Evaluating Use-Phase Emissions of Liquid vs Air Cooling in Telecom Base Stations: Attributional and Consequential LCA Variants with Process Correlation

The present research investigates if a proposed full Consequential LCA (FCLCA) methodology is feasible and enhances the understanding compared to simplified Attributional ALCA (SALCA) and simplified CLCA (SCLCA) for avoided emission calculations. An existing case study is used for demonstration: cooling of a radio base station. Compared to existing literature, FCLCA captures rebound effects more realistically. FCLCA – facilitating more granularity and specificity – is moreover preferable to proxy numbers for rebound effects. Despite that the results are mathematically indistinguishable due to uncertainty, the FCLCA confirms credibly the conclusion that liquid cooling will lead to less emissions. FCLCA should therefore always be attempted to increase the credibility of other more commonly performed LCA archetypes. To avoid overstating the uncertainty, comparative and transformational LCAs should always be performed with integrated delta modelling to obtain the sought result, not by two or more separate calculations. This integration takes care of the process correlation which occurs between the compared systems.

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Publication Details

Journal
International Journal of Environmental Engineering and Development
Published
2025-11-20
DOI
https://doi.org/10.37394/232033.2025.3.23
Primary Topic
Energy, Environment, and Transportation Policies
Type
article
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article

Evaluating Use-Phase Emissions of Liquid vs Air Cooling in Telecom Base Stations: Attributional and Consequential LCA Variants with Process Correlation

Anders Andrae
International Journal of Environmental Engineering and Development
Energy, Environment, and Transportation Policies
article

Evaluating Use-Phase Emissions of Liquid vs Air Cooling in Telecom Base Stations: Attributional and Consequential LCA Variants with Process Correlation

Anders Andrae
article en

Abstract

The present research investigates if a proposed full Consequential LCA (FCLCA) methodology is feasible and enhances the understanding compared to simplified Attributional ALCA (SALCA) and simplified CLCA (SCLCA) for avoided emission calculations. An existing case study is used for demonstration: cooling of a radio base station. Compared to existing literature, FCLCA captures rebound effects more realistically. FCLCA – facilitating more granularity and specificity – is moreover preferable to proxy numbers for rebound effects. Despite that the results are mathematically indistinguishable due to uncertainty, the FCLCA confirms credibly the conclusion that liquid cooling will lead to less emissions. FCLCA should therefore always be attempted to increase the credibility of other more commonly performed LCA archetypes. To avoid overstating the uncertainty, comparative and transformational LCAs should always be performed with integrated delta modelling to obtain the sought result, not by two or more separate calculations. This integration takes care of the process correlation which occurs between the compared systems.

International Journal of Environmental Engineering and DevelopmentVol. 3
Huawei Technologies (Sweden) (SE)
Openalex Percentile: Top 75%
Energy, Environment, and Transportation Policies
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