Control Oriented Modeling of Combustion Phasing for an HCCI Engine. - Mahdi Shahbakhti; Charles Robert Koch (ACC, 2007)

Grey-box modeling architectures for rotational dynamic control in automotive engines. - Adam Cranmer; Mahdi Shahbakhti; J. Karl Hedrick (ACC, 2012)

Early model-based verification of automotive control system implementation. - Mahdi Shahbakhti; Jimmy Li; J. Karl Hedrick (ACC, 2012)

Incorporation of implementation imprecision in automotive control design. - Kyle Edelberg; Mahdi Shahbakhti; J. Karl Hedrick (ACC, 2013)

Control oriented modeling of a radial turbine for a turbocharged gasoline engine. - Rasoul Salehi; Mahdi Shahbakhti; Aria Alasty; G. R. Vossoughi (ACC, 2013)

Nonlinear observer design for turbocharger in a SI engine. - Rasoul Salehi; Mahdi Shahbakhti; Aria Alasty; G. R. Vossoughi (ACC, 2013)

Hybrid switching control of automotive cold start hydrocarbon emission. - Rasoul Salehi; Mahdi Shahbakhti; J. Karl Hedrick (ACC, 2013)

Grey-box modeling and control of HCCI engine emissions. - Mehran Bidarvatan; Vishal Thakkar; Mahdi Shahbakhti (ACC, 2014)

Selecting building predictive control based on model uncertainty. - Mehdi Maasoumy; Meysam Razmara; Mahdi Shahbakhti; Alberto L. Sangiovanni-Vincentelli (ACC, 2014)

Integrated cycle-to-cycle control of exhaust gas temperature, load, and combustion phasing in an HCCI engine. - Mehran Bidarvatan; Deepak Kothari; Mahdi Shahbakhti (ACC, 2015)

Bidirectional optimal operation of smart building-to-grid systems. - Meysam Razmara; Guna R. Bharati; Mahdi Shahbakhti; Sumit Paudyal; Rush D. Robinett (ACC, 2015)

Exergy-based model predictive control for building HVAC systems. - Meysam Razmara; Mehdi Maasoumy; Mahdi Shahbakhti; Rush D. Robinett III (ACC, 2015)

Discrete sliding controller design with robustness to implementation imprecisions via online uncertainty prediction. - Mohammad Reza Amini; Mahdi Shahbakhti; J. Karl Hedrick (ACC, 2016)

Selecting control input type for a building predictive controller integrated in a power grid. - Jeremy S. Dobbs; Meysam Razmara; Mahdi Shahbakhti; Sumit Paudyal (ACC, 2016)

Novel Exergy-wise predictive control of Internal Combustion Engines. - Meysam Razmara; Mehran Bidarvatan; Mahdi Shahbakhti; Rush D. Robinett (ACC, 2016)

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 (ACC, 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 (ACC, 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 (ACC, 2017)

Design of an SI Engine Cold Start Controller based on Dynamic Coupling Analysis. - Mohammad Reza Amini; Mahdi Shahbakhti (CoRR, 2017)

Predictive Second Order Sliding Control of Constrained Linear Systems with Application to Automotive Control Systems. - Mohammad Reza Amini; Mahdi Shahbakhti; Jing Sun 003 (ACC, 2018)

Model Predictive Control of an RCCI Engine. - Akshat Raut; Mehran Bidarvatan; Hoseinali Borhan; Mahdi Shahbakhti (ACC, 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 (ICCA, 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 (MESA, 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)

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 (ACC, 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 (ACC, 2019)

MPC-trained ANFIS for Control of MicroCSP Integrated into a Building HVAC System. - Mohamed Toub; Mahdi Shahbakhti; Rush D. Robinett; Ghassane Aniba (ACC, 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 (VTC Fall, 2019)

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 (CCTA, 2020)

Automotive backlash position estimator for driveline jerk control. - Kaushal Darokar; Prithvi Reddy; Jon Furlich; Darrell Robinette; Mahdi Shahbakhti; Maruthi Ravichandran; Jeffrey Doering (CCTA, 2020)

Backlash size estimation in automotive drivelines. - Prithvi Reddy; Kaushal Darokar; Darrell Robinette; Mahdi Shahbakhti; Maruthi Ravichandran; Jeffrey Doering (CCTA, 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)

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 (ACC, 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)

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)

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)

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., 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., 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., 2023)

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 (ACC, 2024)

Monitoring Real-Time Fleet Emissions Through an Intelligent Fleet Management System. - Hamidreza Abediasl; Masoud Aliramezani; Charles Robert Koch; Mahdi Shahbakhti (ITSC, 2024)

Fuel-Efficient Control System Design for Cooperative Truck Platooning at Large Separation Distances. - Luo Jiang; David C. Gordon; Mahdi Shahbakhti (ITSC, 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)

Large-Spacing Truck Platooning under Windy Conditions. - Luo Jiang; Mahdi Shahbakhti (ACC, 2025)

A Generative Physics-Informed Reinforcement Learning-Based Approach for Construction of Representative Drive Cycle. - Amirreza Yasami; Mohammadali Tofigh; Mahdi Shahbakhti; Charles Robert Koch (CoRR, 2025)