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Thomas Wenning

2 papers indexed

openalexEnergies2026-07-23

Alternative Thermal Technologies for Industrial Process Heat: Barriers and Opportunities

Miles Nevills, Indraneel Bhandari, Dipti Kamath, Sachin U. Nimbalkar, Senthil Sundaramoorthy, Ikenna J. Okeke, et al.

Energy scarcity and subsequent global fuel market shocks have become a significant concern for the United States. Process heating in industry accounts for over half of all industrial energy usage and is almost entirely (>95%) supplied by natural gas, coal, and byproduct fuels.…

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crossrefEnergies2025-06-20Cited by 1

Next-Level Energy Management in Manufacturing: Facility-Level Energy Digital Twin Framework Based on Machine Learning and Automated Data Collection

David Vance, Mingzhou Jin, Thomas Wenning, Sachin Nimbalkar, Christopher Price

This research introduces an energy prediction framework at the facility level supported by automated data collection and machine learning models. It investigates whether reducing the prediction time scale allows for applying more complex machine learning techniques and if those t…

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