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cs.IR2026
STREAM: An Objective-Driven and Uncertainty-Aware Framework for Industrial Energy Data Acquisition
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Industrial energy management requires datasets that connect energy use with equipment states, production batches, material flows, and process conditions. However, conventional acqu…
cs.IR2025
Uncovering Causal Drivers of Energy Efficiency for Industrial Process in Foundry via Time-Series Causal Inference
Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma
Improving energy efficiency in industrial foundry processes is a critical challenge, as these operations are highly energy-intensive and marked by complex interdependencies among p…