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Deeper Insight into the Rational Design and Synthesis of Zeolites Revealed by Machine Learning: A Mini Review

DOI : 10.5614/j.eng.technol.sci.2025.57.4.4
St Mardiana (1), Arxhel S. F. Nanda (2), I Made Arcana (3), Ismunandar Ismunandar (4), Adroit T. N. Fajar (5), Grandprix T. M. Kadja (6)
(1) Division of Inorganic and Physical Chemistry, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Jalan Ganesa no. 10, Bandung 40132, , Indonesia ,
(2) Division of Inorganic and Physical Chemistry, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Jalan Ganesa no. 10, Bandung 40132, , Indonesia ,
(3) Division of Inorganic and Physical Chemistry, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Jalan Ganesa no. 10, Bandung 40132, , Indonesia ,
(4) Division of Inorganic and Physical Chemistry, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Jalan Ganesa no. 10, Bandung 40132, , Indonesia ,
(5) Center for Energy System Design (CESD), International Institute for Carbon-Neutral Energy Research (WPI-I2CNER, Kyushu University, 744 Motooka, Fukuoka 819-0395, Japan ,
(6) Research Center for Nanosciences and Nanotechnology, Institut Teknologi Bandung, Jalan Ganesa no. 10, Bandung 40132, Indonesia
475-491
Abstract : 5540
PDF : 794
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.4.4

A Comparative Study of Advanced Machine Learning and Deep Learning Models for Municipal Solid Waste Forecasting: A Case Study of Surat, India

DOI : 10.5614/j.eng.technol.sci.2026.58.5.1
Abhijit R. Rathod (1), Vinodkumar M. Patel (2)
(1) Gujarat Technological University, GTU Campus, Nr. Visat Three Road, Visat-Gandhinagar Road, Chandkheda, Ahmedabad-382424, Gujarat, , India ,
(2) Shantilal Shah Engineering College, New Sidsar Campus, Vartej, Sidsar, Bhavnagar - 364060, Gujarat, India
613-629
Abstract : 103
PDF : 11
DOI: https://doi.org/10.5614/j.eng.technol.sci.2026.58.5.1

Classifying Rockburst Events and Intensity in Underground Mines using Grey Wolf Optimization–Support Vector Machine and Extreme Gradient Boosting

DOI : 10.5614/j.eng.technol.sci.2025.57.6.6
Adhitya Dwi Nugraha (1), Ridho Kresna Wattimena (2), Bevina Desjwiandra Handari (3), Gatot Hertono (4)
(1) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia ,
(2) Department of Mining Engineering, Faculty of Mining and Petroleum Engineering, Institut Teknologi Bandung, Jalan Ganesa 10 Bandung 40132, Indonesia ,
(3) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia ,
(4) Department of Mathematics, Faculty of Mathematics and Natural Sciences (FMIPA), Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia
817-830
Abstract : 677
PDF : 333
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.6.6

Data-driven Analysis and Optimization of Combined Cycle Power Plants using Machine Learning Models

DOI : 10.5614/j.eng.technol.sci.2026.58.2.4
Seksaf Hiba Dikra (1), Amjad Gawanmeh (2), Khelif Rabia (3)
(1) Department of Mechanical Engineering, Badji Mokhtar-Annaba University, 17 hassen chaouche, Annaba 23000, , Algeria ,
(2) College of Engineering and IT, University of Dubai, Academic City, Emirates Road, 14143, Dubai, , United Arab Emirates ,
(3) epartment of Mechanical Engineering, Badji Mokhtar-Annaba University, 17 hassen chaouche, Annaba 23000, Algeria
202-216
Abstract : 875
PDF : 343
DOI: https://doi.org/10.5614/j.eng.technol.sci.2026.58.2.4

Decision Tree Machine Learning Approach for the Performance Prediction of Asphalt Mixes Modified with Waste Tyre Metal Fibre

DOI : 10.5614/j.eng.technol.sci.2025.57.3.2
Arsalaan Khan (1), Muslich Hartadi Sutanto (2), Nasir Khan (3), Abdullah O. Baarimah (4), Mohamed Mubarak Abdul Wahab (5), Muhammad Imran Khan (6), Madhusudhan Bangalore Ramu (7), Rawid Khan (8)
(1) Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia ,
(2) Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia ,
(3) Department of Civil and Environmental Engineering, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia ,
(4) Department of Civil and Construction Engineering, College of Engineering, A'Sharqiyah University, 400 Ibra, Oman ,
(5) Center of Urban Resource Sustainability, Institute of Smart and Sustainable Living, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Perak, Malaysia ,
(6) Department of Civil Engineering, College of Engineering, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh 11432, Saudi Arabia ,
(7) Department of Civil and Construction Engineering, College of Engineering, A'Sharqiyah University, 400 Ibra, Oman ,
(8) Department of Civil Engineering, University of Engineering & Technology Peshawar, 25120 Khyber Pakhtunkhwa, , Pakistan
303-314
Abstract : 2165
PDF : 876
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.3.2

Experimental Investigation and Prediction of Combustion Parameters using Machine Learning in Ethanol - Gasoline Blended Engines

DOI : 10.5614/j.eng.technol.sci.2025.57.1.3
Shailesh Sonawane (1), Ravi Sekhar (2), Arundhati Warke (3), Sukrut Thipse (4), Sandeep Rairikar (5), Chetan Varma (6)
(1) Symbiosis Institute of Technology (SIT) Pune Campus, Symbiosis International (Deemed University) (SIU), Pune, 412115, Maharashtra, India, India ,
(2) Symbiosis Institute of Technology (SIT), Pune Campus, Symbiosis International (Deemed University) (SIU), Pune, 412115, Maharashtra, India ,
(3) Symbiosis Institute of Technology (SIT), Pune Campus, Symbiosis International (Deemed University) (SIU), Pune, 412115, Maharashtra, India ,
(4) Automotive Research Association of India (ARAI), Pune, Maharashtra, India ,
(5) Automotive Research Association of India (ARAI), Pune, Maharashtra, India ,
(6) Automotive Research Association of India (ARAI), Pune, Maharashtra, India
27-47
Abstract : 1111
PDF : 1025
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.1.3

Classifying Coal Mine Pillar Stability Areas with Multiclass SVM on Ensemble Learning Models

DOI : 10.5614/j.eng.technol.sci.2024.56.1.8
Gatot Fatwanto Hertono (1), Ridho Kresna Wattimena (2), Gabriella Aileen Mendrofa (3), Bevina Desjwiandra Handari (4)
(1) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia ,
(2) Mining Engineering Study Program, Faculty of Mining and Petroleum Engineering, Institut Teknologi Bandung, Jalan Ganesa No. 10 Bandung 40132, Indonesia, Indonesia ,
(3) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia ,
(4) Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Kampus Baru UI, Depok 16424, Indonesia , Indonesia
95-109
Abstract : 878
PDF : 246
DOI: https://doi.org/10.5614/j.eng.technol.sci.2024.56.1.8

Adaptive Ensemble Learning for Enhancing Building Energy Consumption Prediction: Insights from COVID-19 Pandemic Energy Consumption Dynamics

DOI : 10.5614/j.eng.technol.sci.2025.57.2.2
Putu Handre Kertha Utama (1), Edi Leksono (2), Irsyad Nashirul Haq (3), Rachmadi Indrapraja (4), Rezky Mahesa Nanda (5), Koko Friansa (6), Reza Fauzi Iskandar (7), Justin Pradipta (8)
(1) Engineering Physics, Institut Teknologi Bandung, Indonesia ,
(2) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia ,
(3) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia ,
(4) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia ,
(5) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia ,
(6) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia ,
(7) Engineering Physics, School of Industrial Engineering, Telkom University, Jalan Telekomunikasi No.1, Bandung 40257, Indonesia ,
(8) Engineering Physics, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia
161-174
Abstract : 1680
PDF : 584
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.2.2

Design of Object Detection System for Tangkuban Parahu Volcano Monitoring Application

DOI : 10.5614/j.eng.technol.sci.2024.56.5.3
Maria Evita (1), Sekar Tanjung Mustikawati (2), Wahyu Srigutomo (3), Irwan Meilano (4), Mitra Djamal (5)
(1) Department of Physics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung Jalan Ganesa 10, Bandung 40132, Indonesia ,
(2) Department of Physics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung Jalan Ganesa 10, Bandung 40132, Indonesia ,
(3) Department of Physics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung Jalan Ganesa 10, Bandung 40132, Indonesia ,
(4) Faculty of Earth Science and Technology, Institut Teknologi Bandung, Jalan Ganesa 10, Bandung 40132, Indonesia ,
(5) Department of Physics, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung Jalan Ganesa 10, Bandung 40132, Indonesia
583-592
Abstract : 1014
PDF : 443
DOI: https://doi.org/10.5614/j.eng.technol.sci.2024.56.5.3

Enhancing Random Forest Model Accuracy using GridSearchCV Optimization for Predicting Multi-Cylinder Engine Performance with Hydrogen-Enriched Natural Gas Blends

DOI : 10.5614/j.eng.technol.sci.2025.57.5.9
Prasanna S Sutar (1), Ravi Sekhar (2), Shailesh B Sonawane (3), Debjyoti Bandyopadhyay (4), Sandeep D Rairikar (5), Sukrut S Thipse (6), Hiranmayee Ganorkar (7), Aryan V. Kadam (8)
(1) Research Scholar, Symbiosis Institute of Technology (SIT), Pune Campus, Symbiosis International (Deemed University) (SIU), Pashan-Sus Road, Pune, 412115, Maharashtra, India ,
(2) Symbiosis Institute of Technology (SIT), Pune Campus, Symbiosis International (Deemed University) (SIU), Pashan-Sus Road, Pune, 412115, Maharashtra, India ,
(3) The Automotive Research Association of India (ARAI), Vetal Hill, Off-Paud Road, Pune 411038, Maharashtra, , India ,
(4) The Automotive Research Association of India (ARAI), Vetal Hill, Off-Paud Road, Pune 411038, Maharashtra, , India ,
(5) The Automotive Research Association of India (ARAI), Vetal Hill, Off-Paud Road, Pune 411038, Maharashtra, , India ,
(6) The Automotive Research Association of India (ARAI), Vetal Hill, Off-Paud Road, Pune 411038, Maharashtra, , India ,
(7) Technovuus, ARAI, Vetal Hill, Off-Paud Road, Pune 411038, Maharashtra, , India ,
(8) San Jose State University, San Jose, California, , United States
688-712
Abstract : 598
PDF : 469
DOI: https://doi.org/10.5614/j.eng.technol.sci.2025.57.5.9
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