Developing an active heat recovery system to boost data centre waste heat utilization: a novel and cost-effective solution for building decarbonisation

Data centre (DC) waste heat recovery for district-heated buildings often relies on costly heat pumps. However, the rise of liquid-cooled distributed/edge DCs driven by increasing computational demand offers new potential for cost-effective onsite recovery. These systems produce higher-temperature waste heat, making heat exchanger-only solutions more feasible. Yet full recovery remains challenging due to high return water temperatures in building heating networks and the passive nature of such systems. To overcome these limitations, this paper proposes an active DC waste heat recovery system (AHE-DCWHR) that enhances heat exchanger-only solutions through an innovative heating demand reallocation strategy. This strategy utilizes a small heat pump (1) to precool the return water of one heating network before entering the heat exchanger, increasing the inlet temperature difference to enable near-complete waste heat recovery, and (2) to reuse the extracted precooling energy to heat another network, minimizing losses. AHE-DCWHR was validated in TRNSYS through 25-year life-cycle cost (LCC) and emission analyses for a liquid-cooled DC suppling 25 kW of waste heat to a district-heated building. During the 5-month winter, AHE-DCWHR consumed only 7.5 MWh of electricity for the heat pump (average COP = 4.75), enabling the heat exchanger to recover 98.4% of the waste heat (∼90 MWh), a 16% improvement over the heat exchanger-only system (75.1 MWh). Based on 25-year LCC and emission analyses, it saves €123,431 heating costs (vs. €106,501 for the heat exchanger-only system), cuts CO 2 emissions by 167,087 kg (vs. 134,711 kg), and achieves a two-year payback. AHE-DCWHR cost-effectively outperforms heat exchanger-only and heat pump systems. • An active data centre waste heat recovery system is developed for building heating. • The system recovers waste heat by a heat exchanger for building heating networks. • A heat pump is used to assist the heat exchanger in fully recovering waste heat. • The recovered waste heat can be shared across two building heating networks. • The system is more cost-effective than state-of-art waste heat recovery systems.

Authors

Institutions

Publication Details

Journal
Energy
Published
2025-11-21
DOI
https://doi.org/10.1016/j.energy.2025.139324
Primary Topic
Geothermal Energy Systems and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Developing an active heat recovery system to boost data centre waste heat utilization: a novel and cost-effective solution for building decarbonisation

Xiaoshu Lü, Derek Clements‐Croome, Yanping Yuan, Tao Lü et al.
Energy
Geothermal Energy Systems and Applications
article

Developing an active heat recovery system to boost data centre waste heat utilization: a novel and cost-effective solution for building decarbonisation

Xiaoshu Lü, Derek Clements‐Croome, Yanping Yuan, Tao Lü, Birgitta Martinkauppi
article en

Abstract

Data centre (DC) waste heat recovery for district-heated buildings often relies on costly heat pumps. However, the rise of liquid-cooled distributed/edge DCs driven by increasing computational demand offers new potential for cost-effective onsite recovery. These systems produce higher-temperature waste heat, making heat exchanger-only solutions more feasible. Yet full recovery remains challenging due to high return water temperatures in building heating networks and the passive nature of such systems. To overcome these limitations, this paper proposes an active DC waste heat recovery system (AHE-DCWHR) that enhances heat exchanger-only solutions through an innovative heating demand reallocation strategy. This strategy utilizes a small heat pump (1) to precool the return water of one heating network before entering the heat exchanger, increasing the inlet temperature difference to enable near-complete waste heat recovery, and (2) to reuse the extracted precooling energy to heat another network, minimizing losses. AHE-DCWHR was validated in TRNSYS through 25-year life-cycle cost (LCC) and emission analyses for a liquid-cooled DC suppling 25 kW of waste heat to a district-heated building. During the 5-month winter, AHE-DCWHR consumed only 7.5 MWh of electricity for the heat pump (average COP = 4.75), enabling the heat exchanger to recover 98.4% of the waste heat (∼90 MWh), a 16% improvement over the heat exchanger-only system (75.1 MWh). Based on 25-year LCC and emission analyses, it saves €123,431 heating costs (vs. €106,501 for the heat exchanger-only system), cuts CO 2 emissions by 167,087 kg (vs. 134,711 kg), and achieves a two-year payback. AHE-DCWHR cost-effectively outperforms heat exchanger-only and heat pump systems. • An active data centre waste heat recovery system is developed for building heating. • The system recovers waste heat by a heat exchanger for building heating networks. • A heat pump is used to assist the heat exchanger in fully recovering waste heat. • The recovered waste heat can be shared across two building heating networks. • The system is more cost-effective than state-of-art waste heat recovery systems.

EnergyVol. 341
Southwest Jiaotong University (CN), University of Reading (GB), University of Vaasa (FI), Aalto University (FI)
Openalex Percentile: Top 75%
Geothermal Energy Systems and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.