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