Dr. Muhammad Ikhwan, M.Si
Tentang Saya (About Me)
I joined the Department of Mathematics, FMIPA in 2022 after completing my doctoral studies at DMAS USK in 2021. I pursued my master's degree in the Department of Mathematics at Sepuluh Nopember Institute of Technology in Surabaya during the 2016-2018 period. I am an alumni of the Mathematics undergraduate program, Faculty of Mathematics and Natural Sciences, USK (2010-2014). I am interested in applied mathematics in renewable energy generation systems. I teach Introduction to Calculus, Mathematical Modeling, Continuous System Dynamics.
Possible Research Topics (for Prospective Students)
Below are example research topics that can serve as a starting point for undergraduate and graduate theses under my supervision. These topics focus on signal processing techniques and their applications in renewable energy systems and electric machinery.
| Topic | |
| 1 | Wavelet Analysis for Output Stability Assessment in Tidal Turbine Generators |
| 2 | Application of Fast Fourier Transform (FFT) for Fault Diagnosis in DC Motors |
Supervision
- Polan, title
- Polen, title
m.ikhwan@usk.ac.id
muhammad.ikhwan10@gmail.com
Publikasi (Publications)
Jurnal (Journals)
Muhammad Ikhwan, Yudi Haditiar, Reza Wafdan, Marwan Ramli, Zainal A Muchlisin, Syamsul Rizal, 2022, M2 tidal energy extraction in the Western Waters of Aceh, Indonesia, Renewable and Sustainable Energy Reviews, 159, 112220, 1364-0321.
Marwan Ramli, Mardlijah Mardlijah, Muhammad Ikhwan, Khairul Umam, 2022, Fuzzy entropy type II method for optimizing clean and renewable solar energy, Global Journal of Environmental Science and Management, 8(3), 389-402, 2383-3866.
Sayuti Rahman, Marwan Ramli, Fitri Arnia, Rusdha Muharar, Muhammad Ikhwan, Said Munzir, 2022, Enhancement of convolutional neural network for urban environment parking space classification, Global Journal of Environmental Science and Management, 8(3), 315-326, 2383-3866.
Yudi Haditiar, Mutiara R Putri, Nazli Ismail, Zainal A Muchlisin, Muhammad Ikhwan, Marwan Ramli, Reza Wafdan, Sugianto Sugianto, Makwiyah A Chaliluddin, Syamsul Rizal, 2022, The effect of monsoon on the Bay of Bengal based on a hydrodynamic model, Journal of Engineering Science and Technology, 17(2), 0936-0955, 1823-4690.
Marwan Ramli, Mukramati Mukramati, Muhammad Ikhwan, Hafnani Hafnani, 2022, Community behavior for mathematical model of coronavirus disease 2019 (COVID-19), Global Journal of Environmental Science and Management, 8(2), 151-168, 2383-3866.
Muhammad Ikhwan, Marwan Ramli, Mardlijah Mardlijah, 2022, Optimization of fuzzy entropy on solar panel’s motor, Jurnal Natural, 22(1), 51-56, 1141-8513.
Muhammad Ikhwan, Yudi Haditiar, Reza Wafdan, Marwan Ramli, Zainal A Muchlisin, Syamsul Rizal, 2022, Seasonal variability of mixed layer depth in the Andaman Sea, International Journal of Environmental Science and Technology, 2022, 1-10, 1735-1472.
Mohd Iqbal Muttaqin, Said Munzir, Marwan Ramli, Muhammad Ikhwan, 2022, Optimal tracking control in photovoltaic using linear quadratic tracking, Journal of Aceh Physics Society, 11(1), 1-7, 2355-8229.
Taufiq Iskandar, Muhammad Ikhwan, Yudi Haditiar, Syamsul Rizal, 2022, Numerical studies of free convection in ocean using a 2D-model, Songklanakarin Journal of Science and Technology, 44(1), 169-175, 0125-3395.
Dwi Fadhiliani, Muhammad Ikhwan, Marwan Ramli, Syamsul Rizal, Mahdhivan Syafwan, 2022, Distribution of energy in propagation for ocean extreme wave generation in hydrodynamics laboratory, Global Journal of Environmental Science and Management, 8(1), 17-26, 2383-3866.
Ahmad Lutfan Milzam, Tarmizi Usman, Muhammad Ikhwan, 2022, Path Planning for Parking of Four Wheeled Vehicle with Minimum Energy and Optimum Parking Space, Transcendent Journal of Mathematics and Applications, 1(1), 36-44, 2964-1845.
Muhammad Ikhwan, Syamsul Rizal, Marwan Ramli, Zainal A Muchlisin, Said Munzir, 2021, Hydrodynamics and tidal turbine generator stability analysis in several wave variations, International Journal of Differential Equations, 2021, 6682407 , 1687-9651.
Muhammad Ikhwan, Reza Wafdan, Yudi Haditiar, Marwan Ramli, Zainal A Muchlisin, Syamsul Rizal, 2021, Simulation and analysis of marine hydrodynamics based on the El Niño scenario, Global Journal of Environmental Science and Management, 7(4), 543-554, 2383-3866.
Dwi Fadhiliani, Vera Halfiani, Muhammad Ikhwan, Haves Qausar, Said Munzir, Syamsul Rizal, Mahdhivan Syafwan, Marwan Ramli, 2020, The dynamics of surface wave propagation based on the Benjamin Bona Mahony equation, Heliyon, 6(5), e04004, 2405-8440.
Yudi Haditiar, Mutiara R Putri, Nazli Ismail, Zainal A Muchlisin, Muhammad Ikhwan, Syamsul Rizal, 2020, Numerical study of tides in the Malacca Strait with a 3-D model, Heliyon, 6(9), e04828, 2405-8440.
Novi Reandy Sasmita, Muhammad Ikhwan, Suyanto Suyanto, Virasakdi Chongsuvivatwong, 2020, Optimal control on a mathematical model to pattern the progression of coronavirus disease 2019 (COVID-19) in Indonesia, Global Health Research and Policy, 5(1), 1-12, 2397-0642.
Ichsan Setiawan, Yudi Haditiar, Muhammad Ikhwan, Zaqyatun Nufus, Muhammad Syukri, Nazli Ismail, Syamsul Rizal, 2020, Modeling of M2-TIDE in the western waters of Aceh, Indonesia, Journal of Sustainability Science and Management, 15(8), 122-135, 2672-7226.
Mardlijah, Guisheng Zhai, Dieky Adzkiya, Lutfi Mardianto, Muhammad Ikhwan, 2019, Modified T2FSMC approach for solar panel systems, Systems Science & Control Engineering, 7(1), 189-197, 2164-2583.
Muhammad Ikhwan, Said Munzir, Nurmaulidar Nurmaulidar, 2016, Sistem Kendali Proporsional, Integral, Dan Derivatif (Pid) Pada Persamaan Panas, Jurnal Natural, 16(2), 10-15, 1141-8513.
Prosiding (Proceedings)
Nadia Amsalia, Yudi Haditiar, Reza Wafdan, Muhammad Ikhwan, Makwiyah A Chaliluddin, Sugianto Sugianto, Syamsul Rizal, 2022, The currents, sea surface temperature, and salinity patterns in the Bay of Bengal, , The 2nd International and National Symposium on Aquatic Environment and Fisheries (INSAEF) 2021, Banda Aceh, , , , , .
AM Siregar, M Ikhwan, Y Haditiar, R Wafdan, M Muhammad, M Ramli, ZA Muchlisin, S Rizal, 2021, Extraction of kinetic energy in the part of Aceh Waters, , , , , , IOP Publishing, , .
ESBS Pelawi, M Ikhwan, Y Haditiar, R Wafdan, M Muhammad, S Rizal, 2021, Kinetic energy of M2 tide in the Makassar Strait, , The 1st South East Asia Science, Technology, Engineering and Mathematics International Conference (SEA- STEM IC) 2020, Banda Aceh, , , , , .
U Syawani, Y Haditiar, M Ikhwan, R Wafdan, M Muhammad, I Setiawan, Z Jalil, MA Chaliluddin, S Rizal, 2021, Identification of total suspended solid (TSS) in the Aceh waters from ocean color, , The 1st South East Asia Science, Technology, Engineering and Mathematics International Conference (SEA- STEM IC) 2020, , , , IOP Publishing, , .
L Rahayu, S Rusdiana, S Mahdi, WD Safitri, M Ikhwan, N Sari, T Akhdansyah, 2021, State Mapping of the Public Health Development Index in Aceh Province using K-Medoids method, , International Conference on Mathematics, Statistics and Data Science (ICMSDS) 2020 , Bogor, Indonesia, 11-12 November 2020, , IOP Publishing, , .
M Akhyar, R Wafdan, Y Haditiar, M Ikhwan, I Setiawan, S Rizal, 2021, Generation of ocean internal wave with vertical-slice hydrodynamic simulation, , International and National Symposium on Aquatic Environment and Fisheries , Banda Aceh, Indonesia, 24 September 2020, , IOP Publishing, , .
M Ikhwan, Y Haditiar, R Wafdan, I Setiawan, M Muhammad, Z Jalil, MA Chaliluddin, S Rizal, 2021, The influence of monsoon on mixed layer depth in the northern waters of Aceh in 2017, , International and National Symposium on Aquatic Environment and Fisheries, Banda Aceh, Indonesia, 24 September 2020, , , IOP Publishing, , .
A Auliati, Y Haditiar, R Wafdan, M Ikhwan, M Muhammad, Z Jalil, MA Chaliluddin, S Sugianto, S Rizal, 2021, Effect of monsoon on ocean productivity in Aceh waters, , International and National Symposium on Aquatic Environment and Fisheries, Banda Aceh, Indonesia, 24 September 2020, , IOP Publishing, , .
PS Didta, M Ikhwan, Y Haditiar, R Wafdan, M Muhammad, M Ramli, ZA Muchlisin, S Rizal, 2021, Identification of M2 tidal velocity and energy in the eastern waters of Aceh based on numerical simulation, , International and National Symposium on Aquatic Environment and Fisheries, Banda Aceh, Indonesia, 24 September 2020, , IOP Publishing, , .
WD Safitri, M Ikhwan, D Firmansyah, S Rusdiana, L Rahayu, T Akhdansyah, 2021, Partial distance strategy analysis on city characteristics to improve reliable smart cities services, , 3rd Smart Cities Symposium (SCS 2020), Bahrain, , , IET Digital Library, , .
M Ikhwan, C Imron, WD Safitri, S Rusdiana, 2021, Solar panel angle position correction using light sensor and fuzzy logic control, , 3rd Smart Cities Symposium (SCS 2020), Bahrain, 2020/9/21, , IET Digital Library, 646-650, .
S Rizal, WS Nugroho, AB Ahza, A Subekti, B Lakitan, BW Soemardi, S Irianto, T Mart, M Ikhwan, 2020, The correlation between supervisor’s h-index and the number of PMDSU student’s publications, , The 1st Annual International Conference on Mathematics, Science and Technology Education , Kota Banda Aceh, Indonesia, 14th–15th September 2019, , IOP Publishing, , .
HTA Rasyidi, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, S Sugianto, ..., 2019, Effect of wind-driven currents circulation in Sabang Waters, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
M Ikhwan, Y Haditiar, R Wafdan, I Setiawan, ZA Muchlisin, S Rizal, 2019, Wind driven circulation in Makassar Strait during monsoon 2017, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
J Mahfud, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, S Rizal, 2019, Numerical simulation of M2 tide in the Makassar Strait, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
N Irmasyithah, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, S Rizal, 2019, Thermocline studies using CMEMS data in the Andaman Sea during October 2017, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
HAA Wahyudi, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, M Muhammad, S Sugianto, S Rizal, 2019, Numerical study of tides in the Bay of Sabang, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
K Anwar, Y Haditiar, M Ikhwan, R Wafdan, I Setiawan, ZA Muchlisin, S Rizal, 2019, Numerical study of M2 tide on the Gulf of Thailand, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
D Ardila, Y Haditiar, M Ikhwan, R Wafdan, S Sugianto, S Rizal, 2019, Ocean eddy detection in the Andaman Sea during April 2008, , 2nd ICFAES 2019 International Conference on Fisheries, Aquatic and Environmental Sciences 2019, Banda Aceh, Aceh Province, Indonesia, 19–20 June 2019, , IOP Publishing, , .
M Ikhwan, S Rizal, M Ramli, ZA Muchlisin, M Mardlijah, 2019, Wind disturbance elimination on dual axis solar tracker using fuzzy logic control, , The 3rd International Conference on Natural and Environmental Sciences 2019, Banda Aceh, Indonesia, 26–27 July 2019, , IOP Publishing, , .
E Safitri, T Tarmizi, M Ramli, S Wahyuni, M Ikhwan, 2019, Model of virus therapy and chemotherapy for cancer, , The 3rd International Conference on Natural and Environmental Sciences 2019, Banda Aceh, Indonesia, 26–27 July 2019, , IOP Publishing, , .
Muhammad Ikhwan, Mardlijah, Chairul Imron, 2018, Model predictive control on dual axis solar tracker using Matlab/Simulink simulation, , 2018 International Conference on Information and Communications Technology (ICOIACT), Yogyakarta, Indonesia, 06-07 March 2018, , IEEE, , .
Muhammad Ikhwan, Mardlijah, Didik Khusnul Arif, 2017, Model predictive parking control on four wheel vehicle with optimum parking space, , 2017 International Conference on Electrical Engineering and Informatics (ICELTICs), Banda Aceh, Indonesia, 18-20 October 2017, , IEEE, , .
Buku (Books)
Sayuti Rahman, Marwan Ramli, Fitri Arnia, Rusdha Muharar, Muhammad Zen, Muhammad Ikhwan, 2021, Convolutional Neural Networks Untuk Visi Komputer Jaringan Saraf Konvolusional untuk Visi Komputer (Arsitektur Baru, Transfer Learning, Fine Tuning, dan Pruning), Yogyakarta, Deepublish, 978-623-02-3607-5.
