Recent Advances in Material, Manufacturing, and Machine Learning

Rajiv Gupta; North Carolina State University, Raleigh, NC, United StatesDevendra Deshmukh; Indian Institute of Technology, IndoreAwanikumar P. Patil; Visvesvaraya National Institute of Technology, NagpurNaveen Kumar Shrivastava; Birla Institute of Technology and Science, Pilani, Dubai (UAE)Jayant Giri; Associate Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, NagpurR.B. Chadge; Assistant Professor, Department of Mechanical Engineering, Yeshwantrao Chavan College of Engineering, Nagpur

• List of Tables and Figures xiForeword xxixPreface xxxiChapter 1 An investigation on waste plastic materials for hydro carbon fuel production using alternative energy sources 1Lavepreet Singh, Kaushalendra Dubey, Shreyansh Gupta, and Rahul KatiyarChapter 2 Research on the flexible transfer function of DC motor utilizing MATLAB software 8Machina Tharuneswar, Metta Jagadeesh, Gurmail Singh Malhi, andMd Helal MiahChapter 3 Solution of fractional differential equation and its applications in fluid mechanics 23Eman Ali Ahmed ZiadaChapter 4 Social network analysis for predicting students’ dropouts and performance usinge-learning 37Samuel-Soma M. Ajibade, Oluwadare Joshua Oyebode, Sushovan Chaudhury, OdafeMartin Ebere, Gloria Ekene Amadi, and Geovanny Genaro Reivan OrtizChapter 5 Optimal scheduling methodology for machines, tool transporter and tools ina multi-machine flexible manufacturing system without tool delay using flowerpollination algorithm 43Sivarami Reddy Narapureddy, Padma Lalitha Mareddy, Chandra Reddy Poli, andSunil PrayagiChapter 6 Simultaneous scheduling of machines and tools without tool delay using crowsearch algorithm 55Padma 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) basedon intelligent analytics 66Hadeer Majed, Samaher Al-Janabi, and Saif MahmoodChapter 8 Experimental investigation on the frictional losses of a twin cylinder CI engine withpertinent utilization of polymethacrylate blend with conventional lubricants 78Rupesh, P. L., Raja K., S. V. S. Subhash, Shiksha Tiwari,K. Rajesh, Babu, and K. Pranay, ChowdaryChapter 9 Intermittent renewable energy sources for green and sustainable environment – a study 87Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.Chapter 10 Evolution, revolution and future of plastics for an eco-friendly environment 95Pratheesh Kumar S., Dinesh R., Balaganesh S., and Vijayakumar V.Chapter 11 Effect of fine recycled aggregates on strength and durability propertiesof concrete – A review 105Mohd Imran, Mandeep Kaur, and Humaib NasirChapter 12 Analysis of a rocket ozzle using method of characteristics 117Vinayak H. Khatawate, Aniruddha Mallick, Dhaval Bhanushali, and Greeshma GalaChapter 13 Building integrated system to generation DC-power based on renewable energy 129Ihab Al-Janabi, Samaher Al-Janabi, Monaria Hoshmand, andSaeed KhosroabadiChapter 14 An innovative predictor (ZME-DEI) for generation electrical renewable energyfrom solar energy 137Zainab K. Al-Janabi and Samaher Al-JanabiChapter 15 Application of additive manufacturing in orbital-bone fracture reconstruction surgery 151Deepak Shirpure, Prajwal Gedam, Jayant Giri, Aniket Mandlekar, Atharva Wankhede,Atharva Chaudhari, Mohanish Khotele, and Rajkumar ChadgeChapter 16 CFD analysis of vortex tube using multiple nozzles 157Neeraj Sunheriya, Amey Bhoyar, Jayant Giri, R. B. Chadge, Chetan Mahatme,and Pratik LandeChapter 17 Data pre-processing using descriptive statistics for mathematical modeling 175Pallavi Jayant Giri and Prashant PatilChapter 18 Prediction of response parameter for turning AISI 4340 steel using hybridtaguchi-ANN method (HTAM) 184Prashant D. Kamble, Atul C. Waghmare, Ramesh D. Askhedkar, andShilpa B. SahareChapter 19 Critical study on the characterstics of industrial byproducts as fine aggregateon the performance of concrete 194B. V. Bahoria, R. S. Berad, and S. A. PandeChapter 20 Cupronickel omposites: An overview of recent progress and applications 205Ajay D. Pingale, Ayush Owhal, Anil S. Katarkar, Sachin U. Belgamwar, andJitendra S. RathoreChapter 21 The significance of fine aggregates on strength and shrinkage propertiesof mortar (1:4) 213Aaquib. R. Ansari and Anmol W. DongreChapter 22 Optimisation of sewing workstation parameters to reduce low back compressiveload for sewing operator 220Somdatta Tondre, Tushar Deshmukh, and Rajesh PokaleChapter 23 Monitoring and correction of power factor for residential loads 228Y. Y. Dhage, R. R.Tambekar, R. B. Lasurkar, L. Dhole, P. J. Kathote,and Atul LilhareChapter 24 Mathematical Modelling different parameters with friction stir processingfor future applications 235Bazani Shaik, P. Siddik Ali, and M. Muralidhara RaoChapter 25 Assessment of dimensional overcut induced during EDM of Die Steel D3 241Ajaj Khan, Abdul Jabbar Ansari, and Syed Asghar Husain RizviChapter 26 Databases for machine learning: A journey from SQL to NOSQL 248Dipali Meher, Baljeet Kaur, Alaknanda N. Pawar, and Sheetal ParekhChapter 27 Optimum solution of goal programming problem by modified Charnes penalty method 258Monali G. Dhote and Girish M. DhoteChapter 28 A review on implementation of artificial intelligence techniques with smart grid 269Ankur Kumar Gupta and Rishi Kumar SinghChapter 29 Smart micro-grid model to generated renewable energy based on embeddedintelligent and FPGA 278Ihab Al-Janabi and Samaher Al-JanabiChapter 30 Fossil energy formation and its significance in earth’s energy resources 294Pratheesh 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 layeror aggregate in pavements – a review 303Tehmeena Bashir, Humaib Nasir, and Mandeep KaurChapter 32 Study on fresh properties of self-compacting concrete blended with sugarcanebagasse ash, metakaolin and glass Fibre 311Monali Wagh and U. P. WagheChapter 33 Transfer Learning for Glaucoma Detection 319Shreshtha Gole, Neeraj Rangwani, Prachi Yeskar, Aishwarya Vyas,Parag Jibhakate, and Kanchan DhoteChapter 34 Experimental evaluation and correlation of plasma transferred arc weldingparameters with hardfacing defects 326Sachin Kakade, Ajaykumar Thakur, Sanjay Patil, and Dhiraj DeshmukhChapter 35 Lead generation strategy for an organisation through salesforce experiencecloud: a case study for YCCE 332Ganesh Yenurkar, Ganesh Khekare, Nupur Bagul, Saylee Prakashe,Punam Bandhate, and Shreya PillaiChapter 36 Innovative model development for enhancing the serviceability of flexible pavementusing fea 344Meghana Dongre, Yogesh Kherde, Devendra Y. Shahare,Aniket Pathade, and Snehal BanarseChapter 37 Research on key charrecteristics of aircraft product assembly process to improveassembly accuracy 352Md Helal Miah, Dharmahinder Singh Chand, and Gurmail Singh MalhiChapter 38 Performance analysis of conventional inverters driven SVM-PMSM drive 359Rakesh G. Shriwastava, Nilesh C. Ghuge, D. D. Palande, and Ashwini TidkeChapter 39 Enviro-economic study of sustainable multi-crystalline silicon based solar photovoltaicpowered irrigation system for Indian rural areas 369Kaushalendra Kumar Dubey, Rohit Tripathi, Kapil Rajput, Lavepreet Singh, RS Mishra,and Gunjan AggarwalChapter 40 Optimising feature selection technique through machine learning for intrusiondetection system 377Pandurang V. Chate, Sunil B. Mane, and Rohini Y. SarodeChapter 41 Evaluation of prediction performance for K-Nearest neighbour, random forestalgorithm and extreme gradient boosting algorithms in the forecasting of faultdiagnosis for roller bearings 385Ayyappa, T., I.V. Manoj, Shridhar Kurse, Jayant Kumar, and Tilak BhattacharyyaChapter 42 Fabrication and characterization of nanoencapsulated phyto-compounds 395Prasad Sherekar, Roshni Rathod, Harsha Pardeshi, Sanvidhan G. Suke,and Archana DhokChapter 43 Influence of process parameters on electric discharge machining of DIN 1.2714 steel 400Harvinder Singh, Santosh Kumar, and Swarn SinghChapter 44 Stacked classifier for network intrusion detection system 411D. P. Gaikwad, D. Y. Dhande, and A. J. KadamChapter 45 Paper classification of dental images using teeth instance segmentation for dentaltreatment 418D. P. Gaikwad, V. Joshi, and B. S. PatilChapter 46 Recent Practices and Development in the Wire EDM process 425Dipak P. Kharat, M. P. Nawathe, and C. R. PatilChapter 47 Influence of vegetable oil based hybrid nano cutting fluids in titanium alloy machining 433Vashisht Kant, Khirod Kumar Mahapatro, and P. Vamsi KrishnaChapter 48 Improvement in student performance using 4QS and machine learning approach 440Ruchita A. Kale and Manoj K. RawatChapter 49 Tribological behaviour of Nickel treated with Silicon Nitride prepared throughpowder metallurgy route 452Rajneesh Gedam and Nitin DubeyChapter 50 Drop test finite element analysis of different grades of ASTM A500 for structurallifting frame 457Ashish Kumar Shrivastava, Ashish Kumar Sinha, Abhishek Choubey, Neha Choubey,Manish Billore, and Juber Hussain QureshiChapter 51 Verilog implementation of AES 256 algorithm 464Ankita Tijare, Prajwal Yelne, Ankit Mindewar, and Khushboo BorgaonkarChapter 52 Wrapper-based feature selection on ransomware detection using machine learning 469Rushikesh A. Pujari and Pravin S. RevankarChapter 53 Combined effect of split injection and EGR on performance and emission ofsmall diesel engine 475Dond Dipak Kisan and Gulhane Nitin ParashramChapter 54 An intuitive and structured detection system for facial mask using YOLOand VGG-19 to limit COVID-19 485Diviya M., Hemapriya N., Charulatha B. S., and Subramanian M.Chapter 55 Public acceptance of drones: An approach 493M. Junaid Qureshi, AkshayKumar V. Kutty, Jayant Giri, Abhiram Dapke, Pallavi Giri,R. B. Chadge, and Neeraj SunheriyaChapter 56 Challenges and recent advances in automated plant disease recognitionand classification using deep learning and machine learning 504Vaishali G. Bhujade, G. H. Waghmare, and V. K. SambheChapter 57 Development of a new piped irrigation network for micro irrigation using cropwat andepanet model 512Pooja Somani, Avinash Garudkar, and Shrikant CharhateChapter 58 Application of value stream mapping for effective implementation of the lean systemin the small scale industry 521Ajay Bonde, Shrikant Jachak, Akshad Soman, Aniruddha Jagirdar, Aadarsh Pandit,and Satvik KoliChapter 59 Fluidised bed dryer for agricultural products: An approch 528Vivek M. Korde, Jayant P. Giri, Narendra J. Giradkar, and Rajkumar B. ChadgeChapter 60 A multi-source fused model for stock prediction using technical and linguisticanalysis via ensemble learning 536Charanjeet Dadiyala and Asha AmbhaikarChapter 61 Simultaneous electrodeposition and electrochemical machining process planningmethodology 551Vimal Kumar Deshmukh, Sanju Verma, Nihal Pratik Das, Mridul Singh Rajput,and H.K. NarangChapter 62 Aerodynamics and combustion of a realistic annular gas turbine combustor:A simulation study 558Nguyen Ha Hiep and Nguyen Quoc QuanChapter 63 Comparative study of employing PSO-ANN and BP-ANN to model delaminationfactor in CFRP/Ti6Al4V drilling 566Aakash Ghosh, Aryan Sharma, Navriti Gupta, and Ranganath Muttana SingariChapter 64 Use of machine learning and financial risk profiling for sentiment analysis 574Sheetal Thomas, Mridula Goel, Parul Verma, and Gunjan ChhablaniChapter 65 Optimisation of airfoil shape based on lift and efficiency using genetic algorithmswith PARSEC method 583Vinayak H. Khatawate, Raj Anadkat, and Tanmay ParekhChapter 66 Comparative analysis of texture segmentation using RP, PCA and Live wirefor Arial images 590Pradnya A. Maturkar and Mahendra A. GaikwadChapter 67 Study of surface wettability to enhance the nucleate pool boiling heat transfercoefficient: A review 599Niloy Laskar, Anil S. Katarkar, Biswajit Majumder, Abhik Majumder,and Swapan BhaumikChapter 68 Application of PLM in industry 4.0 environment 608Yashwanth Jerripothula and Girish BhiogadeChapter 69 Factor affecting the thermal conductivity of nanofluids – A Review 617Dharmender Singh Saini and S. P. S. MatharuChapter 70 Finite element analysis of alloy based hip implant under static loading conditions 625Mahendra Singh, Dharmender Singh Saini, S. P. S. Matharu, and Mobassir SalimChapter 71 Localisation of brain tumor from brain MRI images using deep learning 635Rakhi Wajgi, Jitendra Tembhurne, Hemant Pendharkar, and Onkar DeshpandeChapter 72 A novel approach of word sense disambiguation for marathi language using machinelearning 643Ujwalla Gawande, Swati Kale, and Chetana ThaokarChapter 73 Development of methodology and process of Soil stabilisation using fly ashand plastic waste 654J. M. Raut, S. R. Khandeshwar, P.B. Pande, Nikita Ingole, Radhika Shrawankar,and Urvesh BorkarChapter 74 Generic recommendation system based on web usage mining concept 664Arnav Ekapure and Aarti KarandeChapter 75 Fabrication of hydrophobic textured surface using reverse micro EDM (RMEDM) 672Sagar R. Dharmadhikari, Sachin A. Mastud, Shital V. Bharate, Aditi K. Dhale,and Saurav R. YadavChapter 76 A comparative analysis of different methods for predicting speech in a noisy signal 679Keerti Kulkarni and P. A. VijayaChapter 77 Deep learning model for the brain tumour detection and classification 687Supriya Thombre, Mohini Mehare, Durvesh Manusmare, Riya Kharwade,Mandar Shende, and Vaishali D. TendolkarChapter 78 An experimental study of primitive prediction of crop prices using machine learning 694Smita Kapse, Devendra Raut, Pushkar Kukde, Shrunkhala Fulzele, Sakshi Meshram,Prathamesh Bhalerao, and Shital TelrandheChapter 79 Design novel algorithm for sentimental data classification based on hybridmachine learning 703Jyoti Srivastava and Neha SinghChapter 80 Design and development of bull operated mulching machine suitable for smallscale farmers in India 710Sandip S. Khedkar, Abhiroop Sarkar, Aditya Sankale, Ameya Kumbhare,Arpit Mishra, and Ashish YesankarChapter 81 Experimental and numerical analysis of jet impingement heating on cylindrical body 720Ashvin Amale, Neeraj Sunheriya, R. B. Chadge, Pratik Lande, Jayant Giri, andS. G. MahakalkarChapter 82 A cost-effective water management framework for reuse of grey water in thermalpower plant boilers on usage of biomaterials 735Raja K., Rupesh P. L., Vivek Panyam Muralidharan, S. V. S. Subhash, andK. Pranay ChowdaryChapter 83 Experimental optimisation of crushing parameters in stone crusher usingtaguchi method 744Shubhangi P. Gurway and Padmanabh A. GadgeChapter 84 Automated classification of ovarian tumors using GLCM and Tamura featureswith Light GBM classifier 755Smital Dhanraj Patil, Pramod Jagan Deore, and Vaishali Bhagwat Patil