SCIE (18)

2026 (1)

1. M. A. A. Siddique, H. H. Jeon, S. Y. Baek, and Y. J. Kim*, 2026. Energy-Saving performance of Kalman filtering and artificial neural network algorithm for axle torque and battery SOC estimation of electric tractor using AMESim model. Computers and Electronics in Agriculture, 249: 111860. Doi: 10.1016/j.compag.2026.111860

2. S. Y. Baek, D. J. Lee, M. A. A. Siddique, H. J. Kim, T. Sim, and Y. J. Kim*, 2026. Machine Learning-Based Real-Time Axle Torque Prediction Model for Electric Tractors Using Field-Measured Data. Agriculture, 16(7):780. Doi: 10.3390/agriculture16070780  

2025 (3)

1. M. A. A. Siddique, C. W. Yang, N. Chung, S. M. Baek, S. Y. Baek, H. H. Jeon, Y. S. Kim, W. S. Kim, and Y. J. Kim*, 2025. Usable time estimation and suitable battery selection for electric tractor considering agricultural operational load. Scientific Reports, 15:36606. Doi: 10.1038/s41598-025-20517-5 

2. M. A. A. Siddique, H. H. Jeon, S. M. Baek, S. Y. Baek, Y. S. Kim, W. S. Kim, M. J. Park, J. D. Park, C. W. Yang, M. J. Park, and Y. J. Kim*, 2025. Real-time axle-torque prediction of agricultural electric tractors using a kalman-algorithm-integrated predictive motor-speed controller. Computers and Electronics in Agriculture, 239: 110908. Doi: 10.1016/j.compag.2025.110908

3. M. A. A. Siddique, S. M. Baek, S. Y. Baek, H. H. Jeon, J. D. Park, M. J. Park, C. W. Yang, M. J. Park, Y. S. Kim, W. S. Kim, and Y. J. Kim*, 2025. Effect of motor speeds on traction performance of a single-motor electric tractor at various gear stages during plow tillage. Scientific Reports, 15:26590. Doi: 10.1038/s41598-025-04913-5

2024 (2)

1. M. A. A. Siddique, S. Y. Baek, S. M. Baek, H. H. Jeon, M. J. Park, Y. J. Kim*, Y. S. Kim, R. G. Lim, J. Y. Choi, T. J. Kim, and W. S. Kim, 2024. Application of Reliability Test Method for Hydraulic Components of Tractor-Mounted Potato Harvester Considering Turning Period. Agricultural Mechanization in Asia, Africa, and Latin America, 55 (3):7-13.

2. W. S. Kim, S. M. Baek, S. Y. Baek, H. H. Jeon, M. A. A. Siddique, T. J. Kim, R. G. Lim, Y. J. Kim*, 2024. Evaluation of exhaust emissions of agricultural tractors using portable emission measurement system in Korean paddy field. Scientific Reports, 14:3491. Doi:10.1038/s41598-024-53995-0

2023 (3)

1. R. G. Lim, W. S. Kim, Y. W. Do, M. A. A. Siddique, Y. J. Kim*, 2023. Performance Evaluation of a Virtual Test Model of the Frame-Type ROPS for Agricultural Tractors Using FEA. Agriculture 13(10):2004. Doi: 10.3390/agriculture13102004

2. M. A. A. Siddique, S. M. Baek, S. Y. Baek, H. H. Jeon, Y. J. Kim*, Y. S. Kim, W. S. Kim, D. H. Lee, R. G. Lim, T. J. Kim, 2023. Application of auto power shift (APS) controller for minimizing fuel consumption and performance evaluation of an agricultural tractor. Computers and Electronics in Agriculture 214:108279. Doi: 10.1016/j.compag.2023.108279

3. M. A. A. Siddique, S. Y. Baek, S. M. Baek, H. H. Jeon, J. H. Lee, M. A. Son, S. Y. Yoon, Y. J. Kim*, R. G. Lim, 2023. The Selection of an Energy-Saving Engine Mode Based on the Power Delivery and Fuel Consumption of a 95 kW Tractor during Rotary Tillage. Agriculture 13(7):1376. Doi: 10.3390/agriculture13071376

2022 (4)

1. M. A. A. Siddique, S. M. Baek, S. Y. Baek, Y. J. Kim*, R. G. Lim, 2022. Development, Validation, and Evaluation of Partial PST Tractor Simulation Model for Different Engine Modes during Field Operations. Agriculture 13(1):44. Doi: 10.3390/agriculture13010044

2. Y. S. Kim, S. D. Lee, S. M. Baek, S. Y. Baek, H. H. Jeon, J. H. Lee, M. A. A. Siddique, Y. J. Kim*, W. S. Kim, T. Sim, S. Yi, Y. S. Choi, 2022. Development of DEM-MBD coupling model for draft force prediction of agricultural tractor with plowing depth. Computers and Electronics in Agriculture 202:107405. Doi: 10.1016/j.compag.2022.107405

3. M. A. A. Siddique, Y. J. Kim*, S. M. Baek, S. Y. Baek, T. H. Han, W. S. Kim, Y. S. Kim, R. G. Lim, Y. Choi, 2022. Development of the Reliability Assessment Process of the Hydraulic Pump for a 78 kW Tractor during Major Agricultural Operations. Agriculture 12(10):1609. Doi: 10.3390/agriculture12101609

4. W. S. Kim, M. A. A. Siddique, Y. J. Kim*, Y. J. Jung, S. M. Baek, S. Y. Baek, Y. S. Kim, R. G. Lim, 2022. Simulation of the Rollover Angle of a Self-Propelled Radish Harvester for Different Load Conditions. Applied sciences 12(21): 10733. Doi: 10.3390/app122110733

2021 (2)

1. Y. S. Kim, M. A. A. Siddique, W. S. Kim, Y. J. Kim*, S. D. Lee, D. K. Lee, S. J. Hwang, J. S. Nam, S. U. Park, R. G. Lim, 2021. DEM simulation for draft force prediction of moldboard plow according to the tillage depth in cohesive soil. Computers and Electronics in Agriculture 189: 106368. Doi: 10.1016/j.compag.2021.106368 

2. M. A. A. Siddique, S. M. Baek, S. Y. Baek, W. S. Kim, Y. S. Kim, Y. J. Kim*, D.H. Lee, K. H. Lee, J.Y. Hwang, 2021. Simulation of Fuel Consumption Based on Engine Load Level of a 95 kW Partial Power-Shift Transmission Tractor. Agriculture 11(3):276. Doi: 10.3390/agriculture11030276

2020 (3)

1. M. A. A. Siddique, W. S. Kim, Y. S. Kim, S. Y. Baek, S. M. Baek, Y. J. Kim*, S. U. Park, C. H. Choi, 2020. Simulation of Design Factors of a Clutch Pack for Power-Shift Transmission for an Agricultural Tractor. Sensors 20(24):7293. doi:10.3390/s20247293

2. Y. S. Kim, W. S. Kim, M. A. A. Siddique, S. Y. Baek, S. M. Baek, S. H. Cheon, S. D. Lee, K. H. Lee, D. H. Hong, S. U. Park, Y. J. Kim*, 2020. Power Transmission Efficiency Analysis of 42 kW Power Agricultural Tractor According to Tillage Depth during Moldboard Plowing. Agronomy 10(9):1263. doi:10.3390/agronomy10091263

3.  M. A. A. Siddique, W. S. Kim, Y. S. Kim, T. J. Kim, C. H. Choi, H. J. Lee, S. O. Chung, Y. J. Kim*, 2020. Effects of Temperatures and Viscosity of the Hydraulic Oils on the Proportional Valve for a Rice Transplanter Based on PID Control Algorithm. Agriculture, 10(3):73. doi:10.3390/agriculture10030073