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Peter Klement

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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94

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Scholarly Papers (2)

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1.

Reinforcement Learning for Residential Heat Pump Operation

Number of pages: 29 Posted: 04 Feb 2024
Simon Schmitz, Karoline Brucke, Pranay Kasturi, Esmail Ansari and Peter Klement
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 58 (980,173)

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Reinforcement learning, heat pump operation, district heating, demand forecast, operation under uncertainty

2.

Behavior Tree Based Control Strategies for Resilient Heat Pump Operation in Residential Buildings

Number of pages: 35 Posted: 10 Sep 2024
Piet Urban, Peter Klement, Sunke Schlüters and Patrik Schönfeldt
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 36 (1,236,159)

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Behavior Tree, Decision Tree Learning, MILP Optimisation, Heat Energy Management