Publications

Book Chapters and Magazine Articles (*Senior Author, 鈥 Student/Intern, 鈥 Postdoc):

  • Yifu Wu, Jin Wei, Bri-Mathias Hodge: 鈥淭owards an Adaptive and Attack-Resilient Communication Infrastructures for Smart Grids鈥, in: Security of Cyber-Physical Systems, H. Karimipoureh, P. Srikantha, H. Farag, J. Wei-Kocsis (Eds.), Springer, 2020.
  • Yingchen Zhang, Rui Yang, Jie Zhang, Yang Weng, Bri-Mathias Hodge: 鈥淧redictive Analytics for Comprehensive Energy Systems State Estimation鈥, in: Big Data Application in Power Systems, R. Arghandeh, Y. Zhou (Eds.), Elsevier, 2018.
  • Benjamin Kroposki, Brian Johnson, Yingchen Zhang, Vahan Gevorgian, Paul Deholm, Bri- Mathias Hodge, Bryan Hannegan: 鈥淎chieving 100% Renewable Grids 鈥 Operating Electric Power Systems with Extremely High Levels of Variable Renewable Energy鈥, IEEE Power & Energy Magazine, Vol. 15, Issue 2, March/April 2017.
  • Brady Stoll, Rishabh Jain鈥, Carlo Brancucci Martinez-Anido, Eduardo Ibanez, Anthony Florita, Bri-Mathias Hodge*: 鈥淩eserve Estimation in Renewable Integration Studies鈥, in: Integration of Large Scale Renewable Energy into Bulk Power System: From Planning to Operation, P. Du, A. Tuohy (Eds.), Springer, 2017
  • Jason Ganley, Jie Zhang鈥, Bri-Mathias Hodge*: 鈥淲ind Energy鈥, in: Alternative Energy Sources and Technologies: Process Design and Operations, M. Martin (Ed.), Springer, 2016.
  • Bri-Mathias Hodge, Erik Ela, Paul Denholm: 鈥淚ntegration of Renewable Generation鈥, in: Encyclopedia of Sustainability Science and Technology, R. Meyers (Ed.), Springer, 2012.

Journal Publications (*Senior Author, 鈥 Student/Intern, 鈥 Postdoc):

2026

  • Sajadi, A., Za'ter, M.E., Vabson, M., Baker, K., and Hodge, B.M. "Power Grid Infrastructure for AI Data Centers." arXiv Preprint, 2026.
  • Za'ter, M.E. and Hodge, B.M. "Empirical Assessment of Time-Series Foundation Models for Power System Forecasting Applications." arXiv Preprint, 2026.
  • Za'ter, M.E., Van Boven, A., Hodge, B.M., and Baker, K. "A Multi-Stage Warm-Start Deep Learning Framework for Unit Commitment." arXiv Preprint, 2026.
  • Majeau, F., Lara, J.D., Corona, E., and Hodge, B.M. "DAE Index Reduction for Electromagnetic Transient Models." arXiv Preprint, 2026.
  • Sajadi, A., Mather, B., and Hodge, B.M. "Synchronous Condensers: Enhancing Stability in Power Systems with Grid-Following Inverters." arXiv Preprint, 2026.
  • Alabdulrazzaq, B. and Hodge, B.M. "Selective State-Space Models for Koopman-Based Data-Driven Distribution System State Estimation." arXiv Preprint, 2026.
  • Bossart, M. and Hodge, B.M. "Differentiable Programming for Transient Power System Simulations." International Journal of Electrical Power & Energy Systems, 2026.
  • Vabson, M., Za'ter, M.E., Sajadi, A., Baker, K., and Hodge, B.M. "Optimal County-Level Siting of Data Centers in the United States." arXiv Preprint, 2026.
  • Baughman, M., Trujillo, M., Hodge, B.M., and Jensen, E. "Implications of Grid-Forming Inverter Parameters on Disturbance Localization and Controllability." arXiv Preprint, 2026.
  • Trujillo, M., Sajadi, A., Shaw, J., and Hodge, B.M. "Analytical Models of Frequency and Voltage in Large-Scale All-Inverter Power Systems." IEEE Transactions on Power Systems, 2026.

2025

  • Za'ter, M.E., Sajadi, A., and Hodge, B.M. "Leveraging Multi-Task Learning for Multi-Label Power System Security Assessment." International Journal of Electrical Power & Energy Systems, 2025.
  • Za'ter, M.E. and Hodge, B.M. "Learning a Generalized Model for Substation Level Voltage Estimation in Distribution Networks." arXiv Preprint, 2025.
  • Za'ter, M.E., Hodge, B.M., and Baker, K. "Residual Correction Models for AC Optimal Power Flow Using DC Optimal Power Flow Solutions." arXiv Preprint, 2025.
  • Trujillo, M., Sajadi, A., Shaw, J., and Hodge, B.M. "Computationally Efficient Analytical Models of Frequency and Voltage in Low-Inertia Systems." arXiv Preprint, 2025.
  • Bossart, M., Lara, J.D., Roberts, C., et al. "Acceleration of Power System Dynamic Simulations Using a Deep Equilibrium Layer and Neural ODE Surrogate." IEEE Transactions on Energy Conversion, 2025.
  • Trujillo, M., Sajadi, A., and Hodge, B.M. "An Aggregate Model for Frequency Response in All-Inverter Power Systems." IEEE Kansas Power and Energy Conference (KPEC), 2025.
  • Walth, M.S., Sajadi, A., Carbone, M.A., and Hodge, B.M. "Lunar Power Grid: Network Structure and Spontaneous Synchronization." IEEE Access, 2025.
  • Guerra, O.J., Dalvi, S., Thatte, A., et al. "Towards Robust and Scalable Dispatch Modeling of Long-Duration Energy Storage." Renewable and Sustainable Energy Reviews, 2025.

2024

  • Hamann, H.F., Gjorgiev, B., Brunschwiler, T., et al. "Foundation Models for the Electric Power Grid." Joule, 2024.
  • Kenyon, R.W., Sajadi, A., and Hodge, B.M. "Autonomous Grid-Forming Inverter Exponential Droop Control for Improved Frequency Stability." arXiv Preprint, 2024.
  • Sauter, A.J., Lara, J.D., Turk, J., Milford, J., and Hodge, B.M. "Power System Operational Impacts of Electric Vehicle Dynamic Wireless Charging." Applied Energy, 2024.
  • Almajed, H.M., Kas, R., Brimley, P., et al. "Closing the Loop: Unexamined Performance Trade-Offs of Integrating Direct Air Capture with (Bi)Carbonate Electrolysis." ACS Energy Letters, 2024.
  • Walth, M., Sajadi, A., and Hodge, B.M. "Synchronization in Modern Heterogeneous Power Networks with Inverter-Based Resources." arXiv Preprint, 2024.
  • Sajadi, A. and Hodge, B.M. "Plane Wave Dynamic Model of Electric Power Networks with High Shares of Inverter-Based Resources." arXiv Preprint, 2024.

2023

  • Sajadi, A., Hodge, B.M., Carbone, M., et al. "Introduction to the Special Section on Control and Management of Electric Power Systems with High Shares of Inverter-Based Resources." IEEE Systems Journal, 2023.
  • Markovi膰, M. and Hodge, B.M. "Model-Free Probabilistic Forecasting of Nodal Voltages in Distribution Systems." IEEE PES General Meeting, 2023.
  • Markovi膰, M., Bossart, M., and Hodge, B.M. "Machine Learning for Modern Power Distribution Systems: Progress and Perspectives." Journal of Renewable and Sustainable Energy, 2023.
  • Kenyon, R.W., Sajadi, A., Bossart, M., Hoke, A., and Hodge, B.M. "Interactive Power-to-Frequency Dynamics Between Grid-Forming Inverters and Synchronous Generators." IEEE Systems Journal, 2023.
  • Sajadi, A., Ra帽ola, J.A., Kenyon, R.W., Hodge, B.M., and Mather, B. "Dynamics and Stability of Power Systems with High Shares of Grid-Following Inverter-Based Resources: A Tutorial." IEEE Access, 2023.
  • Kenyon, R.W., Sajadi, A., Hoke, A., and Hodge, B.M. "Criticality of Inverter Controller Order in Power System Dynamic Studies: Maui Island Case Study." Electric Power Systems Research, 2023.

2022

  • Markovi膰, M. and Hodge, B.M. "Parameterized Linear Power Flow for High-Fidelity Voltage Solutions in Distribution Systems." IEEE Transactions on Power Systems, 2022.
  • Kenyon, R.W., Sajadi, A., Hoke, A., and Hodge, B.M. "Using a Grid-Forming Inverter to Stabilize a Low-Inertia Power System: Maui Hawaiian Island." IEEE PES ISGT Europe, 2022.
  • Sajadi, A., Ranola, J.P., Kenyon, R.W., Hodge, B.M., and Mather, B. "Electric Power Industry Challenges Due to Increasing Shares of Inverter-Based Resources in Power Systems." IEEE PES ISGT Europe, 2022.
  • Sajadi, A., Kenyon, R.W., and Hodge, B.M. "Synchronization in Electric Power Networks with Inherent Heterogeneity up to 100% Inverter-Based Renewable Generation." Nature Communications, 2022.
  • Julien, S.A., Sajadi, A., and Hodge, B.M. "Hierarchical Control of Utility-Scale Solar PV Plants for Mitigation of Generation Variability and Ancillary Service Provision." IEEE Transactions on Sustainable Energy, 2022.

2021

  • Zhang, J., Prabakar, K., Hasandka, A., et al. "Power and Communications Hardware-In-the-Loop CPS Architecture and Platform for DER Monitoring and Control Applications." IEEE International Conference on Communications, Control, and Computing, 2021.
  • Markovi膰, M., Florita, A., and Hodge, B.M. "Matrix Completion for Improved Observability in Low-Voltage Distribution Grids." IEEE International Conference on Communications, Control, and Computing, 2021.
  • Lara, J.D., Dowson, O., Doubleday, K., Hodge, B.M., and Callaway, D.S. "A Multi-Stage Stochastic Risk Assessment with Markovian Representation of Renewable Power." IEEE Transactions on Sustainable Energy, 2021.
  • Somoza-Tornos, A., Guerra, O.J., Crow, A.M., Smith, W.A., and Hodge, B.M. "Process Modeling, Techno-Economic Assessment, and Life Cycle Assessment of the Electrochemical Reduction of CO鈧: A Review." iScience, 2021.
  • Denholm, P., Arent, D.J., Baldwin, S.F., et al. "The Challenges of Achieving a 100% Renewable Electricity System in the United States." Joule, 2021.
  • van Beuzekom, I., Hodge, B.M., and Slootweg, H. "Framework for Optimization of Long-Term, Multi-Period Investment Planning of Integrated Urban Energy Systems." Applied Energy, 2021.
  • Sajadi, A., Kenyon, R.W., Bossart, M., and Hodge, B.M. "Dynamic Interaction of Grid-Forming and Grid-Following Inverters with Synchronous Generators in Hybrid Power Plants." IEEE Kansas Power and Energy Conference (KPEC), 2021.
  • Kenyon, R.W., Sajadi, A., Hoke, A., and Hodge, B.M. "Open-Source PSCAD Grid-Following and Grid-Forming Inverters and a Benchmark for Zero-Inertia Power System Simulations." IEEE Kansas Power and Energy Conference (KPEC), 2021.
  • Ivemeyer, A., Bossart, M., Kenyon, R.W., Sajadi, A., Hodge, B.M., and Molzahn, D.K. "Assessing the Accuracy of Balanced Power System Models in the Presence of Voltage Unbalance." IEEE Power and Energy Conference at Illinois (PECI), 2021.
  • Sajadi, A., Kenyon, R.W., and Hodge, B.M. "Inherent Synchronization in Electric Power Systems with High Levels of Inverter-Based Generation." arXiv, 2021.
  • Koleva, M., Guerra, O.J., Eichman, J., Hodge, B.M., and Kurtz, J. "Optimal Design of Solar-Driven Electrolytic Hydrogen Production Systems Within Electricity Markets." Journal of Power Sources, 2021.
  • Guerra, O.J., Sergi, B., Craig, M., et al. "Coordinated Operation of Electricity and Natural Gas Systems from Day-Ahead to Real-Time Markets." Journal of Cleaner Production, 2021.
  • Kenyon, R., Maguire, J., Present, E., Christensen, D., and Hodge, B.M. "Bulk Electric Power System Risks from Coordinated Edge Devices." IEEE Open Access Journal of Power and Energy, 2021.
  • Hodge, B., Florita, A., Sharp, J., et al. "The Value of Improved Wind Power Forecasting in the Western Interconnection." Renewable Energy, 2021.
  • Kenyon, R.W., Sajadi, A., and Hodge, B.M. "Grid-Forming Inverters vs. Synchronous Generators: Disparate Power Conversion Systems and the Impacts on Frequency Dynamics." arXiv, 2021.
  • Markovi膰, M., Sajadi, A., Florita, A., Cruickshank, R., and Hodge, B.M. "Voltage Estimation in Low-Voltage Distribution Grids with Distributed Energy Resources." IEEE Transactions on Sustainable Energy, 2021.

2020

  • Kenyon, R.W., Mather, B., and Hodge, B.M. "Coupled Transmission and Distribution Simulations to Assess Distributed Generation Response to Power System Faults." Electric Power Systems Research, 2020.
  • Lara, J.D., Lee, J.T., Callaway, D.S., and Hodge, B.M. "Computational Experiment Design for Operations Model Simulation." Electric Power Systems Research, 2020.
  • Zhang, J., Daily, J., Mast, R.A., et al. "Development of HELICS-Based High-Performance Cyber-Physical Co-Simulation Framework for Distributed Energy Resources Applications." IEEE International Conference on Communications, Control, and Computing, 2020.
  • Losada Carre帽o, I., Craig, M.T., Rossol, M., et al. "Potential Impacts of Climate Change on Wind and Solar Electricity Generation in Texas." Climatic Change, 2020.
  • Emmanuel, M., Doubleday, K., Cakir, B., Markovi膰, M., and Hodge, B.M. "A Review of Power System Planning and Operational Models for Flexibility Assessment in High Solar Energy Penetration Scenarios." Solar Energy, 2020.
  • Kenyon, R.W., Bossart, M., Markovi膰, M., et al. "Stability and Control of Power Systems with High Penetrations of Inverter-Based Resources: An Accessible Review of Current Knowledge and Open Questions." Solar Energy, 2020.
  • Hodge, B.M., Jain, H., Brancucci, C., et al. "Addressing Technical Challenges in 100% Variable Inverter-Based Renewable Energy Power Systems." Wiley Interdisciplinary Reviews: Energy and Environment, 2020.
  • Postigo, F., Mateo, C., G贸mez, T., et al. "Phase-Selection Algorithms to Minimize Cost and Imbalance in US Synthetic Distribution Systems." International Journal of Electrical Power & Energy Systems, 2020.
  • Bossart, M., Kenyon, R.W., Maksimovic, D., and Hodge, B.M. "The Effect of Power Electronic Loads on Western Interconnection Stability." IEEE PES General Meeting, 2020.
  • Feng, C., Sun, M., Zhang, J., Doubleday, K., Hodge, B.M., and Du, P. "A Data-Driven Method for Adaptive Reserve Requirement Estimation via Probabilistic Net Load Forecasting." IEEE PES General Meeting, 2020.
  • Doubleday, K., Hernandez, V., and Hodge, B.M. "Benchmark Probabilistic Solar Forecasts: Characteristics and Recommendations." Solar Energy, 2020.
  • Alam, S.M.S., Florita, A.R., and Hodge, B.M. "Distributed PV Generation Estimation Using Multi-Rate and Event-Driven Kalman Kriging Filter." IET Smart Grid, 2020.
  • Mateo, C., Postigo, F., de Cuadra, F., et al. "Building Large-Scale US Synthetic Electric Distribution System Models." IEEE Transactions on Smart Grid, 2020.
  • Craig, M., Guerra, O.J., Brancucci, C., Pambour, K.A., and Hodge, B.M. "Valuing Intra-Day Coordination of Electric Power and Natural Gas System Operations." Energy Policy, 2020.
  • Doubleday, K., Jascourt, S., Kleiber, W., and Hodge, B.M. "Probabilistic Solar Power Forecasting Using Bayesian Model Averaging." IEEE Transactions on Sustainable Energy, 2020.
  • Li, B., Sedzro, K., Fang, X., Hodge, B.M., and Zhang, J. "A Clustering-Based Scenario Generation Framework for Power Market Simulation with Wind Integration." Journal of Renewable and Sustainable Energy, 2020.
  • Kenyon, R.W., Hoke, A., Tan, J., and Hodge, B.M. "Grid-Following Inverters and Synchronous Condensers: A Grid-Forming Pair?" Clemson University Power Systems Conference, 2020.
  • S枚der, L., T贸masson, E., Estanqueiro, A., et al. "Review of Wind Generation Within Adequacy Calculations and Capacity Markets for Different Power Systems." Renewable and Sustainable Energy Reviews, 2020.
  • Craig, M.T., Jaramillo, P., Hodge, B.M., Nijssen, B., and Brancucci, C. "Compounding Climate Change Impacts During High-Stress Periods for a High Wind and Solar Power System in Texas." Environmental Research Letters, 2020.
  • Guerra, O.J., Zhang, J., Eichman, J., Denholm, P., Kurtz, J., and Hodge, B.M. "The Value of Seasonal Energy Storage Technologies for the Integration of Wind and Solar Power." Energy & Environmental Science, 2020.
  • Miettinen, J., Holttinen, H., and Hodge, B.M. "Simulating Wind Power Forecast Error Distributions for Spatially Aggregated Wind Power Plants." Wind Energy, 2020.
  • Fang, X., Sedzro, K.S., Yuan, H., Ye, H., and Hodge, B.M. "Deliverable Flexible Ramping Products Considering Spatiotemporal Correlation of Wind Generation and Demand Uncertainties." IEEE Transactions on Power Systems, 2020.

听2019

  • Fang, X., Sedzro, K.S., Yuan, H., Ye, H., and Hodge, B.M. "Deliverable Flexible Ramping Products Considering Spatiotemporal Correlation of Wind Generation and Demand Uncertainties." IEEE Transactions on Power Systems, 2019.
  • Hodge, B.M., Doubleday, K., Lara, J.D., and Kleiber, W. "Probabilistic Solar Power Forecasting for Electric Utility Operations." AGU Fall Meeting Abstracts, 2019.
  • Zhen, T., Elgindy, T., Alam, S.M.S., Hodge, B.M., and Laird, C.D. "Optimal Placement of Data Concentrators for Expansion of the Smart Grid Communications Network." IET Smart Grid, 2019.
  • Gardner, J.J., Hodge, B.M.S., and Boyle, N.R. "Multiscale Multiobjective Systems Analysis (MiMoSA): An Advanced Metabolic Modeling Framework for Complex Systems." Scientific Reports, 2019.
  • Guerra, O.J., Koleva, M.N., Eichman, J., Kurtz, J., and Hodge, B.M. "Economic Analysis of Integrated Solar Power, Hydrogen Production, and Electricity Markets." AIChE Annual Meeting, 2019.
  • Guerra, O.J., Eichman, J., Kurtz, J., and Hodge, B.M. "Cost Competitiveness of Electrolytic Hydrogen." Joule, 2019.
  • Helist枚, N., Kiviluoma, J., Holttinen, H., Lara, J.D., and Hodge, B.M. "Including Operational Aspects in the Planning of Power Systems with Large Amounts of Variable Generation: A Review of Modeling Approaches." Wiley Interdisciplinary Reviews: Energy and Environment, 2019.
  • Doubleday, K., Hafiz, F., Parker, A., Elgindy, T., Florita, A., Henze, G., Salvalai, G., et al. "Integrated Distribution System and Urban District Planning with High Renewable Penetrations." Wiley Interdisciplinary Reviews: Energy and Environment, 2019.
  • Cruickshank, R., Henze, G., Balaji, R., Hodge, B.M., and Florita, A. "Quantifying the Opportunity Limits of Automatic Residential Electric Load Shaping." Energies, 2019.
  • Kenyon, R.W., Mather, B.A., and Hodge, B.S. "Assessment of IEEE 1547 Low-Voltage Ride-Through Criteria Impact on Bulk Power System Dynamics Following Transmission Path Fault." National Renewable Energy Laboratory Report, 2019.
  • Fang, X., Craig, M.T., and Hodge, B.M. "Linear Approximation Line Pack Model for Integrated Electricity and Natural Gas Systems OPF." IEEE Power & Energy Society General Meeting (PESGM), 2019.
  • Feng, C., Yang, D., Hodge, B.M., and Zhang, J. "OpenSolar: Promoting the Openness and Accessibility of Diverse Public Solar Datasets." Solar Energy, 2019.
  • Doubleday, K., Parker, A., Hafiz, F., Irwin, B., Hancock, S., Pless, S., and Hodge, B.M. "Toward a Subhourly Net Zero Energy District Design Through Integrated Building and Distribution System Modeling." Journal of Renewable and Sustainable Energy, 2019.
  • Fang, X., Hodge, B.M., Li, F., Du, E., and Kang, C. "Adjustable and Distributionally Robust Chance-Constrained Economic Dispatch Considering Wind Power Uncertainty." Journal of Modern Power Systems and Clean Energy, 2019.
  • Fang, X., Hodge, B.M., Jiang, H., and Zhang, Y. "Decentralized Wind Uncertainty Management: Alternating Direction Method of Multipliers Based Distributionally Robust Chance-Constrained Optimal Power Flow." Applied Energy, 2019.
  • Kumler, A., Losada Carre帽o, I., Craig, M.T., Hodge, B.M., Cole, W., and Brancucci, C. "Inter-Annual Variability of Wind and Solar Electricity Generation and Capacity Values in Texas." Environmental Research Letters, 2019.
  • Feng, C., Sun, M., Cui, M., Chartan, E.K., Hodge, B.M., and Zhang, J. "Characterizing Forecastability of Wind Sites in the United States." Renewable Energy, 2019.
  • Gardner, J., Hodge, B.M., and Boyle, N. "Investigating Nutrient Cycling Mechanisms in a Filamentous Cyanobacterium Using Advanced Multi-Scale Multi-Paradigm Metabolic Models." Abstracts of Papers of the American Chemical Society, 2019.
  • Sun, M., Feng, C., Chartan, E.K., Hodge, B.M., and Zhang, J. "A Two-Step Short-Term Probabilistic Wind Forecasting Methodology Based on Predictive Distribution Optimization." Applied Energy, 2019.
  • Craig, M.T., Losada Carre帽o, I., Rossol, M., Hodge, B.M., and Brancucci, C. "Effects on Power System Operations of Potential Changes in Wind and Solar Generation Potential Under Climate Change." Environmental Research Letters, 2019.
  • Zhang, J., Hasandka, A., Alam, S.M.S., Elgindy, T., Florita, A.R., and Hodge, B.M. "Analysis of Hybrid Smart Grid Communication Network Designs for Distributed Energy Resources Coordination." IEEE Innovative Smart Grid Technologies (ISGT), 2019.
  • Fang, X., Hodge, B.M., Du, E., Kang, C., and Li, F. "Introducing Uncertainty Components in Locational Marginal Prices for Pricing Wind Power and Load Uncertainties." IEEE Transactions on Power Systems, 2019.
  • Holttinen, H., Kiviluoma, J., Levy, T., Jun, L., Eriksen, P.B., Orths, A., Cutululis, N., et al. "Design and Operation of Power Systems with Large Amounts of Wind Power: Final Summary Report, IEA WIND Task 25, Phase Four (2015鈥2017)." VTT Technical Research Centre of Finland, 2019.
  • Sedzro, K.S., Fang, X., and Hodge, B.M. "Analysis of Wind Ramping Product Formulations in a Ramp-Constrained Power Grid." 2019.

2018

  • Xin Fang, Bri-Mathias Hodge*, Fangxing Li, Ershun Du鈥, Chongqing Kang, Fangxing Li: 鈥淢odelling Wind Power Spatial-Temporal Correlation in Multi-Interval Optimal Power Flow: A Sparse Correlation Matrix Approach鈥, Applied Energy
  • Xin Fang, Bri-Mathias Hodge, Linquan Bai, Hantao Cui, Fangxing Li: 鈥淢ean-Variance Optimization-Based Energy Storage Scheduling Considering Day-Ahead and Ral-Time LMP Uncertainties鈥, Accepted for IEEE Power Engineering Letters.
  • Xin Fang, Venkat Krishnan, Bri-Mathias Hodge*: 鈥淪trategic Offering for Wind Power Producers Considering Energy and Flexible Ramping Products鈥, Accepted for Energies.
  • Xinmin Zhang, Yuan Li, Siyuan Lu, Hendrik Hamann, Bri-Mathias Hodge, Brad Lehman: 鈥淎 Solar Time-based Analog Ensemble Method for Regional Solar Power Forecasting鈥, Accepted for IEEE Transactions on Sustainable Energy.
  • Ershun Du鈥, Ning Zhang, Qin Wang, Bri-Mathias Hodge, Chongqing Kang, Benjamin Kroposki: 鈥淭he Role of Concentrating Solar Power Towards High Renewable Energy Penetrated Power Systems鈥, IEEE Transactions on Power Systems, In Press.
  • Xin Fang, Linquan Bai, Fangxing Li, Bri-Mathias Hodge: 鈥淗ybrid Component and Configuration Model for Combined-Cycle Units in the Unit Commitment Problem鈥, Accepted for the Journal of Modern Power Systems and Clean Energy.
  • Mingjian Cui, Venkat Krishnan, Bri-Mathias Hodge, Jie Zhang: 鈥淎 Copula-Based Conditional Probabilistic Forecast Model for Wind Power Ramps鈥, IEEE Transactions on Smart Grid, In Press.
  • Dominik Dominkovi膰鈥, Greg Stark, Bri-Mathias Hodge, Allan Schr酶der Pedersen: 鈥淚ntegrated energy planning with a high share of variable renewable energy sources for a Caribbean island鈥, Energies, Vol. 11, Iss. 9, 2018.
  • Michael Craig, Paulina Jaramillo, Bri-Mathias Hodge, Nathaniel Williams, Edson Severnini: 鈥淎 Retrospective Analysis of the Market Price Response to Distributed Photovoltaic Generation in California鈥, Energy Policy, Vol. 121, 2018.
  • Steven Davis, Nathan Lewis, Matthew Shaner, Sonia Aggarwal, Doug Arent, Ines Azevedo, Sally Benson, Thomas Bradley, Jack Brouwer, Yet-Ming Chiang, Christopher Clack, Armond Cohen, Stephen Doig, Jae Edmonds, Paul Fennell, Christopher Field, Bryan Hannegan, Bri- Mathias Hodge, Martin Hoffert, Eric Ingersoll, Paulina Jaramillo, Klaus Lackner, Katharine Mach, Michael Mastrandrea, Joan Ogden, Per Peterson, Daniel Sanchez, Daniel Sperling, Joseph Stagner, Jessika Trancik, Chi-Jen Yang, Ken Calderia: 鈥淣et-zero emissions energy systems鈥, Science, Vol. 360 Iss. 6396, 2018.
  • Kwabena Pambour, Rostand Sopgwi, Bri-Mathias Hodge, Carlo Brancucci: 鈥淭he value of day- ahead coordination of power and natural gas network operations鈥, Energies, Vol. 11, Iss. 7, 2018.
  • Fei Wang, Kangping Li, Neven Duic, Zengqiang Mi, Bri-Mathias Hodge, Miadreza Shafie- khah, Jo茫o Catal茫o: 鈥淎ssociation rule mining based quantitative analysis approach of household characteristics impacts on residential electricity consumption patterns鈥, Energy Conversion and Management, Vol. 171, 2018.
  • Richard Bryce鈥, Ignacio Losada Carreno鈥, Andrew Kumler, Bri-Mathias Hodge, Billy Roberts, Carlo Brancucci Martinez-Anido: 鈥淐onsequences of Neglecting the Interannual Variability of the Solar Resource: A Case Study of Photovoltaic Power Among the Hawaiian Islands鈥, Solar Energy, Vol. 167, 2018.
  • Ershun Du鈥, Ning Zhang, Bri-Mathias Hodge, Chongqing Kang, Benjamin Kroposki, Qing Xia: 鈥淓conomic justification of concentrating solar power in high renewable energy penetrated power systems鈥, Applied Energy, Vol. 222, 2018.
  • Jianhua Zhang鈥, Adarsh Hasandka鈥, Jin Wei, S M Shafiul Alam鈥, Tarek Elgindy, Anthony Florita, Bri-Mathias Hodge*: 鈥淪imulating Hybrid Communications for Distributed Smart Grid Applications鈥, Energies, Vol. 11, Iss. 4, 2018.
  • Bri-Mathias Hodge*, Carlo Brancucci Martinez-Andio, Qin Wang, Erol Chartan, Anthony Florita, Juha Kiviluoma: 鈥淭he Combined Value of Wind and Solar Power Forecasting Improvements and Electricity Storage鈥, Applied Energy, Vol. 214, 2018.
  • Andrew Clifton, Bri-Mathias Hodge*, Caroline Draxl, Jake Badger, Aron Habte: 鈥淲ind and Solar Resource Data Sets鈥, WIRES Energy and Environment, Vol. 7, Iss. 2, 2018.
  • Michael Craig, Paulina Jaramillo, Bri-Mathias Hodge: 鈥淐arbon Dioxide Emissions Effects of Grid-Scale Electricity Storage in a Decarbonizing Power System鈥, Environmental Research Letters, Vol. 13, No. 1, 2018.
  • Fei Wang, Zhao Zhen, Chun Liu, Zengqian Mi, Bri-Mathias Hodge, Miadreza Shafie-khah, Jo茫o Catal茫o: 鈥淚mage phase shift invariance based cloud motion displacement vector calculation method for ultra-short-term solar PV power forecasting鈥, Energy Conversion and Management, Vol. 157, pp. 123 鈥 135, 2018.

  • Ivonne Pe帽a鈥, Carlo Brancucci Martinez-Anido鈥, Bri-Mathias Hodge*: 鈥淎n Extended IEEE 118-bus Test System with High Renewable Penetration鈥, IEEE Transactions on Power Systems, Vol. 33, Iss. 1, pp. 281 鈥 289, 2018.

    2017

  • Fernando Postigo Marcos, Carlos Mateo Domingo, Tomas Gomez San Roman, Bryan Palmintier, Bri-Mathias Hodge, Venkat Krishnan, Fernando de Cuadra Garcia, and Barry Mather: 鈥淎 review of power distribution test feeders in the United States and the need for synthetic representative networks鈥, Energies, Vol. 10, Issue 11, 2017.
  • Ricardo Bessa, Corinna M枚hrlen, Vanessa Fundel, Malte Siefert, Jethro Browell, Sebastian Haglund El Gaidi, Bri-Mathias Hodge, Umit Cali, George Kariniotakis: 鈥淭owards Improved Understanding of the Applicability of Uncertainty Forecasts in the Electric Power Industry鈥, Energies, Vol. 10, Issue 9, 2017.
  • Qifang Chen, Fei Wang, Bri-Mathias Hodge, Zhigang Li, Miadreza Shafie-khah, Joao Catalao: 鈥淒ynamic Price Vector Formation Model Based Automatic Demand Response Strategy for PV-assisted EV Charging Stations鈥, IEEE Transactions on Smart Grid, Vol. 8, Issue 6, pp. 1949 - 3061, 2017.
  • Qin Wang鈥, Bri-Mathias Hodge*: 鈥淓nhancing Power System Operational Flexibility with Flexible Ramping Products: A Review鈥, IEEE Transactions on Industrial Informatics, Vol. 13, Issue 4, pp. 1652 鈥 1664, 2017.
  • Hongyu Wu, Ibrahim Krad, Erik Ela, Anthony Florita, Eduardo Ibanez, Jie Zhang鈥, Bri- Mathias Hodge*: 鈥淪tochastic Multi-Timescale Power Systems Operation with Variable Wind Generation鈥, IEEE Transactions on Power Systems, Vol. 32, Issue 5, pp. 3325 - 3337, 2017.
  • Mingjian Cui鈥, Jie Zhang鈥, Hongyu Wu, Bri-Mathias Hodge*: 鈥淲ind-Friendly Flexible Ramping Product Design in Multi-Timescale Power System Operations鈥, IEEE Transactions on Sustainable Energy, Vol. 8, pp. 1064 鈥 1075, 2017.
  • Mingjian Cui鈥, Jie Zhang鈥, Cong Feng, Anthony Florita, Yuanzhang Sun, Bri-Mathias Hodge*: 鈥淐haracterizing and Analyzing Ramping Events in Wind Power, Solar Power, Load, and Netload鈥, Renewable Energy, Vol. 11, pp. 227 鈥 244, 2017.
  • Jie Zhang鈥, Mingjian Cui鈥, Bri-Mathias Hodge*, Anthony Florita, Jeffrey Friedman: 鈥淩amp Forecasting Performance from Improved Short-Term Wind Power Forecasting Over Multiple Spatial and Temporal Scales鈥, Energy, Vol. 122, pp. 528-541, 2017.

  • Cong Feng, Mingjian Cui, Bri-Mathias Hodge, Jie Zhang: 鈥淎 Data-Driven Multi-Model Methodology with Deep Feature Selection for Short-Term Wind Forecasting鈥, Applied Energy, Vol. 190, pp. 1245 鈥 1257, 2017.

    Mingjian Cui, Jie Zhang, Bri-Mathias Hodge, Siyuan Lu, Hendrik Hamann: 鈥淎 Methodology for Quantifying Reliability Benefits from Improved Solar Power Forecasting in Multi- Timescale Power System Operations鈥, IEEE Transactions on Smart Grid, In Press.

    2016

  • Bryan Palmintier, Elaine Hale, Timothy Hansen鈥, Wesley Jones, David Biagioni, Harry Sorensen, Hongyu Wu, Bri-Mathias Hodge*: 鈥淚GMS: An Integrated ISO-to-Appliance Scale Grid Modeling System鈥, IEEE Transactions on Smart Grid, Vol. 8, Iss. 3, pp. 1525 鈥 1534, 2016.
  • Qin Wang鈥, Hongyu Wu, Anthony Florita, Carlo Brancucci Martinez-Anido, Bri-Mathias Hodge*: 鈥淭he Value of Improved Wind Power Forecasting: Grid Flexibility Quantification, Ramp Capability Analysis, and Impacts of Electricity Market Operation Timescales鈥, Applied Energy, Vol. 184, pp. 696 鈥 713, 2016.
  • Jie Zhang鈥, Risabh Jain鈥, Bri-Mathias Hodge*: 鈥淎 Data-Driven Method to Characterize Turbulence-Caused Uncertainty in Wind Power Generation鈥, Energy, Vol. 112, pp. 1139 鈥 1152, 2016.
  • Qin Wang鈥, Carlo Brancucci Martinez-Anido鈥, Hongyu Wu, Anthony Florita, Bri-Mathias Hodge*: 鈥淨uantifying the Economic and Grid Reliability Impacts of Improved Wind Power Forecasting鈥, IEEE Transactions on Sustainable Energy, Vol. 7, Iss. 4, pp. 1525 鈥 1537, 2016.
  • Carlo Brancucci Martinez-Anido鈥, Gregory Brinkman, Bri-Mathias Hodge*: 鈥淭he Impact of Wind Power on Electricity Prices鈥, Renewable Energy, Vol. 94, pp. 474 鈥 487, 2016.
  • Carlo Brancucci Martinez-Anido鈥, Benjamin Botor鈥, Anthony Florita, Siyuan Lu, Hendrik F. Hamann, Bri-Mathias Hodge*: 鈥淭he Value of Day-Ahead Solar Forecasting Improvement鈥, Solar Energy, Vol. 129, pp. 192 鈥 203, 2016.
  • Emilio Gomez-Lazaro, M. Carmen Bueso, Mathieu Kessler, Sergio Martin-Martinez, Jie Zhang, Bri-Mathias Hodge, Angel Molina-Garcia: 鈥淐haracterization of Aggregated Large-Scale Wind Power with Weibull Mixtures鈥, Energies, Vol. 9, Iss. 2, 2016.

  • Mingjian Cui鈥, Jie Zhang鈥, Anthony Florita, Bri-Mathias Hodge, Deping Ke, Yuanzhang Sun: 鈥淎n Optimized Swinging Door Algorithm for Identifying Wind Ramping Events鈥, IEEE Transactions on Sustainable Energy, Vol. 7, Iss. 1, pp. 150 鈥 162, 2016.

    2015

    Mohit Singh, Alicia Allen鈥, Bri-Mathias Hodge*: 鈥淕rid Connection and Power Conditioning of Wind Farms鈥, in: Handbook of Clean Energy Systems, R. Boehm, H. Yang, J. Yan (Eds.), Wiley, 2015.

  • Jie Zhang鈥, Bri-Mathias Hodge*, Siyuan Lu, Hendrik F. Hamann, Brad Lehman, Joseph Simmons, Edwin Campos, Venkat Banunarayanan: 鈥淏aseline and Target for Regional and Point Solar Power Forecasts: Toward Improved Solar Power Forecasting鈥, Solar Energy, Vol 122, pp. 804 鈥 819, 2015.
  • Jie Zhang鈥, Caroline Draxl, Thomas Hopson, Luca Delle Monache, Emilie Vanvyve, Bri- Mathias Hodge*: 鈥淐omparison of Numerical Weather Prediction Based Deterministic and Probabilistic Wind Resource Assessment Methods鈥, Applied Energy, Vol. 156, pp. 528 鈥 541, 2015.
  • Caroline Draxl, Andrew Clifton, Bri-Mathias Hodge*, James McCaa: 鈥淭he Wind Integration National Dataset (WIND) Toolkit鈥, Applied Energy, Vol. 151, pp. 355 鈥 366, 2015.
  • Kirsten Orwig, Mark Ahlstrom, Venkat Banunarayanan, Justin Sharp, James Wilczak, Jeffrey Freedman, Sue Ellen Haupt, Joel Cline, Obadiah Bartholomy, Hendrik Hamann, Bri-Mathias Hodge, Catherine Finley, Dora Nakafuji, Jack Peterson, David Maggio, Melinda Marquis: 鈥淩ecent Trends in Variable Generation Forecasting and Its Value to the Power System鈥, IEEE Transactions on Sustainable Energy, Vol. 6, Iss. 3, pp. 924 鈥 933, 2015.
  • Jing Wu, Audun Botterud, Andrew Mills, Zhe Zhou, Bri-Mathias Hodge, Michael Heaney: 鈥淚ntegrating Solar PV in Utility System Operations: Analytical Framework and Arizona Case Study鈥, Energy, Vol. 85, pp. 1 鈥 9, 2015.
  • Mingjian Cui鈥, Deping Ke, Yuanzhang Sun, Di Gan, Jie Zhang鈥, Bri-Mathias Hodge*: 鈥淲ind Power Ramp Event Forecasting Using a Stochastic Scenario Generation Method鈥, IEEE Transactions on Sustainable Energy, Vol. 6, Iss. 2, pp. 422 鈥 433, 2015.
  • Angela Cifor, Paul Denholm, Erik Ela, Bri-Mathias Hodge*, Adam Reed: 鈥淭he Policy and Instiutional Challenges of Grid Integration of Renewable Energy in the Western United States鈥, Utilities Policy, Vol. 33, pp. 34 鈥 41, 2015.
  • Jie Zhang鈥, Bri-Mathias Hodge*, Anthony Florita: 鈥淛oint Probability Distribution and Correlation Analysis of Wind and Solar Power Forecast Errors in the Western Interconnection鈥, Journal of Energy Engineering, Special Issue on Smart Grid and Emerging Technology Integration, Vol 141, Iss. 1, 2015.

  • Jie Zhang鈥, Anthony Florita, Bri-Mathias Hodge*, Siyuan Lu, Hendrik F. Hamann, Venkat Banunarayanan, Anna Brockway: 鈥淎 Suite of Metrics for Assessing the Performance of Solar Power Forecasting鈥, Solar Energy, Vol. 111, pp. 157 鈥 175, 2015.

    2014

  • Jie Zhang鈥, Souma Chowdhury, Achille Messac, Bri-Mathias Hodge: 鈥淎 Hybrid Measure- Correlate-Predict Method for Long-Term Wind Condition Assessment鈥, Energy Conversion and Management, Vol. 87, pp. 697 鈥 710, 2014.

    2012

  • Bri-Mathias Hodge*, Erik Ela, Michael Milligan: 鈥淐haracterizing and Modeling Wind Power Forecast Errors from Operational Systems for Use in Wind Integration Planning Studies鈥, Wind Engineering, Vol 36, Iss. 5, pp. 509 鈥 524, 2012.
  • Shisheng Huang, Hameed Safiullah, Jingjie Xiao, Bri-Mathias Hodge, Ray Hoffman, Joan Soller, Doug Jones, Dennis Dininger, Wallace Tyner, Andrew Liu, Joseph Pekny: 鈥淭he Effects of Electric Vehicles in the City of Indianapolis鈥, Energy Policy, Vol. 49, pp. 442 鈥 455, 2012.
  • Bri-Mathias Hodge, Shisheng Huang, Aviral Shukla, Joseph F. Pekny, Venkat Venkatasubramanian, Gintaras V. Reklaitis: 鈥淭he Effects of Vehicle-to-Grid Systems on Wind Power Integration鈥, Wind Energy, Vol. 15, Iss. 7, pp. 903 鈥 914, 2012.
  • Michael Milligan, Erik Ela, Debra Lew, David Corbus, Yih-huei Wan, Bri-Mathias Hodge: 鈥淎ssessment of Simulated Wind Data Requirements for Wind Integration Studies鈥, IEEE Transactions on Sustainable Energy, Vol. 3, Iss. 4, pp. 620 鈥 626, 2012.

  • Michael Milligan, Erik Ela, Debra Lew, David Corbus, Yih-huei Wan, Bri-Mathias Hodge, Brendan Kirby: 鈥淥perational Analysis and Methods for Wind Integration Studies鈥, IEEE Transactions on Sustainable Energy, Vol. 3, Iss. 4, pp. 612 鈥 619, 2012.

    2011

  • Michael Milligan, Erik Ela, Bri-Mathias Hodge, Brendan Kirby, Debra Lew, Charlton Clark, Jennifer DeCesaro, Kevin Lynn: 鈥淚ntegration of Variable Generation, Cost-Causation, and Integration Costs鈥, The Electricity Journal, Vo. 24, Iss. 9, pp. 51 鈥 63, 2011.
  • Bri-Mathias Hodge, Shisheng Huang, John Siirola, Joseph Pekny, Gintaras Reklaitis: 鈥淎 Multi- Paradigm Modeling Framework for Energy Systems Modeling, Simulation and Analysis鈥, Computers & Chemical Engineering, Vol. 35, Iss. 9, pp. 1725 鈥 1737, 2011.
  • Jingjie Xiao, Bri-Mathias Hodge, Joseph Pekny, Gintaras Reklaitis: 鈥淥perating Reserve Policies with High Wind Power Penetration鈥, Computers & Chemical Engineering, Vol. 35, Iss. 9, pp. 1876 鈥 1885, 2011.
  • Bri-Mathias Hodge, Aviral Shukla, Shisheng Huang, Gintaras Reklaitis, Venkat Venkatasubramanian, Joseph Pekny: 鈥淢ulti-Paradigm Modeling of the Effects of PHEV Adoption on Electric Utility Usage Levels and Emissions鈥, Industrial & Engineering Chemistry Research, Special Issue in Honor of Professor Luis Puigjaner, Vol. 50, Iss. 9, pp. 5191 鈥 5203, 2011.

  • Shisheng Huang, Bri-Mathias Hodge, Farzad Taheripour, Joseph Pekny, Gintaras Reklaitis, Wallace Tyner: 鈥淭he Effects of Electricity Pricing on PHEV Competitiveness鈥, Energy Policy, Vol. 39, Iss. 3, pp. 1552 鈥 1561, 2011.

    2008

  • J. Camilo Zapata, Bri-Mathias Hodge, Gintaras Reklaitis: 鈥淭he Multi-mode Resource Constrained Multi-project Scheduling Problem: Alternative Formulations鈥, AIChE Journal, Vol. 54, Iss. 8, pp. 2101-2119, 2008.
  • Bri-Mathias Hodge, Frank Pettersson, Nirupam Chakraborti: 鈥淩e-evaluation of the Optimal Operating Conditions for the Primary End of an Integrated Steel Plant using Multi-objective Genetic Algorithms and Nash Equilibrium鈥, Steel Research International, Vol. 77, Iss. 7, pp. 459 鈥 461, 2006.