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M

Mahdi Shahbakhti

university of alberta

39H指数
255论文数
5.5K被引数
收录论文 59
发表时间
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Dual-stream transformer autoencoding with contrastive k-means and spectral learning for explainable unsupervised driving-behavior clustering双流变压器自编码器结合对比K-均值和谱学习方法实现可解释的无监督驾驶行为聚类
errAdvanced Engineering Informatics
IF9.9
err2026-04-25
err0
errOAAI
errAmirreza Yasami; Mohamadali Tofigh; Mahdi Shahbakhti; Charles Robert Koch
err分享
err收藏
Fuel Consumption and Emissions Reductions of Hybrid Electric Regional-Haul Trucks Equipped with a High-Pressure Direct Injection Natural Gas Engine in Real-World Driving Conditions混合动力电动区域性运输卡车配备高压直喷天然气发动机在实际道路行驶条件下的燃油消耗与排放降低
errEnergy Technology
IF3.6
err2026-04-08
err0
errOAAI
errSina Moghadasi; Navid Balazadeh-Meresht; Gordon McTaggart-Cowan; Mahdi Shahbakhti
err分享
err收藏
Optimizing Large-Spacing Truck Platooning in Windy Environments: Minimizing Fuel Consumption and Tailpipe Nitrogen Oxides Emissions在多风环境下优化大间距卡车编队行驶：最小化燃油消耗和尾气氮氧化物排放
errIEEE-ASME Transactions on Mechatronics
IF7.3
err2026-01-12
err0
PREAI
errLuo Jiang; Mahdi Shahbakhti
err分享
err收藏
A generative physics-informed reinforcement learning-based approach for construction of representative drive cycle一种基于物理信息强化学习的代表性驾驶循环构建方法
errTransportation Research Part D: Transport and Environment
IF0
err2025-12-17
err0
errOAAI
errAmirreza Yasami; Mohamadali Tofigh; Mahdi Shahbakhti; Charles Robert Koch
err分享
err收藏
State-of-health forecasting of solid oxide fuel cells using physics-informed temporal graph convolutional network基于物理信息时序图卷积网络的固体氧化物燃料电池健康状态预测
errJournal of Power Sources
IF7.9
err2025-12-09
err0
errOAAI
errZeynab Salehi; Alireza Salahi; Masood Fakouri Hasanabadi; Amir Reza Hanifi; Daniel J. Smith; Charles Robert Koch; Mahdi Shahbakhti
err分享
err收藏
Machine learning-based estimation of vehicular emissions using on-board diagnostics data for intelligent fleet management基于车载诊断数据的机器学习方法对车辆排放进行估计，以用于智能车队管理
errAtmospheric Pollution Research
IF3.5
err2025-10-23
err0
PREAI
errHamidreza Abediasl; Masoud Aliramezani; Charles Robert Koch; Mahdi Shahbakhti
err分享
err收藏
Comparative techno-economic assessment of solid oxide fuel cells versus hydrogen-fueled internal combustion engines for institutional energy management固体氧化物燃料电池与氢燃料内燃机在机构能源管理中的比较技术与经济评估
errFuel
IF7.5
err2025-09-08
err0
errOAAI
errAmir Reza Razmi; Amir Reza Hanifi; Mahdi Shahbakhti
err分享
err收藏
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine基于深度学习的预测性喷射控制与贝叶斯超参数优化的氢/柴油双燃料发动机系统框架
errControl Engineering Practice
IF4.6
err2025-08-05
err0
errOAAI
errHossein Mehnatkesh; Alexander Winkler; Edward Sperling; Javad Kheyrollahi; Mahdi Shahbakhti; David Gordon; Charles Robert Koch
err分享
err收藏
Reducing fuel consumption and tailpipe nitrogen oxides emissions through large-spacing truck platooning通过大间距卡车编队行驶降低燃油消耗和尾气氮氧化物排放
errtransportation research part d transport and environment
IF0
err2025-07-31
err0
errOAAI
errLuo Jiang; Mahdi Shahbakhti
err分享
err收藏
A comparative techno-economic assessment between solar-based hydrogen production by methane pyrolysis and water electrolysis methods太阳能驱动的甲烷热解制氢与水电解制氢方法的技术经济比较评估
errRENEWABLE ENERGY
IF9.1
err2025-04-01
err4
errOAAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
err分享
err收藏
Real-world steep drive cycles and gradeability performance analysis of hybrid electric and conventional class 8 regional-haul truck真实世界陡峭驾驶循环与混合动力电动汽车和传统第8级区域运输卡车的爬坡性能分析
errENERGY
IF9.4
err2025-02-01
err0
errOAAI
errMoghadasi, Sina; Yasami, Amirreza; Munshi, Sandeep; McTaggart-Cowan, Gordon; Shahbakhti, Mahdi
err分享
err收藏
Transfer learning-based deep neural network model for performance prediction of hydrogen-fueled solid oxide fuel cells基于迁移学习的氢燃料固体氧化物燃料电池性能预测深度神经网络模型
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2025-01-01
err0
errOAAI
errSalehi, Zeynab; Tofigh, Mohamadali; Kharazmi, Ali; Smith, Daniel J.; Hanifi, Amir Reza; Koch, Charles Robert; Shahbakhti, Mahdi
err分享
err收藏
Techno-economic analysis of a novel concept for the combination of methane pyrolysis in molten salt with heliostat solar field
errENERGY
IF9.4
err2024-08-01
err11
errOAAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
err分享
err收藏
Ambient Temperature Effects on Energy Consumption and CO2 Emissions of a Plug-in Hybrid Electric Vehicle
errENERGIES
IF3.2
err2024-07-20
err0
errOAAI
errAnsari, Amir; Abediasl, Hamidreza; Shahbakhti, Mahdi
err分享
err收藏
Transient modeling of a solid oxide fuel cell using an efficient deep learning HY-CNN-NARX paradigm
errJOURNAL OF POWER SOURCES
IF7.9
err2024-06-01
err4
errOAAI
errTofigh, Mohamadali; Salehi, Zeynab; Kharazmi, Ali; Smith, Daniel J.; Hanifi, Amir Reza; Koch, Charles Robert; Shahbakhti, Mahdi
err分享
err收藏
Design and performance analysis of hybrid electric class 8 heavy-duty regional-haul trucks with a micro-pilot natural gas engine in real-world highway driving conditions
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-06-01
err1
errOAAI
errMoghadasi, Sina; Long, Yanxiang; Jiang, Luo; Munshi, Sandeep; McTaggart-Cowan, Gordon; Shahbakhti, Mahdi
err分享
err收藏
Machine learning approaches for identification of heat release shapes in a low temperature combustion engine for control applications
errCONTROL ENGINEERING PRACTICE
IF4.6
err2024-03-01
err5
PREAI
errBatool, Sadaf; Naber, Jeffrey D.; Shahbakhti, Mahdi
err分享
err收藏
Modeling and microstructural study of anode-supported solid oxide fuel cells: Experimental and thermodynamic analyses阳极支撑固体氧化物燃料电池的建模和微观结构研究: 实验和热力学分析
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-02-01
err22
PREAI
errRazmi, Amir Reza; Sharifi, Shakiba; Vafaeenezhad, Sajad; Hanifi, Amir Reza; Shahbakhti, Mahdi
err分享
err收藏
Road transportation emissions and energy consumption in cold climate cities寒冷气候城市的道路交通排放和能源消耗
errURBAN CLIMATE
IF6.9
err2023-11-01
err3
PREAI
errAbediasl, Hamidreza; Meresht, Navid Balazadeh; Alizadeh, Hossein; Shahbakhti, Mahdi; Koch, Charles Robert; Hosseini, Vahid
err分享
err收藏
Design, thermodynamic, and economic analyses of a green hydrogen storage concept based on solid oxide electrolyzer/fuel cells and heliostat solar field基于固体氧化物电解槽/燃料电池和定日镜太阳能场的绿色储氢概念的设计，热力学和经济分析
errRENEWABLE ENERGY
IF9.1
err2023-10-01
err70
PREAI
errRazmi, Amir Reza; Hanifi, Amir Reza; Shahbakhti, Mahdi
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
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Rolf D. Reitz
H 指数: 109 · 论文数: 700
A
Alberto Sangiovanni‐Vincentelli
H 指数: 100 · 论文数: 1.4K
J
J. Karl Hedrick
H 指数: 71 · 论文数: 502
A
Antonio García
H 指数: 51 · 论文数: 301
A
A. Kharazmi
H 指数: 44 · 论文数: 147
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