Kody M. Powell

According to our database, Kody M. Powell authored at least 17 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Industrial processes and the smart grid: overcoming the variability of renewables by using built-in process storage and intelligent control strategies.

Yunzhi Chen, Blake W. Billings, Kody M. Powell

Int. J. Prod. Res., March, 2024

2023

Physics-guided neural networks with engineering domain knowledge for hybrid process modeling.

Ethan Gallup, Tyler Gallup, Kody M. Powell

Comput. Chem. Eng., February, 2023

2022

Development of novel dynamic machine learning-based optimization of a coal-fired power plant.

Landen Blackburn, Jacob F. Tuttle, Klas Andersson, Andrew Fry, Kody M. Powell

Comput. Chem. Eng., 2022

2021

Scenario Generation for Cooling, Heating, and Power Loads Using Generative Moment Matching Networks.

Wenlong Liao, Yusen Wang, Yuelong Wang, Kody M. Powell, Qi Liu

CoRR, 2021

A novel implicit hybrid machine learning model and its application for reinforcement learning.

Derek Machalek, Titus Quah, Kody M. Powell

Comput. Chem. Eng., 2021

Benchmarks for Grid Energy Management with Python Gekko.

Nathaniel S. Gates, Daniel C. Hill, Blake W. Billings, Kody M. Powell, John D. Hedengren

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

On-line classification of coal combustion quality using nonlinear SVM for improved neural network NOx emission rate prediction.

Jacob F. Tuttle, Landen Blackburn, Kody M. Powell

Comput. Chem. Eng., 2020

Real-time optimization using reinforcement learning.

Kody M. Powell, Derek Machalek, Titus Quah

Comput. Chem. Eng., 2020

Dynamic Economic Optimization of a Continuously Stirred Tank Reactor Using Reinforcement Learning.

Derek Machalek, Titus Quah, Kody M. Powell

Proceedings of the 2020 American Control Conference, 2020

2019

Dynamic modeling and optimization of a coal-fired utility boiler to forecast and minimize NOx and CO emissions simultaneously.

Seyed Mostafa Safdarnejad, Jake F. Tuttle, Kody M. Powell

Comput. Chem. Eng., 2019

2018

Dynamic Real-Time Optimization of Air Conditioning Systems in Residential Houses under Different Electricity Pricing Structures.

Moataz N. Sheha, Khalid Rashid, Kody M. Powell

Proceedings of the 2018 Annual American Control Conference, 2018

Real-time optimization of a solar-natural gas hybrid power plant to enhance solar power utilization.

Khalid Rashid, Moataz N. Sheha, Kody M. Powell

Proceedings of the 2018 Annual American Control Conference, 2018

2014

Nonlinear modeling, estimation and predictive control in APMonitor.

John D. Hedengren, Reza Asgharzadeh Shishavan, Kody M. Powell, Thomas F. Edgar

Comput. Chem. Eng., 2014

2013

Dynamic optimization of a campus cooling system with thermal storage.

Kody M. Powell, Wesley J. Cole, Udememfon F. Ekarika, Thomas F. Edgar

Proceedings of the 12th European Control Conference, 2013

Dynamic optimization of a solar thermal energy storage system over a 24 hour period using weather forecasts.

Kody M. Powell, John D. Hedengren, Thomas F. Edgar

Proceedings of the American Control Conference, 2013

Nonlinear model predictive control for a heavy-duty gas turbine power plant.

Jong S. Kim, Kody M. Powell, Thomas F. Edgar

Proceedings of the American Control Conference, 2013

2011

Control of a large scale solar thermal energy storage system.

Kody M. Powell, Thomas F. Edgar

Proceedings of the American Control Conference, 2011