Publications
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Journals
  1. A Stochastic Optimal Control Approach for Power Management in Plug-in Hybrid Electric Vehicles
    S. J. Moura, H. K. Fathy, D. S. Callaway, and J. L. Stein
    IEEE Transactions on Control Systems Technology, May 2011
    DOI: 10.1109/TCST.2010.2043736
  2. Tradeoffs between Battery Energy Capacity and Stochastic Optimal Power Management in Plug-in Hybrid Electric Vehicles
    S. J. Moura, H. K. Fathy, D. S. Callaway, and J. L. Stein
    Journal of Power Sources, May 2010
    DOI: 10.1016/j.jpowsour.2009.11.026
  3. Plug-in hybrid electric vehicle charge pattern optimization for energy cost and battery longevity
    S. Bashash, S. J. Moura, J. C. Forman, and H. K. Fathy
    Journal of Power Sources, Jan 2011
    DOI: 10.1016/j.jpowsour.2010.07.001
  4. Optimal Control of Film Growth in Lithium-Ion Battery Packs via Relay Switches
    S. J. Moura, J. C. Forman, S. Bashash, J. L. Stein, and H. K. Fathy
    IEEE Transactions on Industrial Electronics, Aug 2011
    DOI: 10.1109/TIE.2010.2087294
  5. On the aggregate grid load imposed by battery health-conscious charging of plug-in hybrid electric vehicles
    S. Bashash, S. J. Moura, H. K. Fathy
    Journal of Power Sources, Oct 2011
    DOI: 10.1016/j.jpowsour.2011.06.025
  6. Battery Health Conscious Power Management in Plug-in Hybrid Electric Vehicles via Electrochemical Modeling and Stochastic Control
    S. J. Moura, J. L. Stein, and H. K. Fathy
    IEEE Transactions on Control Systems Technology, May 2013
    DOI: 10.1109/TCST.2012.2189773
  7. Genetic Identification and Fisher Identifiability Analysis of the Doyle-Fuller-Newman Model from Experimental Cycling of a LiFePO4 Cell
    J. C. Forman, S. J. Moura, J. L. Stein, H. K. Fathy
    Journal of Power Sources, Jul 2012
    DOI: 10.1016/j.jpowsour.2012.03.009
  8. Optimal Boundary Control of Reaction-Diffusion PDEs via Weak Variations
    S. J. Moura and H. K. Fathy
    ASME Journal of Dynamic Systems, Measurement, and Control, May 2013
    DOI: 10.1115/1.4023071
  9. Lyapunov-based Switched Extremum Seeking for Photovoltaic Power Maximization
    S. J. Moura and Y. A. Chang
    Control Engineering Practice, July 2013
    DOI: 10.1016/j.conengprac.2013.02.009
  10. Adaptive PDE Observer for Battery SOC/SOH Estimation via an Electrochemical Model
    S. J. Moura, N. A. Chaturvedi, and M. Krstic
    ASME Journal of Dynamic Systems, Measurement, and Control, Oct 2013
    DOI: 10.1115/1.4024801
  11. Parameter Identification of Aggregated Thermostatically Controlled Loads for Smart Grids using PDE Techniques
    S. J. Moura, J. Bendsten, and V. Ruiz
    International Journal of Control, May 2014
    DOI: 10.1080/00207179.2014.915083
  12. Velocity Predictors for Predictive Energy Management in Hybrid Electric Vehicles
    C. Sun, X. Hu, S. J. Moura, and F. Sun
    IEEE Transactions on Control System Technology, May 2015
    DOI: 10.1109/TCST.2014.2359176
  13. Dynamic Traffic Feedback Data Enabled Energy Management in Plug-in Hybrid Electric Vehicles
    C. Sun, S. J. Moura, X. Hu, J. K. Hedrick, and F. Sun
    IEEE Transactions on Control System Technology, May 2015
    DOI: 10.1109/TCST.2014.2361294
  14. Enhanced Performance of Li-ion Batteries via Modified Reference Governors & Electrochemical Models
    H. E. Perez, N. Shahmohammadhamedani, S. J. Moura
    IEEE/ASME Transactions on Mechatronics, Aug 2015
    DOI: 10.1109/TMECH.2014.2379695
  15. Quantifying EV Battery End-of-Life through Analysis of Travel Needs with Vehicle Powertrain Models
    S. Saxena, C. Le Floch, J. MacDonald, S. J. Moura
    Journal of Power Sources, May 2015
    DOI: 10.1016/j.jpowsour.2015.01.072
  16. Charging Ahead on the Transition to Electric Vehicles with Standard 120 V Wall Outlets
    S. Saxena, J. MacDonald, S. J. Moura
    Applied Energy, June 2015
    DOI: 10.1016/j.apenergy.2015.05.005
  17. PDE-based Modeling, Control, and Stability Analysis of Heterogeneous Thermostatically Controlled Load Populations
    A Ghaffari, S. J. Moura, M. Krstic
    ASME Journal of Dynamic Systems, Measurement, and Control, Jul 2015
    DOI: 10.1115/1.4030817
  18. Gated Ensemble Learning Method for Demand-Side Electricity Load Forecasting
    E. Burger, S. J. Moura
    Energy and Buildings, Dec 2015
    DOI: 10.1016/j.enbuild.2015.10.019
  19. Integrated Optimization of Battery Sizing, Charging, and Power Management in Plug-in Hybrid Electric Vehicles
    X. Hu, N. Murgovski, B. Egardt, S. J. Moura, D. Cao
    IEEE Transactions on Control Systems Technology, May 2016
    DOI: 10.1109/TCST.2015.2476799
  20. Optimal Charging of Electric Vehicles for Load Shaping: a Dual Splitting Framework with Explicit Convergence Bounds
    C. Le Floch, F. Belletti, S. J. Moura
    IEEE Transactions on Transportation Electrification, Jun 2016
    DOI: 10.1109/TTE.2016.2531025
  21. Nonlinear Predictive Energy Management of Residential Buildings with Photovoltaics & Batteries
    C. Sun, F. Sun, S. J. Moura
    Journal of Power Sources, Sep 2016
    DOI: 10.1016/j.jpowsour.2016.06.076
  22. Stochastic Control of Smart Home Energy Management with PEV Energy Storage and Photovoltaic Array
    X Wu, X. Hu, S. J. Moura, X. Yin
    Journal of Power Sources, Nov 2016
    DOI: 10.1016/j.jpowsour.2016.09.157
  23. Recursive Parameter Estimation of Thermostatically Controlled Loads via Unscented Kalman Filter
    E. Burger, S. J. Moura
    Sustainable Energy, Grids and Networks, Dec 2016
    DOI: 10.1016/j.segan.2016.09.001
  24. State of Charge Estimation for Lithium-Ion Batteries Based on a Nonlinear Fractional Model
    B. Wang, Z. Liu, S. Li, S J. Moura, H. Peng
    IEEE Transactions on Control System Technology, Jan 2017
    DOI: 10.1109/TCST.2016.2557221
  25. Battery State Estimation for a Single Particle Model with Electrolyte Dynamics
    S. J. Moura, F. Bribiesca Argomedo, R. Klein, A. Mirtabatabaei, M. Krstic
    IEEE Transactions on Control System Technology, Mar 2017
    DOI: 10.1109/TCST.2016.2571663
  26. Generation Following with Thermostatically Controlled Loads via Alternating Direction Method of Multipliers Sharing Algorithm
    E. Burger and S. J. Moura
    Electric Power Systems Research, Mar 2017
    DOI: 10.1016/j.epsr.2016.12.001
  27. Optimal Charging of Li-Ion Batteries via a Single Particle Model with Electrolyte and Thermal Dynamics
    H. E. Perez, S. Dey, X. Hu, S. J. Moura
    Journal of The Electrochemical Society, June 2017
    DOI: 10.1149/2.1301707jes
  28. Optimal Charging of Li-Ion Batteries with Coupled Electro-Thermal-Aging Dynamics
    H. E. Perez, X. Hu, S. Dey, S. J. Moura
    IEEE Transactions on Vehicular Technology, Sep 2017
    DOI: 10.1109/TVT.2017.2676044
  29. PDE Modeling and Control of Electric Vehicle Fleets for Ancillary Services: A Discrete Charging Case
    C. Le Floch, E. C. Kara, S. J. Moura
    IEEE Transactions on Smart Grid, March 2018
    DOI: 10.1109/TSG.2016.2556643
  30. Stochastic Optimal Energy Management of Smart Home with PEV Energy Storage
    X Wu, S. J. Moura, X. Hu, X. Yin
    IEEE Transactions on Smart Grid, May 2018
    DOI: 10.1109/TSG.2016.2606442
  31. Optimal Experimental Design for Parameterization of an Electrochemical Lithium-ion Battery Model
    S. Park, D. Kato, Z. Gima, R. Klein, S. J. Moura
    Journal of the Electrochemical Society, May 2018
    DOI: 10.1149/2.0421807jes
  32. A Second Order Cone Programming Model for PEV Fast-Charging Station Planning
    H. Zhang, S. J. Moura, Z. Hu, W. Qi, Y. Song
    IEEE Transactions on Power Systems, May 2018
    DOI: 10.1109/TPWRS.2017.2754940
  33. Planning for Electric Vehicle Needs by Coupling Charging Profiles with Urban Mobility
    Y. Xu, S. Colak, E. C. Kara, S. J. Moura, M. Gonzalez
    Nature Energy, June 2018
    DOI: 10.1038/s41560-018-0136-x
  34. PEV Fast-Charging Station Siting and Sizing on Coupled Transportation and Power Networks
    H. Zhang, S. J. Moura, Z. Hu, Y. Song
    IEEE Transactions on Smart Grid, July 2018
    DOI: 10.1109/TSG.2016.2614939
  35. Joint Planning of PEV Fast-Charging Network and Distributed PV Generation Using the Accelerated Generalized Benders Decomposition
    H. Zhang, S. J. Moura, Z. Hu, W. Qi, Y. Song
    IEEE Transactions on Transportation Electrification, Sept 2018
    DOI: 10.1109/TTE.2018.2847244
  36. Efficient thermal management of Li-ion batteries with a passive interfacial thermal regulator based on shape memory alloy
    M. Hao, J. Li, S. Park, S. J. Moura, C. Dames
    Nature Energy, Oct 2018
    DOI: 10.1038/s41560-018-0243-8
    Nature Energy News & Views highlight: Regulating Hot & Cold
  37. Battery Thermal Fault Diagnostics: Algorithm, Analysis, and Experiments
    S. Dey, H. E. Perez, S. J. Moura
    IEEE Transactions on Control Systems Technology, Mar 2019
    DOI: 10.1109/TCST.2017.2776218
  38. Power management system for a fuel cell/battery hybrid vehicle incorporating fuel cell and battery degradation
    Y. Wang, S. Advani, A Prasad, S. J. Moura
    International Journal of Hydrogen Energy, Mar 2019
    DOI: 10.1016/j.ijhydene.2019.02.003
  39. Plug-and-Play Model Predictive Control for Load Shaping and Voltage Control in Smart Grids
    C. Le Floch, S. Bansal, C. Tomlin, S. J. Moura, M. Zeilinger
    IEEE Transactions on Smart Grid, May 2019
    DOI: 10.1109/TSG.2017.2655461
  40. Data-driven Chance-constrained Regulation Capacity Offering for Distributed Energy Resources
    H. Zhang, Z. Hu, E. Munsing, S. J. Moura, Y. Song
    IEEE Transactions on Smart Grid, May 2019
    DOI: 10.1109/TSG.2018.2809046
  41. Real-Time Capacity Estimation of Lithium-Ion Batteries Utilizing Thermal Dynamics
    D. Zhang, S. Dey, H. E. Perez, S. J. Moura
    IEEE Transactions on Control Systems Technology, to appear
    DOI: 10.1109/TCST.2018.2885681
  42. Battery Adaptive Observer for a Single Particle Model with Intercalation-Induced Stress
    D. Zhang, S. Dey, L. Couto, S. J. Moura
    IEEE Transactions on Control Systems Technology, to appear
    DOI: 10.1109/TCST.2019.2910797
  43. Optimizing dynamics of integrated food-energy-water systems under the risk of climate change
    M. Memarzadeh, S. J. Moura, A. Horvath
    Environmental Research Letters, to appear
    DOI: 10.1088/1748-9326/ab2104
  44. Optimization of powerplant component size on board a fuel cell/battery hybrid bus for fuel economy and system durability
    Y. Wang, S. J. Moura, S. Advani, A Prasad
    International Journal of Hydrogen Energy
    DOI: 10.1016/j.ijhydene.2019.05.160
  45. Robust Fault Diagnosis of a Class of Uncertain Parabolic PDEs
    S. Dey, H. E. Perez, S. J. Moura
    Automatica, to appear
  46. Robust Eco-Driving Control of Autonomous Vehicles Connected to Traffic Lights
    C. Sun, J. Guanetti, F. Borrelli, S. J. Moura
    in review
  47. Robust Fault Detection of the Wave Equations with Threshold-based Approach
    S. Dey, S. J. Moura
    in review
  48. Forecast-Based Hierarchical Control Structure for Spatiotemporally Varying Systems: A Case Study in Airborne Wind Energy
    A. Bafandeh, C. Vermillion, L. Dunn, S. J. Moura
    in review
  49. Joint Fleet Sizing and Charging System Plannng for Autonomous Electric Vehicles
    H. Zhang, C. J. R. Sheppard, T. E. Lipman, S. J. Moura
    in review
  50. Charging Infrastructure Demands of Shared-Use Autonomous Electric Vehicles in Urban Areas
    H. Zhang, C. Sheppard, T. Lipman, T. Zeng, S. J. Moura
    in review
Conferences
  1. A Stochastic Optimal Control Approach for Power Management in Plug-in Hybrid Electric Vehicles
    S. J. Moura, H. K. Fathy, D. S. Callaway, and J. L. Stein
    2008 ASME Dynamic Systems and Control Conference; Ann Arbor, MI
  2. Impact of Battery Sizing on Stochastic Optimal Power Management in Plug-in Hybrid Electric Vehicles
    S. J. Moura, D. S. Callaway, H. K. Fathy, and J. L. Stein
    2008 IEEE International Conference on Vehicular Electronics and Safety; Columbus, OH
  3. Air-Flow Control in Fuel Cell Systems: An Extremum Seeking Approach
    Y. A. Chang and S. J. Moura
    2009 American Control Conference; St. Louis, MO
  4. Control of Film Growth in Lithium Ion Battery Packs via Switches
    S. J. Moura, J. C. Forman, J. L Stein, H. K. Fathy,
    2009 ASME Dynamic Systems and Control Conference; Hollywood, CA
    Best Student Paper Finalist
  5. Asymptotic Convergence through Lyapunov-Based Switching in Extremum Seeking with Application to Photovoltaic Systems
    S. J. Moura and Y. A. Chang
    2010 American Control Conference; Baltimore, MD
  6. Charge Trajectory Optimization of Plug-in Hybrid Electric Vehicles for Energy Cost Reduction and Battery Life Enhancement
    S. Bashash, S. J. Moura, and H. K. Fathy
    2010 American Control Conference; Baltimore, MD
  7. Education on Vehicle Electrification: Battery Systems, Fuel Cells, and Hydrogen
    S. J. Moura, J. B. Siegel, D. J. Siegel, H. K. Fathy, and A. G. Stefanopoulou
    2010 IEEE Vehicle Power and Propulsion Conference; Lille, France
    Invited paper
  8. Battery Health-Conscious Power Management for Plug-in Hybrid Electric Vehicles via Stochastic Control
    S. J. Moura, J. L. Stein, and H. K. Fathy
    2010 ASME Dynamic Systems and Control Conference; Cambridge, MA
  9. Battery Health-conscious Plug-in Hybrid Electric Vehicle Power Demand Prediction
    S. Bashash, S. J. Moura, and H. K. Fathy
    2010 ASME Dynamic Systems and Control Conference; Cambridge, MA
  10. Optimal Boundary Control & Estimation of Diffusion-Reaction PDEs
    S. J. Moura, J. L. Stein, and H. K. Fathy
    2011 American Control Conference; San Francisco, CA
    Best Student Paper Finalist
  11. Genetic Parameter Identification of the Doyle-Fuller-Newman Model From Experimental Cycling of a Li-ion LiFePO4 Battery
    J. C. Forman, S. J. Moura, J. L. Stein, and H. K. Fathy
    2011 American Control Conference; San Francisco, CA
  12. PDE Estimation Techniques for Advanced Battery Management Systems - Part I: SOC Estimation
    S. J. Moura, N. A. Chaturvedi, and M. Krstic
    2012 American Control Conference; Montreal, Canada
    Invited paper
  13. PDE Estimation Techniques for Advanced Battery Management Systems - Part II: SOH Identification
    S. J. Moura, N. A. Chaturvedi, and M. Krstic
    2012 American Control Conference; Montreal, Canada
    Invited paper
  14. Adaptive PDE Observer for Battery SOC/SOH Estimation
    S. J. Moura, N. A. Chaturvedi, and M. Krstic
    2012 ASME Dynamic Systems and Control Conference; Ft. Lauderdale, FL
    Featured Semi-Plenary Talk
  15. Optimal Experimental Design for Modeling Battery Degradation
    J. C. Forman, S. J. Moura, J. L. Stein, and H. K. Fathy
    2012 ASME Dynamic Systems and Control Conference; Ft. Lauderdale, FL
  16. Optimal Sensor Placement for Spatio-Temporal Temperature Estimation in Large Battery Packs
    P. Wolf, S. J. Moura, and M. Krstic
    2012 IEEE Conference on Decision and Control; Maui, MI
    Invited paper
  17. Constraint Management in Li-ion Batteries: A Modified Reference Governor Approach
    S. J. Moura, N. A. Chauturvedi, and M. Krstic,
    2013 American Control Conference; Washington, DC
    Invited paper
  18. Modeling Heterogeneous Populations of Thermostatically Controlled Loads using Diffusion-Advection PDEs
    S. J. Moura, V. Ruiz, and J. Bendsten,
    2013 ASME Dynamic Systems and Control Conference; Stanford, CA
    Invited paper
  19. Observer Design for Boundary Coupled PDEs: Application to Thermostatically Controlled Loads in Smart Grids
    S. J. Moura, J. Bendsten, and V. Ruiz
    2013 IEEE Conference on Decision and Control; Florence, Italy
    Invited paper
  20. Comparison of Velocity Forecasting Strategies for Predictive Control in HEVs
    C. Sun, X. Hu, S. J. Moura, F. Sun
    2014 ASME Dynamic Systems and Control Conference
  21. Analytic Modeling and Integral Control of Heterogeneous Thermostatically Controlled Load Populations
    A. Ghaffari, S. J. Moura, M. Krstic
    2014 ASME Dynamic Systems and Control Conference
  22. Sensitivity-Based Interval PDE Observer for Battery SOC Estimation
    H. E. Perez, S. J. Moura
    2015 American Control Conference
    2015 ACC Best Student Paper | O. Hugo Schuck Best Paper
  23. Optimal Charging of Vehicle-to-Grid Fleets via PDE Aggregation Techniques
    C. Le Floch, F. Di Meglio, S. J. Moura
    2015 American Control Conference
  24. Integrating Traffic Velocity Data into Predictive Energy Management of Plug-in Hybrid Electric Vehicles
    C. Sun, F. Sun, X. Hu, S. J. Moura
    2015 American Control Conference
  25. Data Enabled Predictive Energy Management of a PV-Battery Smart Home Nanogrid
    C. Sun, F. Sun, S. J. Moura
    2015 American Control Conference
  26. Battery Charge Control with an Electro-Thermal-Aging Coupling
    X. Hu, H. Perez, S. J. Moura
    2015 ASME Dynamic Systems and Control Conference
    2015 DSCC Energy Systems Best Paper
  27. Privacy-preserving dual splitting distributed optimization with Application to load flattening in California
    F. Belletti, C. Le Floch, S. J. Moura, A. Bayen
    54th IEEE Conference on Decision and Control
  28. Distributed Optimal Charging of Electric Vehicles for Demand Response and Load Shaping
    C. Le Floch, F. Belletti, S. Saxena, A. Bayen, S. J. Moura
    54th IEEE Conference on Decision and Control
  29. Estimation and Control of Battery Electrochemistry Models: A Tutorial
    S. J. Moura
    54th IEEE Conference on Decision and Control
  30. Optimal Charging of Batteries via a Single Particle Model with Electrolyte and Thermal Dynamics
    H. Perez, X. Hu, S. J. Moura
    2016 American Control Conference
  31. Coordination of V2G and Distributed Wind Power Using the Storage-like Aggregate PEV Model
    H. Zhang, Z. Hu, S. J. Moura, Y. Song
    2016 IEEE PES Innovative Smart Grid Technologies Conference
  32. State Estimation for an Electrochemical Model of Multiple-Material Lithium-Ion Batteries
    L. Camacho, M. Krstic, R. Klein, A. Mirtabatabaei, S. J. Moura
    2016 ASME Dynamic Systems and Control Conference
  33. Minimizing Cost Uncertainty with a New Methodology for Use In Policy Making: China's Electricity Pathways
    A.-P. Avrin, S. J. Moura, D. M. Kammen
    2016 IEEE/PES Asia-Pacific Power & Energy Engineering Conference
    APPEEC Best Student Paper Award
  34. Optimal Component Sizing for Passive Energy Management in a Two-Reservoir Energy Harvesting Systems
    E. Munsing, M. Cowell, S. J. Moura, P. Wright
    PowerMEMS 2016
  35. Thermal Fault Diagnostics in Lithium-ion Batteries based on a Distributed Parameter Thermal Model
    S. Dey, H. E. Perez, S. J. Moura
    2017 American Control Conference
  36. Hybrid Electrochemical Modeling with Recurrent Neural Networks for Li-ion Batteries
    S. Park, D. Zhang, S. J. Moura
    2017 American Control Conference
  37. Remaining Useful Life Estimation of Lithium-Ion Batteries based on Thermal Dynamics
    D. Zhang, S. Dey, H. E. Perez, S. J. Moura
    2017 American Control Conference
  38. Joint PEV Charging Station and Distributed PV Generation Planning
    H. Zhang, S. J. Moura, Z. Hu, W. Qi, Y. Song
    2017 IEEE PES General Meeting
  39. Blockchains for Decentralized Optimization of Energy Resources in Microgrid Networks
    E. Munsing, J. Mather, S. J. Moura
    IEEE Conference on Control Technology and Applications
  40. Stochastic Day Ahead Load Scheduling for Aggregated Distributed Energy Resources
    B. Travacca, S. Bae, J. Wu, S. J. Moura
    IEEE Conference on Control Technology and Applications
  41. ARX Model of a Residential Heating System with Backpropagation Parameter Estimation Algorithm
    E. Burger, S. J. Moura
    2017 ASME Dynamic Systems and Control Conference
  42. A Stochastic Approach to the Convex Optimization of Non-Convex Discrete Energy Systems
    E. Burger, S. J. Moura
    2017 ASME Dynamic Systems and Control Conference
  43. Optimal Dispatch Model for District Heating Network based on Interior-Point Method
    X. Shen, S. J. Moura, Q. Guo, H. Sun
    IEEE Conference on Energy Internet and Energy System Integration
  44. Lithium-Ion Battery State Estimation for a Single Particle Model with Intercalation-Induced Stress
    D. Zhang, S. Dey, S. J. Moura
    2018 American Control Conference
    Energy Systems Best Paper Finalist
  45. Robust Optimal Eco-driving Control with Uncertain Traffic Signal Timing
    C. Sun, S. J. Moura
    2018 American Control Conference
  46. System Analysis and Optimization of Human-Actuated Dynamical Systems
    S. Bae, S. M. Han, S. J. Moura
    2018 American Control Conference
  47. Optimal Input Design for Parameter Identification in an Electrochemical Li-ion Battery Model
    S. Park, D. Kato, Z. Gima, R. Klein, S. J. Moura
    2018 American Control Conference
    ACC Best Student Paper Finalist
  48. Robustness of Boundary Observers for Radial Diffusion Equations to Parameter Uncertainty
    L. Camacho-Solorio, S. J. Moura, M. Krstic
    2018 American Control Conference
  49. Robust Fault Diagnosis of Uncertain One-dimensional Wave Equations
    S. Dey, S. J. Moura
    57th IEEE Conference on Decision and Control
  50. Dual Hopfield Method for Large-Scale Mixed-Integer Programming
    B. Travacca, S. J. Moura
    57th IEEE Conference on Decision and Control
  51. Modeling and Control of Human Actuated Systems
    S. Bae, S. M. Han, S. J. Moura
    2nd IFAC Conference on Cyber-Physical & Human-Systems
Articles in Non-Archival Magazines, Journals, or Online Repositories
  1. Better Batteries through Electrochemistry and Controls
    S. J. Moura and H. Perez
    ASME Dynamic Systems and Control Magazine
  2. Optimal Routing and Charging of Electric Ride-Pooling Vehicles in Urban Networks
    L. Nicolas, S. J. Moura
    Internship Report, École Polytechnique
    eScholarship: http://escholarship.org/uc/item/4m5369gs
  3. Cybersecurity in Distributed and Fully-Decentralized Optimization: Distortions, Noise Injection, and ADMM
    E. Munsing, S. J. Moura
    arXiv Optimization and Control (math.OC)
    arXiv: https://arxiv.org/abs/1805.11194
Dissertations and Theses
  1. Plug-in Hybrid Electric Vehicle Power Management: Optimal Control and Battery Sizing
    S. J. Moura
    M.S.E. Thesis, Dept. of Mechanical Engineering, University of Michigan
  2. Techniques for Battery Health Conscious Power Management via Electrochemical Modeling and Optimal Control
    S. J. Moura
    Ph.D. Dissertation, Dept. of Mechanical Engineering, University of Michigan
  3. Model Based Optimal Control, Estimation, and Validation of Lithium-Ion Batteries
    H. E. Perez
    Ph.D. Dissertation, Dept. of Civil & Environmental Engineering, University of California, Berkeley
  4. Building Energy Modeling and Control Methods for Optimization and Renewables Integration
    E. M. Burger
    Ph.D. Dissertation, Dept. of Civil & Environmental Engineering, University of California, Berkeley
  5. Methods for Optimal Charging of Large Fleets of Electric Vehicles
    C. Le Floch
    Ph.D. Dissertation, Dept. of Civil & Environmental Engineering, University of California, Berkeley
  6. Optimization Tools for Constrained Energy Markets
    E. Munsing
    Ph.D. Dissertation, Dept. of Civil & Environmental Engineering, University of California, Berkeley
Invited Talks
Date Title Location
Jan 2016 Energy and Controls: Case Studies in Batteries, Buildings, and Flexible Loads ENE100 | Tsinghua Berkeley Shenzhen Institute
Dec 2015 Estimation and Control of Battery Electrochemistry Models: A Tutorial 54th IEEE Conference on Decision and Control | Osaka, Japan
Oct 2015 Data, Controls, and Optimization: Studies in Building Energy Management Center for the Built Environment | UC Berkeley
Sep 2015 Integrating a Cyber Infrastructure with Physical Processes Developing Intelligent Food, Energy, and Water Systems (DIFEWS) Workshop | UC Berkeley
Mar 2015 Smarter Cars, Homes, and Grids: Case Studies in Optimal Energy Management PowerSave Campus Series | UC Berkeley
Mar 2015 Smarter Cars, Homes, and Grids: Case Studies in Optimal Energy Management Energy Technologies Area | Lawrence Berkeley National Lab
Mar 2015 Smarter Cars, Homes, and Grids: Case Studies in Optimal Energy Management Energy Resources Group Colloquium | UC Berkeley
Nov 2014 Smarter Cars, Homes, and Grids: Case Studies in Optimal Energy Management Energy Engineering Freshman Seminar | UC Berkeley
Jun 2014 Enhanced Performance in Li-ion Batteries via Modified Reference Governors American Control Conference Tutorial Session on Reference Governors | Portland, OR
May 2014 Demand-Side Management of Flexible Loads: Modeling, Estimation, and Controls with PDEs Los Alamost National Laboratory
May 2014 Buildings & Cars as Power Plants? Aggregating Flexible Loads in the Smart Grid Cymer | San Diego, CA
Apr 2014 Modeling, Estimation, and Control in Energy Systems: Batteries & Demand Response NEC Laboratories North America | Cupertino, CA
Apr 2014 Buildings & Cars as Power Plants? Aggregating Flexible Loads for Demand-side Management Civil & Environmental Engineering Advisory Committee | UC Berkeley
Dec 2013 Modeling, Estimation, and Control in Energy Systems: Batteries & Demand Response Environmental Energy Technologies Division | Lawrence Berkeley National Lab
Nov 2013 Electrified Vehicle Energy Management: Solutions and Opportunities i4Energy Research Exchange | UC Berkeley
Sep 2013 Hybrid Electric Vehicle Energy Management: Harder, Better, Faster, Stronger Institute of Transportation Studies | UC Berkeley
Aug 2013 Modeling and Estimation of Demand Responsive Loads Zhejiang University | Hangzhou, China
Aug 2013 Modeling and Estimation of Demand Responsive Loads International Workshop on Smart City | Hangzhou, China
Aug 2013 Hybrid Electric Vehicle Energy Management: Solutions and Opportunities New Energy Vehicle Dynamic System and Control Workshop | Beijing, China
May 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry Chalmers University of Technology | Gothenburg, Sweden
May 2013 Estimation of Distributed Parameter Systems with Applications to Building Energy and Vehicle Electrification Aalborg University | Aalborg, Denmark
May 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry MINES ParisTech | Paris, France
Mar 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry Carnegie Mellon University
Feb 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry University of Michigan
Feb 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry UC Davis
Feb 2013 Estimation of Distributed Parameter Systems with Applications to Building Energy and Vehicle Electrification UC Berkeley
Jan 2013 Adaptive Estimation and Control of Models for Battery Electrochemistry UC Santa Barbara
Jan 2013 Recent Advances in Controls Research for Smart Energy Systems Nest Labs | Palo Alto, CA
Nov 2012 Unleashing Batteries: Advanced Estimation and Control via Electrochemical Models Ohio State University
Nov 2012 Adaptive Estimation and Control of Models for Battery Electrochemistry UCLA
Oct 2012 Adaptive Estimation and Control of Models for Battery Electrochemistry ASME Dynamic Systems and Control Conference Semi-Plenary | Ft. Lauderdale, FL
Oct 2012 Adaptive Estimation and Control of Models for Battery Electrochemistry UC San Diego
Apr 2012 PDE Estimation and Optimal Control for Electrochemical Model-based Battery Management Systems University of Washington
Mar 2012 Unleashing Batteries: Control Theoretic Solutions for Battery Management Systems Princeton University
Jan 2012 Control & Estimation of Electrochemical Model-based Battery Management Systems Bosch LLC, Research and Technology Center | Palo Alto, CA
Mar 2011 Battery Health Conscious Power Management in Plug-in Hybrid Electric Vehicles via Electrochemical Modeling & Stochastic Control Tesla Motors | Palo Alto, CA
Feb 2011 Optimal Control of Lithium-ion Battery Energy Storage Systems University of Illinois, Urbana-Champaign
Jan 2011 Optimal Control of Lithium-ion Battery Energy Storage Systems California Institute of Technology
Dec 2010 Optimal Control of Lithium-ion Battery Energy Storage Systems Ford Motor Company | Dearborn, MI
Dec 2010 Optimal Control of Lithium-ion Battery Energy Storage Systems Colorado State University
Nov 2010 Optimal Control of Lithium-ion Battery Energy Storage Systems Syracuse University