Kody M. Powell

21 papers C 8Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Control and optimization of a flexible green steel plant capable of responding to day-ahead electricity carbon emissions and prices. Comput. Chem. Eng. Jake Immonen, Kody M. Powell
2024	J	`jnl`	Effects of input gradient regularization on neural networks time-series forecasting of thermal power systems. Comput. Chem. Eng. Ethan Gallup, Jake F. Tuttle, Kody M. Powell
2024	C	`conf`	Hydrogen Underground Storage for Grid Resilience: A Dynamic Simulation and Optimization Study. ACC Yunzhi Chen, Daniel C. Hill, Blake W. Billings, John D. Hedengren, Kody M. Powell
2024	J	`jnl`	Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies. Int. J. Prod. Res. Yunzhi Chen, Blake W. Billings, Kody M. Powell
2024	C	`conf`	Transformer Neural Networks with Spatiotemporal Attention for Predictive Control and Optimization of Industrial Processes. ACC Ethan Gallup, Jacob F. Tuttle, Jake Immonen, Blake W. Billings, Kody M. Powell
2023	J	`jnl`	Physics-guided neural networks with engineering domain knowledge for hybrid process modeling. Comput. Chem. Eng. Ethan Gallup, Tyler Gallup, Kody M. Powell
2022	J	`jnl`	Development of novel dynamic machine learning-based optimization of a coal-fired power plant. Comput. Chem. Eng. Landen Blackburn, Jacob F. Tuttle, Klas Andersson, Andrew Fry, Kody M. Powell
2021	J	`jnl`	A novel implicit hybrid machine learning model and its application for reinforcement learning. Comput. Chem. Eng. Derek Machalek, Titus Quah, Kody M. Powell
2021	—	`conf`	Benchmarks for Grid Energy Management with Python Gekko. CDC Nathaniel S. Gates, Daniel C. Hill, Blake W. Billings, Kody M. Powell, John D. Hedengren
2021	J	`jnl`	Scenario Generation for Cooling, Heating, and Power Loads Using Generative Moment Matching Networks. CoRR Wenlong Liao, Yusen Wang, Yuelong Wang, Kody M. Powell, Qi Liu
2020	C	`conf`	Dynamic Economic Optimization of a Continuously Stirred Tank Reactor Using Reinforcement Learning. ACC Derek Machalek, Titus Quah, Kody M. Powell
2020	J	`jnl`	On-line classification of coal combustion quality using nonlinear SVM for improved neural network NOx emission rate prediction. Comput. Chem. Eng. Jacob F. Tuttle, Landen Blackburn, Kody M. Powell
2020	J	`jnl`	Real-time optimization using reinforcement learning. Comput. Chem. Eng. Kody M. Powell, Derek Machalek, Titus Quah
2019	J	`jnl`	Dynamic modeling and optimization of a coal-fired utility boiler to forecast and minimize NOx and CO emissions simultaneously. Comput. Chem. Eng. Seyed Mostafa Safdarnejad, Jake F. Tuttle, Kody M. Powell
2018	C	`conf`	Dynamic Real-Time Optimization of Air Conditioning Systems in Residential Houses under Different Electricity Pricing Structures. ACC Moataz N. Sheha, Khalid Rashid, Kody M. Powell
2018	C	`conf`	Real-time optimization of a solar-natural gas hybrid power plant to enhance solar power utilization. ACC Khalid Rashid, Moataz N. Sheha, Kody M. Powell
2014	J	`jnl`	Nonlinear modeling, estimation and predictive control in APMonitor. Comput. Chem. Eng. John D. Hedengren, Reza Asgharzadeh Shishavan, Kody M. Powell, Thomas F. Edgar
2013	—	`conf`	Dynamic optimization of a campus cooling system with thermal storage. ECC Kody M. Powell, Wesley J. Cole, Udememfon F. Ekarika, Thomas F. Edgar
2013	C	`conf`	Dynamic optimization of a solar thermal energy storage system over a 24 hour period using weather forecasts. ACC Kody M. Powell, John D. Hedengren, Thomas F. Edgar
2013	C	`conf`	Nonlinear model predictive control for a heavy-duty gas turbine power plant. ACC Jong S. Kim, Kody M. Powell, Thomas F. Edgar
2011	C	`conf`	Control of a large scale solar thermal energy storage system. ACC Kody M. Powell, Thomas F. Edgar