Concepedia

Derek Machalek

DM

8

Publications

237

Citations

8

H-Index

2018

Active since

Affiliations

University of Utah(Current)

Derek Machalek is an author at University of Utah specializing in engineering, artificial intelligence, and systems engineering.

Top concepts

EngineeringComputer ScienceSystems EngineeringArtificial IntelligenceMachine LearningEnergy ManagementSmart GridRobot LearningProcess ControlProcess Optimization

Publications per year

2018–2022

8

Publications

8

Real-time optimization using reinforcement learning

Kody M. Powell, Derek Machalek, Titus Quah · Computers & Chemical Engineering · 2020 · 99 citations

Artificial Intelligence, Engineering, Real-time Decision-making +3

Dynamic energy system modeling using hybrid physics-based and machine learning encoder–decoder models

Derek Machalek, Klas Andersson, Kody M. Powell · Energy and AI · 2022 · 28 citations · Full text

Comparing Reinforcement Learning Methods for Real-Time Optimization of a Chemical Process

Titus Quah, Derek Machalek, Kody M. Powell · Processes · 2020 · 23 citations · Full text

Search Optimization, Artificial Intelligence, Engineering +20

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

Derek Machalek, Titus Quah, Kody M. Powell · Computers & Chemical Engineering · 2021 · 22 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +8

Automated electrical demand peak leveling in a manufacturing facility with short term energy storage for smart grid participation

Derek Machalek, Kody M. Powell · Journal of Manufacturing Systems · 2019 · 21 citations · Full text

Manufacturing Facility, Electrical Engineering, Engineering +10

Rows per page

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