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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
592020
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
192019
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
162021
Dynamic energy system modeling using hybrid physics-based and machine learning encoder–decoder models
D Machalek, J Tuttle, K Andersson, KM Powell
Energy and AI 9, 100172, 2022
142022
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
132020
Proactive automation of a batch manufacturer in a smart grid environment
B Westberg, D Machalek, S Denton, D Sellers, K Powell
Smart and Sustainable Manufacturing Systems, 110-131, 2018
132018
Comparing reinforcement learning methods for real-time optimization of a chemical process
T Quah, D Machalek, KM Powell
Processes 8 (11), 1497, 2020
122020
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
122020
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
92021
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
92019
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
72020
Model predictive control of a rotary kiln for fast electric demand response
D Machalek, KM Powell
Minerals Engineering 144, 106021, 2019
72019
Smart scheduling of a batch manufacturer’s operations by utilization of a genetic algorithm to minimize electrical demand
P Brimley, D Machalek, KM Powell
Smart and Sustainable Manufacturing Systems 3 (2), 53-67, 2019
62019
Enhancing Fault Detection with Clustering and Covariance Analysis
E Gallup, T Quah, D Machalek, KM Powell
IFAC-PapersOnLine 55 (2), 258-263, 2022
12022
Leveraging Flexibility in Industrial and Utility Energy Processes to Increase Efficiency and Enhance Renewable Energy Integration with Novel Models and Algorithms
DM Machalek
The University of Utah, 2022
2022
Influence of Non-equilibrium Conditions on Liquid Hydrogen Storage Tank Behavior
DM Machalek, GB Anleu, ES Hecht
Hydrogen Knowledge Centre, 2021
2021
State-By-State Comparison of the Economic, Environmental, and Energy Impacts of Manufacturing Facilities Integrating Solar Photovoltaic or Combined Heat and Power Systems
D Machalek, K Powell
2020 Virtual AIChE Annual Meeting, 2020
2020
Leveraging the Manufacturing Sector As a Grid Asset through Demand Response–Four Real-World Case Studies
D Machalek, K Powell
2020 Virtual AIChE Annual Meeting, 2020
2020
Enhancing the Department of Energy’s Industrial Assessment Center Experience for Undergraduate Students through Real-World Problem Solving, Research, and Publication
D Machalek, K Powell
2020 Virtual AIChE Annual Meeting, 2020
2020
LIQUID HYDROGEN STORAGE TANK PRESSURE RELIEF SIMULATIONS USING NETWORK FLOW MODELING
DM MACHALEK, G BRAN-ANLEU, ES HECHT
CSRI, 289, 2020
2020
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