Krishna

Chapter 48 Improvement in student performance using 4QS and machine learning approach 440

Ruchita A. Kale and Manoj K. Rawat

Chapter 49 Tribological behaviour of Nickel treated with Silicon Nitride prepared through

powder metallurgy route 452

Rajneesh Gedam and Nitin Dubey

Chapter 50 Drop test finite element analysis of different grades of ASTM A500 for structural

lifting frame 457

Ashish Kumar Shrivastava, Ashish Kumar Sinha, Abhishek Choubey, Neha Choubey,

Manish Billore, and Juber Hussain Qureshi

Chapter 51 Verilog implementation of AES 256 algorithm 464

Ankita Tijare, Prajwal Yelne, Ankit Mindewar, and Khushboo Borgaonkar

Chapter 52 Wrapper-based feature selection on ransomware detection using machine learning 469

Rushikesh A. Pujari and Pravin S. Revankar

Chapter 53 Combined effect of split injection and EGR on performance and emission of

small diesel engine 475

Dond Dipak Kisan and Gulhane Nitin Parashram

Chapter 54 An intuitive and structured detection system for facial mask using YOLO

and VGG-19 to limit COVID-19 485

Diviya M., Hemapriya N., Charulatha B. S., and Subramanian M.

Chapter 55 Public acceptance of drones: An approach 493

M. Junaid Qureshi, AkshayKumar V. Kutty, Jayant Giri, Abhiram Dapke, Pallavi Giri,

R. B. Chadge, and Neeraj Sunheriya

Chapter 56 Challenges and recent advances in automated plant disease recognition

and classification using deep learning and machine learning 504

Vaishali G. Bhujade, G. H. Waghmare, and V. K. Sambhe

Chapter 57 Development of a new piped irrigation network for micro irrigation using cropwat and

epanet model 512

Pooja Somani, Avinash Garudkar, and Shrikant Charhate

Chapter 58 Application of value stream mapping for effective implementation of the lean system

in the small scale industry 521

Ajay Bonde, Shrikant Jachak, Akshad Soman, Aniruddha Jagirdar, Aadarsh Pandit,

and Satvik Koli

Chapter 59 Fluidised bed dryer for agricultural products: An approch 528

Vivek M. Korde, Jayant P. Giri, Narendra J. Giradkar, and Rajkumar B. Chadge

Chapter 60 A multi-source fused model for stock prediction using technical and linguistic

analysis via ensemble learning 536

Charanjeet Dadiyala and Asha Ambhaikar

Chapter 61 Simultaneous electrodeposition and electrochemical machining process planning

methodology 551

Vimal Kumar Deshmukh, Sanju Verma, Nihal Pratik Das, Mridul Singh Rajput,

and H.K. Narang

Chapter 62 Aerodynamics and combustion of a realistic annular gas turbine combustor:

A simulation study 558

Nguyen Ha Hiep and Nguyen Quoc Quan

Chapter 63 Comparative study of employing PSO-ANN and BP-ANN to model delamination

factor in CFRP/Ti6Al4V drilling 566

Aakash Ghosh, Aryan Sharma, Navriti Gupta, and Ranganath Muttana Singari

Chapter 64 Use of machine learning and financial risk profiling for sentiment analysis 574

Sheetal Thomas, Mridula Goel, Parul Verma, and Gunjan Chhablani

Chapter 65 Optimisation of airfoil shape based on lift and efficiency using genetic algorithms

with PARSEC method 583

Vinayak H. Khatawate, Raj Anadkat, and Tanmay Parekh

Chapter 66 Comparative analysis of texture segmentation using RP, PCA and Live wire

for Arial images 590

Pradnya A. Maturkar and Mahendra A. Gaikwad

Chapter 67 Study of surface wettability to enhance the nucleate pool boiling heat transfer

coefficient: A review 599

Niloy Laskar, Anil S. Katarkar, Biswajit Majumder, Abhik Majumder,

and Swapan Bhaumik

Chapter 68 Application of PLM in industry 4.0 environment 608

Yashwanth Jerripothula and Girish Bhiogade

Chapter 69 Factor affecting the thermal conductivity of nanofluids – A Review 617

Dharmender Singh Saini and S. P. S. Matharu

Chapter 70 Finite element analysis of alloy based hip implant under static loading conditions 625

Mahendra Singh, Dharmender Singh Saini, S. P. S. Matharu, and Mobassir Salim

Chapter 71 Localisation of brain tumor from brain MRI images using deep learning 635

Rakhi Wajgi, Jitendra Tembhurne, Hemant Pendharkar, and Onkar Deshpande

Chapter 72 A novel approach of word sense disambiguation for marathi language using machine

learning 643

Ujwalla Gawande, Swati Kale, and Chetana Thaokar

Chapter 73 Development of methodology and process of Soil stabilisation using fly ash

and plastic waste 654

J. M. Raut, S. R. Khandeshwar, P.B. Pande, Nikita Ingole, Radhika Shrawankar,

and Urvesh Borkar

Chapter 74 Generic recommendation system based on web usage mining concept 664

Arnav Ekapure and Aarti Karande

Chapter 75 Fabrication of hydrophobic textured surface using reverse micro EDM (RMEDM) 672

Sagar R. Dharmadhikari, Sachin A. Mastud, Shital V. Bharate, Aditi K. Dhale,

and Saurav R. Yadav

Chapter 76 A comparative analysis of different methods for predicting speech in a noisy signal 679

Keerti Kulkarni and P. A. Vijaya

Chapter 77 Deep learning model for the brain tumour detection and classification 687

Supriya Thombre, Mohini Mehare, Durvesh Manusmare, Riya Kharwade,

Mandar Shende, and Vaishali D. Tendolkar

Chapter 78 An experimental study of primitive prediction of crop prices using machine learning 694

Smita Kapse, Devendra Raut, Pushkar Kukde, Shrunkhala Fulzele, Sakshi Meshram,

Prathamesh Bhalerao, and Shital Telrandhe

Chapter 79 Design novel algorithm for sentimental data classification based on hybrid

machine learning 703

Jyoti Srivastava and Neha Singh

Chapter 80 Design and development of bull operated mulching machine suitable for small

scale farmers in India 710

Sandip S. Khedkar, Abhiroop Sarkar, Aditya Sankale, Ameya Kumbhare,

Arpit Mishra, and Ashish Yesankar

Chapter 81 Experimental and numerical analysis of jet impingement heating on cylindrical body 720

Ashvin Amale, Neeraj Sunheriya, R. B. Chadge, Pratik Lande, Jayant Giri, and

S. G. Mahakalkar

Chapter 82 A cost-effective water management framework for reuse of grey water in thermal

power plant boilers on usage of biomaterials 735

Raja K., Rupesh P. L., Vivek Panyam Muralidharan, S. V. S. Subhash, and

K. Pranay Chowdary

Chapter 83 Experimental optimisation of crushing parameters in stone crusher using

taguchi method 744

Shubhangi P. Gurway and Padmanabh A. Gadge

Chapter 84 Automated classification of ovarian tumors using GLCM and Tamura features

with Light GBM classifier 755

Smital Dhanraj Patil, Pramod Jagan Deore, and Vaishali Bhagwat Patil

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Rajiv Gupta; North Carolina State University, Raleigh, NC, United States

Devendra Deshmukh; Indian Institute of Technology, Indore

Awanikumar P. Patil; Visvesvaraya National Institute of Technology, Nagpur

Naveen Kumar Shrivastava; Birla Institute of Technology and Science, Pilani, Dubai (UAE)

Jayant Giri; Associate Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, Nagpur

R.B. Chadge; Assistant Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, Nagpur