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Marc Clausse

affiliation not provided to SSRN

SCHOLARLY PAPERS

8

DOWNLOADS

460

TOTAL CITATIONS

5

Scholarly Papers (8)

Comparative Study of Model-Based and Learning-Based Control Optimization for District Heating Networks

Number of pages: 66 Posted: 23 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 55 (1,038,620)

Abstract:

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district heating networks, surrogate modeling, deep learning, predictive control, reinforcement learning, optimization

Comparative Study of Model-Based and Learning-Based Control Optimization for District Heating Networks

Number of pages: 66 Posted: 12 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 33 (1,341,098)

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district heating networks, surrogate modeling, Deep learning, predictive control, Reinforcement learning, Optimization

Comparative Study of Model-Based and Learning-Based Control Optimization for District Heating Networks

Number of pages: 66 Posted: 13 Sep 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 32 (1,341,098)

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district heating networks, surrogate modeling, Deep learning, predictive control, Reinforcement learning, Optimization

2.

Enabling Fast Prediction of District Heating Networks Transients Via a Physics-Guided Graph Neural Network

Number of pages: 15 Posted: 29 Feb 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 106 (659,652)

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District Heating Networks, graph neural networks, Surrogate modeling, transient dynamics, time series, optimisation.

3.

Impact Study of a River Heat Pump to Decarbonise Urban District Heating and Promote the Resilience of Hydrosystems: What are the Challenges?

Number of pages: 13 Posted: 06 Jan 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, 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 74 (867,774)

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River Water Heat Pump, impact assessment, challenges, techno-economic analysis, LCA, sociological impact, biodiversity, river thermal pollution, water river rejection management, aquatic ecosystem thermal response

4.

Can Exergy Be an Indicator of Environmental Sustainability in the Context of Energy Transition?

Number of pages: 15 Posted: 19 Feb 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and affiliation not provided to SSRN
Downloads 45 (1,121,190)

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Sustainability, Environmental Assessment, Exergy assessment, energy transition, power generation

5.

Dynamic Exergy and Economic Assessment of the Implementation of Seasonal Underground Thermal Energy Storage in Existing Solar District Heating

Number of pages: 27 Posted: 18 Mar 2022
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 42 (1,157,785)
Citation 4

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Solar District Heating, Dynamic exergoeconomic analysis, Seasonal Underground Thermal Energy Storage

6.

Industrial Heat Decarbonisation by Electrification: Can Energy Indicators Be Useful as a Screening Environmental Indicator?

Number of pages: 18 Posted: 21 Jun 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and affiliation not provided to SSRN
Downloads 36 (1,236,159)

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Sustainability, environmental assessment, Exergy assessment, energy transition, Power generation

7.

Assessing the Potential for Electrification of the Food Industry and its Implications for Environmental Sustainability

Number of pages: 20 Posted: 11 Apr 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and affiliation not provided to SSRN
Downloads 20 (1,448,301)
Citation 1

Abstract:

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Energy transition, Industrial heat decarbonisation, Heat-Pumps, Sustainability, Environmental assessment, Planetary boundaries

8.

Assessing the Potential for Electrification of the Food Industry and its Implications Forenvironmental Sustainability

Number of pages: 19 Posted: 18 Apr 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, Technical University of Denmark and affiliation not provided to SSRN
Downloads 17 (1,481,165)

Abstract:

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Energy transition, Industrial heat decarbonisation, Heat-Pumps, Sustainability, Environmental assessment, Planetary boundaries