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Ke Liu

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

80

TOTAL CITATIONS

2

Scholarly Papers (2)

1.

A Deep Reinforcement Learning Control Method for Multi-Zone Precooling in Commercial Buildings

Number of pages: 28 Posted: 11 Sep 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 46 (1,109,210)
Citation 2

Abstract:

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Precooling control, Deep reinforcement learning, Multi-zone commercial buildings, HVAC systems, Parametric analysis.

2.

Limited Data Availability in Building Energy Consumption Prediction: A Low-Rank Transfer Learning with Attention-Enhanced Temporal Convolution Network

Number of pages: 19 Posted: 05 Nov 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 34 (1,263,436)

Abstract:

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building energy consumption prediction, Transfer learning, Low-rank decomposition, TCN