Mahdi Shahbakhti

49 papers A 1C 26Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A parallel Seq2Seq neural architecture for long-horizon performance forecasting and online condition monitoring of fuel cells. Appl. Soft Comput. Mohamadali Tofigh, Daniel J. Smith, Amir R. Hanifi, Mahdi Shahbakhti
2026	J	`jnl`	Dynamic Kolmogorov-Arnold networks for time-varying degradation modeling in solid oxide fuel cells. Adv. Eng. Informatics Mohamadali Tofigh, Daniel J. Smith, Amir R. Hanifi, Charles Robert Koch, Mahdi Shahbakhti
2025	J	`jnl`	A Generative Physics-Informed Reinforcement Learning-Based Approach for Construction of Representative Drive Cycle. CoRR Amirreza Yasami, Mohammadali Tofigh, Mahdi Shahbakhti, Charles Robert Koch
2025	A	`conf`	A deep Conv-Atten-KAN architecture to identify solid oxide fuel cell dynamics under fuel starvation. ICCAD Mohamadali Tofigh, Daniel J. Smith, Saeed Hanifi, Amir R. Hanifi, Mahdi Shahbakhti
2025	C	`conf`	Large-Spacing Truck Platooning under Windy Conditions. ACC Luo Jiang, Mahdi Shahbakhti
2024	C	`conf`	Developing a Time-Efficient Model for Solid Oxide Fuel Cells Using Self-Supervised Convolutional Autoencoder and Stateful LSTM Network. ACC Mohamadali Tofigh, Z. Salehi, Daniel J. Smith, Ali Kharazmi, Amir R. Hanifi, Charles Robert Koch, Mahdi Shahbakhti
2024	—	`conf`	Fuel-Efficient Control System Design for Cooperative Truck Platooning at Large Separation Distances. ITSC Luo Jiang, David C. Gordon, Mahdi Shahbakhti
2024	—	`conf`	Monitoring Real-Time Fleet Emissions Through an Intelligent Fleet Management System. ITSC Hamidreza Abediasl, Masoud Aliramezani, Charles Robert Koch, Mahdi Shahbakhti
2024	J	`jnl`	Temporal dilated convolution and nonlinear autoregressive network for predicting solid oxide fuel cell performance. Eng. Appl. Artif. Intell. Mohamadali Tofigh, Ali Kharazmi, Daniel J. Smith, Charles Robert Koch, Mahdi Shahbakhti
2023	J	`jnl`	Deep Learning Based Distributed Meta-Learning for Fast and Accurate Online Adaptive Powertrain Fuel Consumption Modeling. IEEE Trans. Veh. Technol. Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan
2023	J	`jnl`	Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions. Eng. Appl. Artif. Intell. Armin Norouzi, Hamed Heidarifar, Hoseinali Borhan, Mahdi Shahbakhti, Charles Robert Koch
2023	J	`jnl`	Safe deep reinforcement learning in diesel engine emission control. J. Syst. Control. Eng. Armin Norouzi, Saeid Shahpouri, David C. Gordon, Mahdi Shahbakhti, Charles Robert Koch
2022	J	`jnl`	Integration of Deep Learning and Nonlinear Model Predictive Control for Emission Reduction of Compression Ignition Combustion Engines: A Simulation Study. CoRR Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, Mahdi Shahbakhti, Charles Robert Koch
2022	J	`jnl`	Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines. CoRR Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, Charles Robert Koch
2021	J	`jnl`	Epistemic Uncertainty Quantification in State-Space LPV Model Identification Using Bayesian Neural Networks. IEEE Control. Syst. Lett. Yajie Bao, Javad Mohammadpour Velni, Mahdi Shahbakhti
2021	C	`conf`	Model Predictive Control of a Waste Heat Recovery System Integrated with a Dual Fuel Natural Gas-Diesel Engine. ACC Chethan R. Reddy, Vinicius Bonfochi Vinhaes, Rush D. Robinett, Jeffrey D. Naber, Mahdi Shahbakhti
2020	—	`conf`	Automotive backlash position estimator for driveline jerk control. CCTA Kaushal Darokar, Prithvi Reddy, Jon Furlich, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering
2020	—	`conf`	Backlash size estimation in automotive drivelines. CCTA Prithvi Reddy, Kaushal Darokar, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering
2020	J	`jnl`	Connected Vehicle Based Distributed Meta-Learning for Online Adaptive Engine/Powertrain Fuel Consumption Modeling. IEEE Trans. Veh. Technol. Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan
2020	—	`conf`	Data-driven Modeling and Predictive Control of Maximum Pressure Rise Rate in RCCI Engines. CCTA L. N. Aditya Basina, Behrouz K. Irdmousa, Javad Mohammadpour Velni, Hoseinali Borhan, Jeffrey D. Naber, Mahdi Shahbakhti
2019	C	`conf`	Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines. ACC Behrouz K. Irdmousa, Syed Zeeshan Rizvi, Javad Mohammadpour Velni, J. D. Nabert, Mahdi Shahbakhti
2019	—	`conf`	Generation of Optimal Velocity Trajectory for Real-Time Predictive Control of a Multi-Mode PHEV. VTC Fall Pradeep Krishna Bhat, Joseph Oncken, Rajeshwar Yadav, Bo Chen, Mahdi Shahbakhti, Darrell Robinette
2019	C	`conf`	MPC-trained ANFIS for Control of MicroCSP Integrated into a Building HVAC System. ACC Mohamed Toub, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba
2019	C	`conf`	Optimal Exergy-wise Predictive Control for a Combined MicroCSP and HVAC System in a Building. ACC Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett
2018	J	`jnl`	Bilevel Optimization Framework for Smart Building-to-Grid Systems. IEEE Trans. Smart Grid Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
2018	—	`conf`	Model Predictive Control for MicroCSP Integration into a Building HVAC System. ICCA Mohamed Toub, Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba
2018	C	`conf`	Model Predictive Control of an RCCI Engine. ACC Akshat Raut, Mehran Bidarvatan, Hoseinali Borhan, Mahdi Shahbakhti
2018	—	`conf`	Optimal Map-Based Mode Selection and Powertrain Control for a Multi-Mode Plug-in Hybrid Electric Vehicle. MESA Huanqing Wang, Kovid Sacheva, Joe Tripp, Bo Chen, Darrell Robinette, Mahdi Shahbakhti
2018	C	`conf`	Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems. ACC Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun
2018	J	`jnl`	Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems. CoRR Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun
2017	J	`jnl`	Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis. CoRR Mohammad Reza Amini, Mahdi Shahbakhti
2017	C	`conf`	Discrete adaptive second order sliding mode controller design with application to automotive control systems with model uncertainties. ACC Mohammad Reza Amini, Mahdi Shahbakhti, Selina Pan, J. Karl Hedrick
2017	C	`conf`	Enabling Demand Response programs via Predictive Control of Building-to-Grid systems integrated with PV Panels and Energy Storage Systems. ACC Meysam Razmara, Guna R. Bharati, Drew Hanover, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
2017	C	`conf`	Modeling, design and implementation of a closed-loop combustion controller for an RCCI engine. ACC Naga Nithin Teja Kondipati, Jayant Kumar Arora, Mehran Bidarvatan, Mahdi Shahbakhti
2016	C	`conf`	Discrete sliding controller design with robustness to implementation imprecisions via online uncertainty prediction. ACC Mohammad Reza Amini, Mahdi Shahbakhti, J. Karl Hedrick
2016	C	`conf`	Novel Exergy-wise predictive control of Internal Combustion Engines. ACC Meysam Razmara, Mehran Bidarvatan, Mahdi Shahbakhti, Rush D. Robinett
2016	C	`conf`	Selecting control input type for a building predictive controller integrated in a power grid. ACC Jeremy S. Dobbs, Meysam Razmara, Mahdi Shahbakhti, Sumit Paudyal
2015	C	`conf`	Bidirectional optimal operation of smart building-to-grid systems. ACC Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
2015	C	`conf`	Exergy-based model predictive control for building HVAC systems. ACC Meysam Razmara, Mehdi Maasoumy, Mahdi Shahbakhti, Rush D. Robinett III
2015	C	`conf`	Integrated cycle-to-cycle control of exhaust gas temperature, load, and combustion phasing in an HCCI engine. ACC Mehran Bidarvatan, Deepak Kothari, Mahdi Shahbakhti
2014	C	`conf`	Grey-box modeling and control of HCCI engine emissions. ACC Mehran Bidarvatan, Vishal Thakkar, Mahdi Shahbakhti
2014	C	`conf`	Selecting building predictive control based on model uncertainty. ACC Mehdi Maasoumy, Meysam Razmara, Mahdi Shahbakhti, Alberto L. Sangiovanni-Vincentelli
2013	C	`conf`	Control oriented modeling of a radial turbine for a turbocharged gasoline engine. ACC Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi
2013	C	`conf`	Hybrid switching control of automotive cold start hydrocarbon emission. ACC Rasoul Salehi, Mahdi Shahbakhti, J. Karl Hedrick
2013	C	`conf`	Incorporation of implementation imprecision in automotive control design. ACC Kyle Edelberg, Mahdi Shahbakhti, J. Karl Hedrick
2013	C	`conf`	Nonlinear observer design for turbocharger in a SI engine. ACC Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi
2012	C	`conf`	Early model-based verification of automotive control system implementation. ACC Mahdi Shahbakhti, Jimmy Li, J. Karl Hedrick
2012	C	`conf`	Grey-box modeling architectures for rotational dynamic control in automotive engines. ACC Adam Cranmer, Mahdi Shahbakhti, J. Karl Hedrick
2007	C	`conf`	Control Oriented Modeling of Combustion Phasing for an HCCI Engine. ACC Mahdi Shahbakhti, Charles Robert Koch