Technologies for Energy, Agriculture, and Healthcare

1 Low-cost app-based solution for skin lesion detection using deep learning
Sarfaraz Shaikh, Atharva Tambe, Asmi Takle and Pragya Gupta
2 Satellite image analytics for tree enumeration for diversion of forest land
Saniya Kakade, Reshma Yadav, Rutuja Bhalekar, Pranshu Tiwari and Payel
Thakur
3 XMAL: explainable multi-layer perceptron for improving alcoholism
detection using EEG signals
Vedant C. Chandan, Mrudul S. Jadhav, Aaryan. Bhagat, Sandeep B. Sangle,
Pramod H. Kachare and Digambar V. Puri
4 Impact of inception based CNN in brain tumor detection with optimized
hyperparameter tuning
Sonia Jain and Ela Kumar
5 IoT in pisciculture: revolutionizing fish farming for cleaner water
ecosystem 27
Ankit Manani, Sunny Mishra, Jeel Malde, Sarika Bukkawar and
Santosh Kamble
6 Comparative study on traditional manual checking methods and machine
learning based checking methods for Pomegranate plant leaf disease
Shivappa M. Metagar and Gyanappa A. Walikar
7 Exploring the efficacy of ensemble learning and deep neural networks in
diabetes disease detection
Vidya, A. R., Anandkumar Pardeshi and Mritunjaykumar Ojha
8 Three-decades of satellite data exploration of spatial-temporal variations
and its impact on LULC mapping with change detection in Rajasthan
Pratiksha Dubey, P. C. S. Devara and A. K. Mitra
9 Enhancing cybersecurity in energy IoT networks: a machine
learning algorithms on data tampering
Muslim Rangwala, Nilesh Lakade, Deepa Jain, Midhya Mathew and
Rajashree Daryapurkar
10 ECHO: empowering college health operations through artificial
intelligence – a mental wellness support system
Ishani Bhadlikar, Pranay Maniar and Hamza Bubere
11 CFD modelling and analysis of a two-phase closed thermosyphon
charged with distilled water
Rajendra S. Sargar and Sardar Shaikh
12 AI-based intrusion detection system in IoT-based smart renewable
energy system 79
Kiruthika, B., K. S. Raja and Kiruba Balakrishnan
13 Markov chain simulation for pharmaceutical medicine inventory
optimization amidst pandemic conditions: analyzing ABC and VED
inventory policies
Sonia M. Pol, Shaunak A. Aital, Somnath M. Pol, Bhushan T. Patil and
Amit J. Lopes
14 Risk analysis in healthcare industry: leveraging Monte Carlo,
Markov chains and preference matrix models
Sonia M. PolShaunak A. Aital, Ayushi Khatri, Somnath M. Pol,
Bhushan T. Patil and Amit J. Lopes
15 Computer-aided detection in mammography: a comprehensive review
of pectoral muscle segmentation methods and BI-RADS
classification systems
Vishwayogita A. Savalkar, Suhel Sidharth, Shivam M. Bhosle,
Sumeet Dube and Mohit Sharma
16 Segmentation of drone/satellite/smartphone-captured plant and
vegetable images using image processing for quality assessment
Akshayya Sawant, Anushka Sawant, Rasika Sawant, Sanchi Tiwade and
Dhanashree Hadsul
17 Insole design for abnormality detection and fall risk assessment
using gait analysis
Krutuja Bundele, Kshiteej Kakirde and Amol Deshpande
18 AI-driven predictive maintenance for biomedical devices:
enhancing reliability and efficiency in healthcare
Vidya Chitre, Dilip Motwani, Varsha Bhosale, Gayatri Phade and
Deepali Shrikhande
19 A ML technique for crop ailment detection utilizing image processing
and feature extraction
Arnav Tripathi, Kiran Ajetrao, Akhil Nair, Romit Sabnis and Krishna Iyer
20 Design of a solar parabolic dish collector for medical waste disposal
Swati P. Badgujar, Shilpa Mondkar and Pruthviraj P. Rahane
21 AI based improved gait analysis in Genu Valgum patients
Jaya Jeswani, Shreya Singh, Siddharth Shinde, Kunal Singh and
Gauresh Somwanshi
22 Deep learning-based automated leaf counting for sorghum
Suchitra Patil, Nilkamal More, Taniya Paul, Vishal Patil and Darshit Shah
23 Design and implementation of smooth transition logic for analog-controlled
BLDC motor systems in agricultural applications
Megha Sharma, Kirti Sawlani, Shailly Sharma and Jayashri Vajpai
24 Estimation of foot progression angle using MediaPipe BlazePose:
a pilot study
Meena Ugale, Prathamesh Vaidya, Mayuresh Balsaraf, Vivek Singh,
Aditi Satam and Mayuri Gad
25 Design and fabrication of PCM based solar thermal energy storage system
Badal Kudachi, Nilesh Varkute, Aqleem Siddiqui, Bipin Mashilkar,
Neethu Fernandes, Harsh Chaudhary and Amit Malgol
26 Enhanced disease detection in cucumber plants using VGG16-based
deep and transfer learning
Manisha Prakash Dumbre and Hiren Dand
27 ParalyzeAssist: a smart wearable solution for paralysis
Shreyas Hundekar, Priya Moolya, Sakshi Ganiga, Mahmood Barmare
and Ishmeet Singh Riar
28 Investigation of radiative reflective coatings for various applications
using ANSYS simulation
Surajkumar Chulliparambil Suresh, Chandini Chulliparambil Suresh and
Divya Padmanabhan
29 Influence of body weight on the knee joint cortical bones using finite
element analysis
Priyanka Patil and Shilpa Bhambure
30 Comparative analysis of machine learning models for plant disease
classification
Harsh Mishra, Sonali Patil and Sujata Pathak
31 Image-based tree enumeration and classification for forest land
diversion planning
Tanmay Kachare, Yash Jadhav, Pranjal Kamble, Abhay Pandey and
Shubhangi Vaikole
32 MsBiCNet: multi-stage binary-cascade CNN for improving skin cancer
detection
Achyut Maheshka, Sanjivanee Jadhav, Pranav Mali, Soham Mhatre,
Pramod H. Kachare and Sandeep Sangle
33 System-level modeling and analysis of a PEM fuel cell electric vehicle
using Simulink
Aditya Chandrashekar and Abhishek Pratap Singh Bhadauria
34 Generative deep learning for drug discovery
Rugved Palodkar, Ahaan Kotian, Smit Malde and Prasanna Shete
35 Experimental studies on micro-channeled liquid cooled battery thermal
management system for Li-ion battery
Akash S. Bidwaik, Siddappa S. Bhusnoor and Shailesh R. Nikam
36 Integrating AI and web technologies for effective dissemination of
Ksharasutra practices in predictive anorectal care
Krantee M. Jamdaade, Harshali Y. Patil and Swarali M. Yadav
37 AI-driven PM2.5 prediction in India: a machine learning approach using
XGBoost and ensemble models
Jaya Jeswani and Prasanna Shete
38 AI for smart energy generation and distribution in India
Insha Khan, Vainavi Lad and Prajakta Chorge
39 Enhancing urban elderly healthcare with generative AI: a virtual
medical assistant for remote consultation
Mrunmayi Joshi, Sudha Gupta and Snehal Shinde
40 Multimodal learning for skin cancer classification: a feature fusion
approach using dermoscopic images and patient metadata
Saurin Savla, Varun Kargathara, Bhavyan Daiya and Sudhir Dhekane
41 Advances in soil nutrient sensing technologies for precision agriculture:
a comprehensive review
Sushant Gawade, Makarand Kulkarni and Ninad Mehendale
42 PCOD detection using convolutional neural networks
Ashley James, Lerina Diwahar, Jeffrey Gian, Xavier Monterio and
Rupali Deshmukh
43 Precision quality control: design and implementation of an automated
defect detection system for industrial applications
Anshuli Chikhale, Priyanshi Varshney, Presha Monga and
Ninad Mehendale
44 Ecobot: pest detection alert system-safeguarding against infestations
Kruti Shah, Preksha Patel, Varenya Uchil, Pankaj Sonawane and Khushi
Kansagara
45 Dynamic water management system for multipurpose usage using
labVIEW’s capabilities and XGBoost regressor
Rupali Deshmukh, Swaraj Patil, Aditya Pawar, Noel Jesudas,
Aryan Thorat and Nilaj Deshmukh
46 Endothermic reaction-based cooling for portable beverage can
Prayas Gondane, Aditya Patil, Yog Patil, Piyush Bhutada, Rahul Yadav
and Mangesh Chaudhari
47 Parametric numerical analysis of heat transfer in forced draft
evaporative cooling tower
Ekanath Meshram, S. S. Shinde, N. P. Gulhane and A. M. Rathod
48 Computational analysis of ceramic faced epoxy-carbon and epoxy-glass
laminates against high energy impact
Saurabh Tawde, M. J. Pawar and Dinesh Chawde
49 LiDAR-based autonomous mini-vehicle with obstacle detection and
avoidance for Indian road conditions
Jasraj Bherwani, Vivek Patkar, Megha Sharma and Ninad Mehendale
50 DeepPET-3D: a deep learning based 3D-CNN model for diagnosis of
Alzheimer’s disease using 18-FDG-PET
Aastha kataria and Ninad Mehendale
51 Mathematical modelling and simulation study of PEM electrolyzer for
hydrogen production
Akshay Jadhav, Shivangi Thakker, Shailesh Nikam, Siddappa Bhusnoor
and Umang Javheri
52 Performance evaluation of CSRR structures for ISM applications
Ameya Vaidya, Kaushik T.V.S.N.D. and Sandeep Sainkar
53 Optimizing robotic paths for contactless drug delivery in healthcare
using PCHMM
Layba Mahin Kanija Parvin Sheikh and Ninad Mehendale
54 Statistical evaluation of prosodic speech features for dementia detection
Madhura Pednekar, Jagannath Nirmal and Pramod Kachare
55 Numerical analysis of high energy impact on glass/carbon fiber reinforced
composites using Abaqus
Rohitkumar Chaurasia, M. J. Pawar and Ajay Gangrade
56 Explainable AI: enhancing human understanding of machine intelligence
systems 383
Adhyan Suvarna and Ninad Mehendale
57 A comprehensive review of multimodal techniques for early detection of
minor strokes
Simoni Savani, Shruti Vasa, Anmol Thaker and Sarita Ambadekar
58 IoT-based agricultural crop recommendation system for optimizing farmer
profits in rural Maharashtra
Jahnvee Sharma and Ninad Mehendale
59 Comparative analysis of segmentation techniques used for segmentation of
leukemia cells from blood smear images
Ratnamala Mantri, Rais Abdul Hamid Khan, Deepak Mane and Ratnamala
Paswan
60 Analyzing the performance of various machine learning models for
fertilizer recommendation
Pranav Patil, Sahana Ganesh, Vedant Dhotre, Dipti Pawade,
Mahak Nazir and Nitish Yadav
61 Enhancing ocular disease detection: integrating squeeze and excitation
networks with transfer learning
Nilkamal More, Biswajit Sarkar, Suchitra Patil, Nishant More,
Dirshak Patro, Vaibhav Bhat and Soham Bhoir
62 Enhanced Indoor drone navigation: a robust AprilTag-based
self-localization system
Jasraj Bherwani and Ninad Mehendale
63 Optimization and comparative analysis of scaffold designs for tissue
engineering using finite element analysis
Rupesh Kharbe, Ramesh Lekurwale, Sangeeta Bansode and
Rohan Kothurkar
64 Beyond transformers in healthcare: advancing cross-lingual
sentiment analysis of medical reviews with SHAP-based interpretability
Pushparaj J. Devadiga and Grishma Sharma
65 Breast cancer survival prediction using minority oversampling for machine
learning techniques
Nirmit Shah, Nikhil Mohite, Nilkamal More and Suchitra Patil
66 Comparative analysis of radiative heat flux using ASHRAE correlations
and ANSYS simulations for cooling applications
Vinit Katira, Ajay Gangrade and Kashinath Patil
67 Hemodynamic analysis for atherosclerotic artery
Deepraj Mokal, Dinesh Chawde and Shailesh Nikam
68 Design and performance analysis of low-cost DIY submarine prototypes:
comparing tethered and untethered control systems in shallow water
environment
Aaboli Shinde and Ninad Mehendale
69 Implementing and comparing imputation techniques for incomplete
air pollution dataset: Mumbai and Navi Mumbai
Poonam Bhogle, Manish Potey and Rohini Nair
70 Design of IoT-based portable vehicular emission detector with
location tracker
Harsha Rane, Siddharth Makhija, Anuj Venkatesh, Malhar Anoop and
Anudeepa Kholapure
71 Computer vision for rapid detection of blood cell abnormalities:
an edge detection and morphological analysis approach
Shreya Shetty and Ninad Mehendale
72 Trade-off analysis of system capacity and energy consumption through
spatial multiplexing in wireless multiple input multiple output system
Kartik Ramesh Patel and Sanjay Dasrao Deshmukh
73 Analyzing energy consumption and energy prediction of machine learning
models: a case study with Finland electricity consumption dataset
Shraddha Dalvi, Irfan Siddavatam and Ashwini Dalvi
74 Surface EMG-based real-time detection of lower limb activities
using machine learning
Abhiroop Padate, Arnav Padwal, Ramesh Lekurwale and Rohan Kothurkar
75 Advancements in small-scale autonomous vehicle systems: a systematic
review of perception, localization, and navigation technologies
Prajakta Salunkhe, Mahesh Shirole and Ninad Mehendale
76 Influence of ply orientation and laminate thickness on composite structures
Saurabh Auti, Rajanarasimha Sangam and Priyanka Patil
77 Automatic recloser system for transformer using PLC and SCADA
Tanmay, J. Bharambe, Ashutosh Tayade, Lokesh Nemade, Rohit Shelkar
and Ritesh Sonawane
78 Finite element analysis and optimization of knee brace linkages under
varied support and material conditions
Vishvas Pudale, Ramesh Lekurwale, Manoj Pawar and Rohan Kothurkar
79 Stress analysis of functionally graded blood vessel of a human: a case
study using finite element analysis 531
Dinesh Chawde, Shailesh Nikam, Deepraj Mokal, Manoj Pawar,
RajNarsima and Atul Saraf
80 IoT-driven digital twin for real-time leakage detection in smart
water networks
Vaibhav S. Narwane, Anjali S. Yeole and Mahesh S. Kavre
81 Cotton leaf disease detection system for precision pest management in crops
using computer vision and machine learning
Akshat Yadav, Himanshu Garg, Payal Varangaonkar and Sudha Gupta
82 A comprehensive review of biomaterials for biomedical applications
Kavita Kumari Thakur, Ramesh Lekurwale, Rajesh Pansare and
Sangita Bansode
83 Enhancing healthcare predictions amidst class imbalance: a case
study approach
Swati V. Narwane
84 Deep learning for wildfire detection using satellite imagery
Nitish Yadav, Suchitra Patil, Nilkamal More and Ujwala Bhangale
85 Integrated speed control and condition monitoring of BLDC
motors using microcontroller and MATLAB
Yuvadhan Singh Rutia Ishani Vajpai and Jayashri Vajpai
86 Machine learning-based disease prediction system using symptom analysis
Aastha Kataria and Ninad Mehendale
87 A hybrid PoS-PoET consensus mechanism for energy-efficient and
scalable blockchain systems
Abhijeet Pasi, Irfan N. A. Siddavatam, Ashwini Dalvi and Sagar Korde
88 Artificial intelligence in liver cirrhosis: a model for stage classification
Poonam Sonar, Sneha Burnase, Mansi Bhonde, Ketaki Dhake,
Jyoti Mahadik and Sanika Sandaye
89 Sustainable housing society: design and prototype
Uday B. Joshi and Vaibhav S. Narwane
90 Rotten and fresh citrus fruit classification using deep learning
Durgesh Zaware and Vaibhav Prakash Vasani
91 Performance assessment of vertical bifacial photovoltaic systems
under influence of tilted symmetric flat reflectors
Haseen Shaikh and Balwant Bhasme
92 A comparative review of air filter materials for indoor air pollution control
Yunus Y. Dalal and Siddappa S. Bhusnoor

Biography

Dr. S. K. Ukarande is the Director, K. J. Somaiya School of Engineering, Mumbai and the Dean, Faculty of Engineering & Technology at Somaiya Vidyavihar University, Mumbai. He holds a Bachelor’s degree from College of Engineering, Pune, and a Master’s and Ph.D. from IIT Bombay. In his 39 years of exceptional career, he has extensively contributed at various higher technical education leadership positions. He has served as the Principal of reputed engineering colleges affiliated to the University of Mumbai and Pune University for more than 26 years. He has been the Former Dean, Faculty of Technology as well as Former Dean, Faculty of Science & Technology at University of Mumbai. With 4 books to his credit, he has published more than 50 Papers in National and International Journals/Conference Proceedings. He has guided 24 PG Dissertations and 8 Ph.D. candidates. He was the guiding force and leadership for development of the satellite ‘Somaiya BeliefSat-0’ by the team at K J Somaiya Institute of Technology, which was successfully launched by ISRO in 2024, a landmark achievement for any engineering institute in India. Dr. Ukarande is honoured with Bhartiya Vidya Bhavan National Award for Best Engineering College Principal (2018- 19) by the Indian Society for Technical Education, most Inspiring Leader in Engineering Education (2023) by Higher Education Digest for his enormous contributions in the field of education. His visionary leadership continues to shape KJSSE through innovation, excellence, and impactful transformation.Orcid ID: https://orcid.org/0000-0003-4262-4121

Dr. Shailesh R. Nikam is working as an Professor in the Mechanical Engineering Department at Somaiya Vidyavihar University, Mumbai. He completed Ph.D. from Aerospace Engineering Department, at IIT Bombay, Mumbai. He has 26 years of teaching experience. He has more than forty peer-reviewed publications in reputed journals and conference. His current area of research includes low speed aerodynamics, Jet and wake flow control, Heat Exchanger Design, Cardiovascular Fluid Dynamics. Orcid ID: https://orcid.org/0000-0002-0934-3005

Dr. Makarand G. Kulkarni is working as an Associate Professor in the Electronics Engineering Department at Somaiya Vidyavihar University, Mumbai. He received his Ph.D. (Technology) in the Electrical Engineering Department, from University Mumbai. He has 22 years of teaching experience. He has twenty-five peer-reviewed publications in reputed conferences and journals. His publication includes papers in reputed journals like Progress in Electromagnetic Research, Telecommunications and Radio Engineering etc. He is also a reviewer of reputed international journals like Wireless Personal Communications Springer, Microwave and Optical Technology Letters, Progress in Electromagnetic Research. His research interests include RF and Microwave Communication Devices and Circuits, Optical Fibre Communication, Internet of Things (IoT), Digital Communication and Engineering Electromagnetics. He is a Life Member of ISTE, IETE. Orcid ID: https://orcid.org/0000-0001-7696-528

Dr. Nandana A. Prabhu is an Associate Professor in the Department of Information Technology at Somaiya Vidyavihar University, Mumbai. She completed her Bachelors in Electronics and Communication Engineering from B.V.B College of Engineering, Hubli under Karnatak University. She did her Post graduation from V.J.T.I, under the University of Mumbai. She pursued her Ph.D. in Electronics Engineering from University of Mumbai. She has a total of 32 years of teaching experience. She has 29 paper publications in reputed journals and conferences. Her areas of interest are image processing, Geographical information systems, Analytics, Machine learning. Orcid ID: https:// orcid.org/0000-0003-2638-0358

Dr. Vaibhav S. Narwane is working as an Associate Professor in the Mechanical Engineering Department at Somaiya Vidyavihar University, Mumbai. He received his Ph.D. in the Production Engineering Department, from University Mumbai. He has 21 years of teaching and 1 year of industrial experience. He has more than fifty peer-reviewed publications in reputed journals. His research has over 2000 Google Scholar citations with high h-index and i10-index. He is a fellow member and active member of the IIIE. His current area of research includes AI/ML for Manufacturing, Big data analytics, Smart Manufacturing, and Supply Chain Analytics. Orcid ID: https://orcid. org/0000-0003-3923-2805

Dr. Ninad D. Mehendale is a postdoctoral researcher from KIT, Germany, and is currently an Associate Professor in the Electronics Department at K.J. Somaiya School of Engineering. Prior to KJSCE, he worked as a Scientist at the Institute of Microstructure Technology, Karlsruhe Institute of Technology, Germany. He has also served as a faculty member at Vidyalankar Institute of Technology and D.J. Sanghvi College of Engineering. Dr. Ninad holds a Ph.D. in Microfabrication and Image Processing from the Indian Institute of Technology Bombay. He was a gold medalist during his M.Tech. at NMIMS University. He also holds a Bachelor of Engineering degree in Electronics and Telecommunication, as well as a Diploma in Industrial Electronics. During his diploma studies, he received the Ratan Tata Scholarship for being a topper in the MSBTE diploma exams. Dr. Ninad is the founder and served as Chief Researcher for 11 years at Ninad's Research Lab in Thane. He has completed more than 2,400 projects in various domains, ranging from computer programming to robotics. Orcid ID: https://orcid.org/ 0000-0003-3037-5076

Dr. Nilkamal P. More is currently working as head of department of Information Technology. She is working in K. J. Somaiya School of Engineering, Somaiya Vidyavihar University for last 22 years. She received her Ph.D. in the Computer Engineering, from Veermata Jijabai Technological Institute (VJTI) under University of Mumbai. She is a fellow member and active member of the IEEE. She achieved Gold medal during her diploma in computer engineering. Her current area of research includes GIS, Remote sensing, AI/ML and Deep learning. Orcid ID: https://orcid.org/ 0000-0003-0964-9490