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Electric, Fuel Cell, and Hybrid Vehicle |
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Fractional order complementary non-singular terminal sliding mode control of PMSM based on neural network
Jinliang Zhang , Dunbin Zhu , Wei Jian , Wentao Hu , Guosheng Peng , Yufeng Chen , Zhihu Wang
Int J Automot Technol. 2024;25(2):213-224. DOI: https://doi.org/10.1007/s12239-024-00015-9
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Engine and Emissions, Fuels and Lubricants, Heat Transfer, Fluid and Thermal Engineering |
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Neural Network-Based Prediction of NH3 Leakage from SCR Systems for Diesel Engines
Qiang Zhu , Jiehui Li
Int J Automot Technol. 2024;25(1):97-106. DOI: https://doi.org/10.1007/s12239-024-00016-8
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Electric, Fuel Cell, and Hybrid Vehicle |
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ELECTRIC VEHICLE BATTERY STATE OF CHARGE PREDICTION
BASED ON GRAPH CONVOLUTIONAL NETWORK
Geunsu Kim , Soohyeok Kang , Gyudo Park , Byung-Cheol Min
Int J Automot Technol. 2023;24(6):1519-1530. DOI: https://doi.org/10.1007/s12239-023-0122-6
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Body and Safety, Manufacturing, Materials and Recycling |
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PREDICTION OF NONLINEAR STRESS-STRAIN BEHAVIORS WITH ARTIFICIAL NEURAL NETWORKS AND ITS APPLICATION FOR AUTOMOTIVE RUBBER PARTS
Junye Park , Cheol Kim , Hyung-seok Lee
Int J Automot Technol. 2023;24(6):1481-1491. DOI: https://doi.org/10.1007/s12239-023-0119-1
 
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Cited By 1 |
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Electric, Fuel Cell, and Hybrid Vehicle, Engine and Emissions, Fuels and Lubricants, Heat Transfer, Fluid and Thermal Engineering |
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KNOCK ONSET DETERMINATION WITH 1D CNN USING RANDOM
SEARCH HYPERPARAMETER OPTIMIZATION AND DATA
AUGMENTATION IN SI ENGINE
Jihwan Park , Seunghyup Shin , Sechul Oh , Sangyul Lee , Woojae Shin , Kyoungdoug Min
Int J Automot Technol. 2023;24(5):1395-1410. DOI: https://doi.org/10.1007/s12239-023-0113-7
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Body and Safety, Connected Automated Vehicles and ITS, Electrical and Electronics |
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UNTRIPPED AND TRIPPED ROLLOVERS WITH A NEURAL NETWORK
Gridsada Phanomchoeng , Kailerk Treetipsounthorn , Sunhapos Chantranuwathana , Lunchakorn Wuttisittikulkij
Int J Automot Technol. 2023;24(3):811-828. DOI: https://doi.org/10.1007/s12239-023-0067-9
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Engine and Emissions |
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DRAG REDUCTION PREDICTION OF AHMED MODEL WITH TRAVELING WAVE BASED ON BP NEURAL NETWORK
Xingjun Hu , Jinglong Zhang , Yufei Luo , Jingyu Wang , Pengzhan Ma , Wei Lan , Chunbo Dong
Int J Automot Technol. 2022;23(5):1419-1426. DOI: https://doi.org/10.1007/s12239-022-0124-9
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Body and Safety |
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INTERIOR WIND NOISE PREDICTION AND VISUAL EXPLANATION SYSTEM FOR EXTERIOR VEHICLE DESIGN USING COMBINED CONVOLUTION NEURAL NETWORKS
HaEun Park , Hoichan Jung , Min Seok Lee , Doohyung Kim , Jongwon Lee , Sung Won Han
Int J Automot Technol. 2022;23(4):1013-1021. DOI: https://doi.org/10.1007/s12239-022-0088-9
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Chassis |
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COMPARATIVE STUDY ON THE PREDICTION OF CITY BUS SPEED BETWEEN LSTM AND GRU
Giyeon Hwang , Yeongha Hwang , Seunghyup Shin , Jihwan Park , Sangyul Lee , Minjae Kim
Int J Automot Technol. 2022;23(4):983-992. DOI: https://doi.org/10.1007/s12239-022-0085-z
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Cited By 4 |
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Engine and Emissions |
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Machine Learning Application to Predict Combustion Phase of a Direct Injection Spark Ignition Engine
Rio Asakawa, Keisuke Yokota, Iku Tanabe, Kyohei Yamaguchi, Ratnak Sok, Hiroyuki Ishii, Jin Kusaka
Int J Automot Technol. 2022;23(1):265-272. DOI: https://doi.org/10.1007/s12239-022-0023-0
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Cited By 1 |
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Engine and Emissions |
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EFFECT OF EXHAUST BACKPRESSURE ON PERFORMANCE OF A DIESEL ENGINE: A NEURAL NETWORK BASED SENSITIVITY ANALYSIS
Yiğit Gülmez, Güner Özmen
Int J Automot Technol. 2022;23(1):215-223. DOI: https://doi.org/10.1007/s12239-022-0018-x
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Cited By 5 |
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Connected Automated Vehicles and ITS |
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COMPARISON OF MACHINE LEARNING ALGORITHMS FOR PREDICTING LANE CHANGING INTENT
Dongho Choi , Sangsun Lee
Int J Automot Technol. 2021;22(2):507-518. DOI: https://doi.org/10.1007/s12239-021-0047-x
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Cited By 14 |
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Connected Automated Vehicles and ITS, Vehicle Dynamics and Control |
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ROAD TYPE IDENTIFICATION AHEAD OF THE TIRE USING D-CNN AND REFLECTED ULTRASONIC SIGNALS
Min-Hyun Kim, Jongchan Park, Seibum Choi
Int J Automot Technol. 2021;22(1):47-54. DOI: https://doi.org/10.1007/s12239-021-0006-6
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Cited By 12 |
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Materials and Recycling |
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PREDICTION OF NONLINEAR STIFFNESS OF AUTOMOTIVE BUSHINGS BY ARTIFICIAL NEURAL NETWORK MODELS TRAINED BY DATA FROM FINITE ELEMENT ANALYSIS
Yeon-Woo Jung, Heung-Kyu Kim
Int J Automot Technol. 2020;21(6):1539-1551. DOI: https://doi.org/10.1007/s12239-020-0145-1
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Cited By 6 |
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Engine and Emissions, Fuels and Lubricants |
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EGR PREDICTION OF DIESEL ENGINES IN STEADY-STATE CONDITIONS USING DEEP LEARNING METHOD
Sangyul Lee, Yongjoo Lee, Youngbok Lee, Minjae Kim, Seunghyup Shin, Jihwan Park, Kyoungdoug Min
Int J Automot Technol. 2020;21(3):571-578. DOI: https://doi.org/10.1007/s12239-020-0054-3
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Cited By 9 |
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Transmission and Driveline |
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CONTROL STRATEGY FOR SHIFT SCHEDULE CORRECTION BASED ON DRIVING HABITS FOR VEHICLES WITH AUTOMATIC TRANSMISSION
Guang Xia, Jun Gao, Xiwen Tang, Shaojie Wang, Baoqun Sun
Int J Automot Technol. 2020;21(2):407-418. DOI: https://doi.org/10.1007/s12239-020-0038-3
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Cited By 4 |
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Electric, Fuel Cell, and Hybrid Vehicle |
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VEHICLE DECELERATION PREDICTION BASED ON DEEP NEURAL NETWORK AT BRAKING CONDITIONS
Kyunghan Min, Kyuhwan Yeon, Yuhyeok Jo, Gyubin Sim, Myoungho Sunwoo, Manbae Han
Int J Automot Technol. 2020;21(1):91-102. DOI: https://doi.org/10.1007/s12239-020-0010-2
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Cited By 11 |
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Body and Safety, Manufacturing, Materials and Recycling |
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MINIMIZATION OF SURFACE DEFLECTION IN RECTANGULAR
EMBOSSING USING AUTOMATIC TRAINING OF ARTIFICIAL NEURAL
NETWORK AND GENETIC ALGORITHM
Sungmin Cho, Wanjin Chung
Int J Automot Technol. 2019;20(S):57-66. DOI: https://doi.org/10.1007/s12239-019-0128-2
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Cited By 2 |
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Intelligent Vehicle/Transportation Systems |
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DEVELOPMENT OF THREE DRIVER STATE DETECTION MODELS
FROM DRIVING INFORMATION USING VEHICLE SIMULATOR;
NORMAL, DROWSY AND DRUNK DRIVING
Kang Hee Lee, Keon Hee Baek, Su Bin Choi, Nak Tak Jeong, Hyung Uk Moon, Eun Seong Lee, Hyung Min Kim, Myung Won Suh
Int J Automot Technol. 2019;20(6):1205-1219. DOI: https://doi.org/10.1007/s12239-019-0113-9
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Cited By 8 |
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Connected Automated Vehicles and ITS, Electric, Fuel Cell, and Hybrid Vehicle, Human Factors and Ergonomics, Vehicle Dynamics and Control |
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EGO-VEHICLE SPEED PREDICTION USING A LONG SHORT-TERM MEMORY BASED RECURRENT NEURAL NETWORK
Kyuhwan Yeon, Kyunghan Min, Jaewook Shin, Myoungho Sunwoo, Manbae Han
Int J Automot Technol. 2019;20(4):713-722. DOI: https://doi.org/10.1007/s12239-019-0067-y
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Cited By 63 |
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Body and Safety, Manufacturing, Materials and Recycling |
|
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MINIMIZATION OF SURFACE DEFLECTION IN RECTANGULAR
EMBOSSING USING AUTOMATIC TRAINING OF ARTIFICIAL NEURAL
NETWORK AND GENETIC ALGORITHM
Sungmin Cho, Wanjin Chung
Int J Automot Technol. 2019;20(0):57-66. DOI: https://doi.org/10.1007/s12239-019-0128-2
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Cited By 2 |
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Intelligent Vehicle / Transportation Systems |
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DETECTION OF COGNITIVE AND VISUAL DISTRACTION USING RADIAL BASIS PROBABILISTIC NEURAL NETWORKS
Joonwoo Son, Myoungouk Park
Int J Automot Technol. 2018;19(5):935-940. DOI: https://doi.org/10.1007/s12239-018-0090-4
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Cited By 18 |
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Automobile Body and Safety |
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DEVELOPMENT OF A DRIVING BEHAVIOR-BASED COLLISION WARNING SYSTEM USING A NEURAL NETWORK
Sang Hyeop Lee, Suk Lee, Man Ho Kim
Int J Automot Technol. 2018;19(5):837-844. DOI: https://doi.org/10.1007/s12239-018-0080-6
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Cited By 15 |
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Fuel Cell, Hybrid and Electrical Vehicle |
|
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CALIBRATION EFFICIENCY IMPROVEMENT OF RULE-BASED ENERGY MANAGEMENT SYSTEM FOR A PLUG-IN HYBRID ELECTRIC VEHICLE
B. M. DUAN, Q. N. WANG, J. N. WANG, X. N. LI, T. BA
Int J Automot Technol. 2017;18(2):335-344. DOI: https://doi.org/10.1007/s12239-017-0034-4
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Cited By 28 |
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Automobile Chassis & Vehicle Dynamic |
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OBJECTIVE METRICS FOR VEHICLE HANDLING AND STEERING AND THEIR CORRELATIONS WITH SUBJECTIVE ASSESSMENTS
G. L. GIL GÓMEZ, M. NYBACKA, E. BAKKER, L. DRUGGE
Int J Automot Technol. 2016;17(5):777-794. DOI: https://doi.org/10.1007/s12239-016-0077-y
|
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Cited By 7 |
|
|
|
|
|
Fuel Cell, Hybrid and Electrical Vehicle |
|
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EMISSION-ROBUST OPERATION OF DIESEL HEV CONSIDERING TRANSIENT EMISSIONS
M. SCHUDELEIT, F. KÜÇÜKAY
Int J Automot Technol. 2016;17(3):523-533. DOI: https://doi.org/10.1007/s12239-016-0053-6
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Cited By 5 |
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Other Fields of Automotive Engineering |
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MODELING ENGINE FUEL CONSUMPTION AND NOx WITH RBF NEURAL NETWORK AND MOPSO ALGORITHM
J. D. MARTÍNEZ-MORALES, E. R. PALACIOS-HERNÁNDEZ, G. A. VELÁZQUEZ-CARRILLO
Int J Automot Technol. 2015;16(6):1041-1049. DOI: https://doi.org/10.1007/s12239-015-0106-2
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Cited By 13 |
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Other Fields of Automotive Engineering |
|
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HUMAN RIDE COMFORT PREDICTION OF DRIVE TRAIN USING MODELING METHOD BASED ON ARTIFICIAL NEURAL NETWORKS
S. LERSPALUNGSANTI, A. ALBERS, S. OTT, T. DÜSER
Int J Automot Technol. 2015;16(1):153-166. DOI: https://doi.org/10.1007/s12239-015-0017-2
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Cited By 13 |
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Automobile Chassis & Vehicle Dynamic |
|
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LINKS BETWEEN SUBJECTIVE ASSESSMENTS AND OBJECTIVE METRICS FOR STEERING
M. NYBACKA, X. HE, G. GÓMEZ, E. BAKKER, L. DRUGGE
Int J Automot Technol. 2014;15(6):893-907. DOI: https://doi.org/10.1007/s12239-014-0094-7
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Cited By 17 |
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Automobile Electronics |
|
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PARALLEL MODEL BASED FAULT DETECTION ALGORITHM FOR ELECTRONIC PARKING BRAKE SYSTEM
B. J. MOON, H. G. JUNG, S. G. LEE, D. H. KIM
Int J Automot Technol. 2014;15(3):483-494. DOI: https://doi.org/10.1007/s12239-014-0051-5
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Cited By 5 |
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