Mahdi Shahbakhti

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 29

Top Topics

Fuel Consumption

Predictive Control

Top Venues

IEEE Trans. Veh. Technol.

Publications

Mohamadali Tofigh, Ali Kharazmi, Daniel J. Smith, Charles Robert Koch, Mahdi Shahbakhti
Temporal dilated convolution and nonlinear autoregressive network for predicting solid oxide fuel cell performance. Eng. Appl. Artif. Intell. 136 (2024)
Armin Norouzi, Saeid Shahpouri, David C. Gordon, Mahdi Shahbakhti, Charles Robert Koch
Safe deep reinforcement learning in diesel engine emission control. J. Syst. Control. Eng. 237 (8) (2023)
Armin Norouzi, Hamed Heidarifar, Hoseinali Borhan, Mahdi Shahbakhti, Charles Robert Koch
Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions. Eng. Appl. Artif. Intell. 120 (2023)
Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan
Deep Learning Based Distributed Meta-Learning for Fast and Accurate Online Adaptive Powertrain Fuel Consumption Modeling. IEEE Trans. Veh. Technol. 72 (6) (2023)
Armin Norouzi, Saeid Shahpouri, David Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, Mahdi Shahbakhti, Charles Robert Koch
Integration of Deep Learning and Nonlinear Model Predictive Control for Emission Reduction of Compression Ignition Combustion Engines: A Simulation Study. CoRR (2022)
Armin Norouzi, Saeid Shahpouri, David Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, Charles Robert Koch
Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines. CoRR (2022)
Yajie Bao, Javad Mohammadpour Velni, Mahdi Shahbakhti
Epistemic Uncertainty Quantification in State-Space LPV Model Identification Using Bayesian Neural Networks. IEEE Control. Syst. Lett. 5 (2) (2021)
Chethan R. Reddy, Vinicius Bonfochi Vinhaes, Rush D. Robinett, Jeffrey D. Naber, Mahdi Shahbakhti
Model Predictive Control of a Waste Heat Recovery System Integrated with a Dual Fuel Natural Gas-Diesel Engine. ACC (2021)
Prithvi Reddy, Kaushal Darokar, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering
Backlash size estimation in automotive drivelines. CCTA (2020)
L. N. Aditya Basina, Behrouz K. Irdmousa, Javad Mohammadpour Velni, Hoseinali Borhan, Jeffrey D. Naber, Mahdi Shahbakhti
Data-driven Modeling and Predictive Control of Maximum Pressure Rise Rate in RCCI Engines. CCTA (2020)
Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan
Connected Vehicle Based Distributed Meta-Learning for Online Adaptive Engine/Powertrain Fuel Consumption Modeling. IEEE Trans. Veh. Technol. 69 (9) (2020)
Kaushal Darokar, Prithvi Reddy, Jon Furlich, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering
Automotive backlash position estimator for driveline jerk control. CCTA (2020)
Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett
Optimal Exergy-wise Predictive Control for a Combined MicroCSP and HVAC System in a Building. ACC (2019)
Behrouz K. Irdmousa, Syed Zeeshan Rizvi, Javad Mohammadpour Velni, J. D. Nabert, Mahdi Shahbakhti
Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines. ACC (2019)
Mohamed Toub, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba
MPC-trained ANFIS for Control of MicroCSP Integrated into a Building HVAC System. ACC (2019)
Pradeep Krishna Bhat, Joseph Oncken, Rajeshwar Yadav, Bo Chen, Mahdi Shahbakhti, Darrell Robinette
Generation of Optimal Velocity Trajectory for Real-Time Predictive Control of a Multi-Mode PHEV. VTC Fall (2019)
Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun
Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems. ACC (2018)
Akshat Raut, Mehran Bidarvatan, Hoseinali Borhan, Mahdi Shahbakhti
Model Predictive Control of an RCCI Engine. ACC (2018)
Mohamed Toub, Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba
Model Predictive Control for MicroCSP Integration into a Building HVAC System. ICCA (2018)
Huanqing Wang, Kovid Sacheva, Joe Tripp, Bo Chen, Darrell Robinette, Mahdi Shahbakhti
Optimal Map-Based Mode Selection and Powertrain Control for a Multi-Mode Plug-in Hybrid Electric Vehicle. MESA (2018)
Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun
Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems. CoRR (2018)
Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
Bilevel Optimization Framework for Smart Building-to-Grid Systems. IEEE Trans. Smart Grid 9 (2) (2018)
Mohammad Reza Amini, Mahdi Shahbakhti, Selina Pan, J. Karl Hedrick
Discrete adaptive second order sliding mode controller design with application to automotive control systems with model uncertainties. ACC (2017)
Meysam Razmara, Guna R. Bharati, Drew Hanover, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
Enabling Demand Response programs via Predictive Control of Building-to-Grid systems integrated with PV Panels and Energy Storage Systems. ACC (2017)
Mohammad Reza Amini, Mahdi Shahbakhti
Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis. CoRR (2017)
Naga Nithin Teja Kondipati, Jayant Kumar Arora, Mehran Bidarvatan, Mahdi Shahbakhti
Modeling, design and implementation of a closed-loop combustion controller for an RCCI engine. ACC (2017)
Jeremy S. Dobbs, Meysam Razmara, Mahdi Shahbakhti, Sumit Paudyal
Selecting control input type for a building predictive controller integrated in a power grid. ACC (2016)
Mohammad Reza Amini, Mahdi Shahbakhti, J. Karl Hedrick
Discrete sliding controller design with robustness to implementation imprecisions via online uncertainty prediction. ACC (2016)
Meysam Razmara, Mehran Bidarvatan, Mahdi Shahbakhti, Rush D. Robinett
Novel Exergy-wise predictive control of Internal Combustion Engines. ACC (2016)
Meysam Razmara, Mehdi Maasoumy, Mahdi Shahbakhti, Rush D. Robinett III
Exergy-based model predictive control for building HVAC systems. ACC (2015)
Mehran Bidarvatan, Deepak Kothari, Mahdi Shahbakhti
Integrated cycle-to-cycle control of exhaust gas temperature, load, and combustion phasing in an HCCI engine. ACC (2015)
Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett
Bidirectional optimal operation of smart building-to-grid systems. ACC (2015)
Mehdi Maasoumy, Meysam Razmara, Mahdi Shahbakhti, Alberto L. Sangiovanni-Vincentelli
Selecting building predictive control based on model uncertainty. ACC (2014)
Mehran Bidarvatan, Vishal Thakkar, Mahdi Shahbakhti
Grey-box modeling and control of HCCI engine emissions. ACC (2014)
Kyle Edelberg, Mahdi Shahbakhti, J. Karl Hedrick
Incorporation of implementation imprecision in automotive control design. ACC (2013)
Rasoul Salehi, Mahdi Shahbakhti, J. Karl Hedrick
Hybrid switching control of automotive cold start hydrocarbon emission. ACC (2013)
Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi
Nonlinear observer design for turbocharger in a SI engine. ACC (2013)
Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi
Control oriented modeling of a radial turbine for a turbocharged gasoline engine. ACC (2013)
Adam Cranmer, Mahdi Shahbakhti, J. Karl Hedrick
Grey-box modeling architectures for rotational dynamic control in automotive engines. ACC (2012)
Mahdi Shahbakhti, Jimmy Li, J. Karl Hedrick
Early model-based verification of automotive control system implementation. ACC (2012)
Mahdi Shahbakhti, Charles Robert Koch
Control Oriented Modeling of Combustion Phasing for an HCCI Engine. ACC (2007)