Kody M. Powell

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Incipient Fault

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Int. J. Prod. Res.

Publications

Ethan Gallup, Jake F. Tuttle, Kody M. Powell
Effects of input gradient regularization on neural networks time-series forecasting of thermal power systems. Comput. Chem. Eng. 189 (2024)
Yunzhi Chen, Blake W. Billings, Kody M. Powell
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. 62 (5) (2024)
Ethan Gallup, Tyler Gallup, Kody M. Powell
Physics-guided neural networks with engineering domain knowledge for hybrid process modeling. Comput. Chem. Eng. 170 (2023)
Landen Blackburn, Jacob F. Tuttle, Klas Andersson, Andrew Fry, Kody M. Powell
Development of novel dynamic machine learning-based optimization of a coal-fired power plant. Comput. Chem. Eng. 163 (2022)
Nathaniel S. Gates, Daniel C. Hill, Blake W. Billings, Kody M. Powell, John D. Hedengren
Benchmarks for Grid Energy Management with Python Gekko. CDC (2021)
Derek Machalek, Titus Quah, Kody M. Powell
A novel implicit hybrid machine learning model and its application for reinforcement learning. Comput. Chem. Eng. 155 (2021)
Kody M. Powell, Derek Machalek, Titus Quah
Real-time optimization using reinforcement learning. Comput. Chem. Eng. 143 (2020)
Jacob F. Tuttle, Landen Blackburn, Kody M. Powell
On-line classification of coal combustion quality using nonlinear SVM for improved neural network NOx emission rate prediction. Comput. Chem. Eng. 141 (2020)
Derek Machalek, Titus Quah, Kody M. Powell
Dynamic Economic Optimization of a Continuously Stirred Tank Reactor Using Reinforcement Learning. ACC (2020)
Seyed Mostafa Safdarnejad, Jake F. Tuttle, Kody M. Powell
Dynamic modeling and optimization of a coal-fired utility boiler to forecast and minimize NOx and CO emissions simultaneously. Comput. Chem. Eng. 124 (2019)
Moataz N. Sheha, Khalid Rashid, Kody M. Powell
Dynamic Real-Time Optimization of Air Conditioning Systems in Residential Houses under Different Electricity Pricing Structures. ACC (2018)
Khalid Rashid, Moataz N. Sheha, Kody M. Powell
Real-time optimization of a solar-natural gas hybrid power plant to enhance solar power utilization. ACC (2018)
John D. Hedengren, Reza Asgharzadeh Shishavan, Kody M. Powell, Thomas F. Edgar
Nonlinear modeling, estimation and predictive control in APMonitor. Comput. Chem. Eng. 70 (2014)
Kody M. Powell, Wesley J. Cole, Udememfon F. Ekarika, Thomas F. Edgar
Dynamic optimization of a campus cooling system with thermal storage. ECC (2013)
Kody M. Powell, John D. Hedengren, Thomas F. Edgar
Dynamic optimization of a solar thermal energy storage system over a 24 hour period using weather forecasts. ACC (2013)
Jong S. Kim, Kody M. Powell, Thomas F. Edgar
Nonlinear model predictive control for a heavy-duty gas turbine power plant. ACC (2013)
Kody M. Powell, Thomas F. Edgar
Control of a large scale solar thermal energy storage system. ACC (2011)