Derek Machalek
Derek Machalek
PhD Candidate, University of Utah
Verified email at utah.edu
Title
Cited by
Cited by
Year
Real-time optimization using reinforcement learning
KM Powell, D Machalek, T Quah
Computers & Chemical Engineering 143, 107077, 2020
102020
Proactive automation of a batch manufacturer in a smart grid environment
B Westberg, D Machalek, S Denton, D Sellers, K Powell
ASTM International 2 (2), 110-131, 2018
82018
Automated electrical demand peak leveling in a manufacturing facility with short term energy storage for smart grid participation
D Machalek, K Powell
Journal of Manufacturing Systems 52, 100-109, 2019
72019
Mine operations as a smart grid resource: Leveraging excess process storage capacity to better enable renewable energy sources
D Machalek, A Young, L Blackburn, P Rogers, KM Powell
Minerals Engineering 145, 106103, 2020
62020
Comparing reinforcement learning methods for real-time optimization of a chemical process
T Quah, D Machalek, KM Powell
Processes 8 (11), 1497, 2020
52020
Dynamic Economic Optimization of a Continuously Stirred Tank Reactor Using Reinforcement Learning
D Machalek, T Quah, KM Powell
2020 American Control Conference (ACC), 2955-2960, 2020
52020
Integrating a microturbine into a discrete manufacturing process with combined heat and power using smart scheduling and automation
M Henning, D Machalek, KM Powell
Computer Aided Chemical Engineering 47, 293-298, 2019
52019
Model predictive control of a rotary kiln for fast electric demand response
D Machalek, KM Powell
Minerals Engineering 144, 106021, 2019
22019
Smart Scheduling of a Batch Manufacturer's Operations by Utilization of a Genetic Algorithm to Minimize Electrical Demand
P Brimley, D Machalek, KM Powell
ASTM International 3 (2), 53-67, 2019
22019
Economic and environmental impacts of a non-traditional combined heat and power system for a discrete manufacturing facility
D Machalek, M Henning, K Mohammadi, KM Powell
Journal of Cleaner Production 265, 121816, 2020
12020
A novel implicit hybrid machine learning model and its application for reinforcement learning
D Machalek, T Quah, KM Powell
Computers & Chemical Engineering 155, 107496, 2021
2021
State-by-State comparison of combined heat and power to photovoltaic installations at manufacturing facilities with heat and power loads
D Machalek, K Mohammadi, KM Powell
Sustainable Energy Technologies and Assessments 47, 101502, 2021
2021
Mine operations operations as a smart grid resource: Leveraging excess process storage capacity to better enable renewable energy sources
D Machalek, A Young, L Blackburn, P Rogers, KM Powell
MINERALS ENGINEERING 145, 2020
2020
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