Mahdi Shahbakhti

According to our database, Mahdi Shahbakhti authored at least 41 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Temporal dilated convolution and nonlinear autoregressive network for predicting solid oxide fuel cell performance.

Mohamadali Tofigh, Ali Kharazmi, Daniel J. Smith, Charles Robert Koch, Mahdi Shahbakhti

Eng. Appl. Artif. Intell., 2024

Developing a Time-Efficient Model for Solid Oxide Fuel Cells Using Self-Supervised Convolutional Autoencoder and Stateful LSTM Network.

Mohamadali Tofigh, Z. Salehi, Daniel J. Smith, Ali Kharazmi, A. R. Hanifi, Charles Robert Koch, Mahdi Shahbakhti

Proceedings of the American Control Conference, 2024

2023

Safe deep reinforcement learning in diesel engine emission control.

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Mahdi Shahbakhti, Charles Robert Koch

J. Syst. Control. Eng., September, 2023

Deep Learning Based Distributed Meta-Learning for Fast and Accurate Online Adaptive Powertrain Fuel Consumption Modeling.

Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan

IEEE Trans. Veh. Technol., June, 2023

Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions.

Armin Norouzi, Hamed Heidarifar, Hoseinali Borhan, Mahdi Shahbakhti, Charles Robert Koch

Eng. Appl. Artif. Intell., April, 2023

2022

Machine Learning Integrated with Model Predictive Control for Imitative Optimal Control of Compression Ignition Engines.

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Mahdi Shahbakhti, Charles Robert Koch

CoRR, 2022

Integration of Deep Learning and Nonlinear Model Predictive Control for Emission Reduction of Compression Ignition Combustion Engines: A Simulation Study.

Armin Norouzi, Saeid Shahpouri, David C. Gordon, Alexander Winkler, Eugen Nuss, Dirk Abel, Jakob Andert, Mahdi Shahbakhti, Charles Robert Koch

CoRR, 2022

2021

Epistemic Uncertainty Quantification in State-Space LPV Model Identification Using Bayesian Neural Networks.

Yajie Bao, Javad Mohammadpour Velni, Mahdi Shahbakhti

IEEE Control. Syst. Lett., 2021

Model Predictive Control of a Waste Heat Recovery System Integrated with a Dual Fuel Natural Gas-Diesel Engine.

Chethan R. Reddy, Vinicius Bonfochi Vinhaes, Rush D. Robinett, Jeffrey D. Naber, Mahdi Shahbakhti

Proceedings of the 2021 American Control Conference, 2021

2020

Connected Vehicle Based Distributed Meta-Learning for Online Adaptive Engine/Powertrain Fuel Consumption Modeling.

Xin Ma, Mahdi Shahbakhti, Chunxiao Chigan

IEEE Trans. Veh. Technol., 2020

Backlash size estimation in automotive drivelines.

Prithvi Reddy, Kaushal Darokar, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

Automotive backlash position estimator for driveline jerk control.

Kaushal Darokar, Prithvi Reddy, Jon Furlich, Darrell Robinette, Mahdi Shahbakhti, Maruthi Ravichandran, Jeffrey Doering

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

Data-driven Modeling and Predictive Control of Maximum Pressure Rise Rate in RCCI Engines.

L. N. Aditya Basina, Behrouz K. Irdmousa, Javad Mohammadpour Velni, Hoseinali Borhan, Jeffrey D. Naber, Mahdi Shahbakhti

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

2019

Generation of Optimal Velocity Trajectory for Real-Time Predictive Control of a Multi-Mode PHEV.

Pradeep Krishna Bhat, Joseph Oncken, Rajeshwar Yadav, Bo Chen, Mahdi Shahbakhti, Darrell Robinette

Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

MPC-trained ANFIS for Control of MicroCSP Integrated into a Building HVAC System.

Mohamed Toub, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba

Proceedings of the 2019 American Control Conference, 2019

Optimal Exergy-wise Predictive Control for a Combined MicroCSP and HVAC System in a Building.

Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett

Proceedings of the 2019 American Control Conference, 2019

Data-driven Modeling and Predictive Control of Combustion Phasing for RCCI Engines.

Behrouz K. Irdmousa, Syed Zeeshan Rizvi, Javad Mohammadpour Velni, J. D. Nabert, Mahdi Shahbakhti

Proceedings of the 2019 American Control Conference, 2019

2018

Bilevel Optimization Framework for Smart Building-to-Grid Systems.

Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett

IEEE Trans. Smart Grid, 2018

Optimal Map-Based Mode Selection and Powertrain Control for a Multi-Mode Plug-in Hybrid Electric Vehicle.

Huanqing Wang, Kovid Sacheva, Joe Tripp, Bo Chen, Darrell Robinette, Mahdi Shahbakhti

Proceedings of the 14th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, 2018

Model Predictive Control for MicroCSP Integration into a Building HVAC System.

Mohamed Toub, Chethan R. Reddy, Meysam Razmara, Mahdi Shahbakhti, Rush D. Robinett, Ghassane Aniba

Proceedings of the 14th IEEE International Conference on Control and Automation, 2018

Model Predictive Control of an RCCI Engine.

Akshat Raut, Mehran Bidarvatan, Hoseinali Borhan, Mahdi Shahbakhti

Proceedings of the 2018 Annual American Control Conference, 2018

Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems.

Mohammad Reza Amini, Mahdi Shahbakhti, Jing Sun

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis.

Mohammad Reza Amini, Mahdi Shahbakhti

CoRR, 2017

Enabling Demand Response programs via Predictive Control of Building-to-Grid systems integrated with PV Panels and Energy Storage Systems.

Meysam Razmara, Guna R. Bharati, Drew Hanover, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett

Proceedings of the 2017 American Control Conference, 2017

Modeling, design and implementation of a closed-loop combustion controller for an RCCI engine.

Naga Nithin Teja Kondipati, Jayant Kumar Arora, Mehran Bidarvatan, Mahdi Shahbakhti

Proceedings of the 2017 American Control Conference, 2017

Discrete adaptive second order sliding mode controller design with application to automotive control systems with model uncertainties.

Mohammad Reza Amini, Mahdi Shahbakhti, Selina Pan, J. Karl Hedrick

Proceedings of the 2017 American Control Conference, 2017

2016

Novel Exergy-wise predictive control of Internal Combustion Engines.

Meysam Razmara, Mehran Bidarvatan, Mahdi Shahbakhti, Rush D. Robinett

Proceedings of the 2016 American Control Conference, 2016

Selecting control input type for a building predictive controller integrated in a power grid.

Jeremy S. Dobbs, Meysam Razmara, Mahdi Shahbakhti, Sumit Paudyal

Proceedings of the 2016 American Control Conference, 2016

Discrete sliding controller design with robustness to implementation imprecisions via online uncertainty prediction.

Mohammad Reza Amini, Mahdi Shahbakhti, J. Karl Hedrick

Proceedings of the 2016 American Control Conference, 2016

2015

Exergy-based model predictive control for building HVAC systems.

Meysam Razmara, Mehdi Maasoumy, Mahdi Shahbakhti, Rush D. Robinett III

Proceedings of the American Control Conference, 2015

Bidirectional optimal operation of smart building-to-grid systems.

Meysam Razmara, Guna R. Bharati, Mahdi Shahbakhti, Sumit Paudyal, Rush D. Robinett

Proceedings of the American Control Conference, 2015

Integrated cycle-to-cycle control of exhaust gas temperature, load, and combustion phasing in an HCCI engine.

Mehran Bidarvatan, Deepak Kothari, Mahdi Shahbakhti

Proceedings of the American Control Conference, 2015

2014

Selecting building predictive control based on model uncertainty.

Mehdi Maasoumy, Meysam Razmara, Mahdi Shahbakhti, Alberto L. Sangiovanni-Vincentelli

Proceedings of the American Control Conference, 2014

Grey-box modeling and control of HCCI engine emissions.

Mehran Bidarvatan, Vishal Thakkar, Mahdi Shahbakhti

Proceedings of the American Control Conference, 2014

2013

Hybrid switching control of automotive cold start hydrocarbon emission.

Rasoul Salehi, Mahdi Shahbakhti, J. Karl Hedrick

Proceedings of the American Control Conference, 2013

Nonlinear observer design for turbocharger in a SI engine.

Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi

Proceedings of the American Control Conference, 2013

Control oriented modeling of a radial turbine for a turbocharged gasoline engine.

Rasoul Salehi, Mahdi Shahbakhti, Aria Alasty, G. R. Vossoughi

Proceedings of the American Control Conference, 2013

Incorporation of implementation imprecision in automotive control design.

Kyle Edelberg, Mahdi Shahbakhti, J. Karl Hedrick

Proceedings of the American Control Conference, 2013

2012

Early model-based verification of automotive control system implementation.

Mahdi Shahbakhti, Jimmy Li, J. Karl Hedrick

Proceedings of the American Control Conference, 2012

Grey-box modeling architectures for rotational dynamic control in automotive engines.

Adam Cranmer, Mahdi Shahbakhti, J. Karl Hedrick

Proceedings of the American Control Conference, 2012

2007

Control Oriented Modeling of Combustion Phasing for an HCCI Engine.

Mahdi Shahbakhti, Charles Robert Koch

Proceedings of the American Control Conference, 2007