Rafael Horn

Mr. Rafael Horn


Research Focus & Metrics

Academic Career Length

14Years (2013-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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24 January 2017 in Bioinspiration & Biomimetics
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Journal Article
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Olga SpeckOlga Speck
Olga Speck
DSDavid Speck
David Speck
RHRafael Horn
Rafael Horn
JGJohannes Gantner
Johannes Gantner
KSKlaus Peter Sedlbauer
Klaus Peter Sedlbauer
Over the last few decades, the systematic approach of knowledge transfer from biological concept generators to technical applications has received increasing attention, particularly because marketable bio-derived developments are often described as sustainable. The objective of this paper is to rationalize and refine the discussion about bio-derived developments also with respect to sustainability by taking descriptive, normative and emotional aspects into consideration. In the framework of supervised learning, a dataset of 70 biology-derived and technology-derived developments characterised by 9 different attributes together with their respective values and assigned to one of 17 classes was created. On the basis of the dataset a decision tree was generated which can be used as a straightforward classification tool to identify biology-derived and technology-derived developments. The validation of the applied learning procedure achieved an average accuracy of 90.0%. Additional extraordinary qualities of technical applications are generally discussed by means of selected biology-derived and technology-derived examples with reference to normative (contribution to sustainability) and emotional aspects (aesthetics and symbolic character). In the context of a case study from the building sector, all aspects are critically discussed.

1 April 2019 in Journal of Cleaner Production
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Journal Article
Open access
VLValeria De Laurentiis
Valeria De Laurentiis
MSMichela Secchi
Michela Secchi
UBUlrike Bos
Ulrike Bos
RHRafael Horn
Rafael Horn
ALAlexis Laurent
Alexis Laurent
SSSerenella Sala
Serenella Sala
Impacts associated with land use are increasingly recognized as important aspects to consider when conducting Life Cycle Assessment (LCA). Across the existing models accounting for land use activities in life cycle impact assessment, a balance is yet to be found between complexity and comprehensiveness on one hand, and applicability on the other hand. This work builds on the LANd use indicator value CAlculation (LANCA®) model, assessing the impacts of land use activities on five soil properties, and aims at developing an aggregated index to improve its applicability. First a statistical analysis is conducted, leading to the shortlisting of the four most significant soil quality indicators. Then two options for aggregating the selected indicators are presented: the soil quality index (SQI), based on linear aggregation, and the normalisation–based soil quality index (NSQI), where the aggregation process involves normalisation integrated into the characterisation step. Country-specific and global average characterisation factors (CFs) are calculated for 57 land use types considering both land occupation and land transformation interventions with the two suggested approaches. The two indices present similar ranking of land use types but the relative contribution of the separate indicators to the aggregated index varies according to the approach adopted. The differences between the aggregation approaches suggested are discussed, together with the limitations related to both the LANCA® model and the aggregation approaches. This work represents a first step towards the widespread application of a comprehensive and robust land use model at midpoint level in LCA. Finally, a number of recommendations for the future development of the LANCA® model and of the related soil quality models are provided.

13 August 2020 in Sustainability
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RHRafael Horn
Rafael Horn
SESebastian Ebertshäuser
Sebastian Ebertshäuser
RBRoberta Di Bari
Roberta Di Bari
OJOlivia Jorgji
Olivia Jorgji
RTRené Traunspurger
René Traunspurger
PBPetra Von Both
Petra Von Both
An increasing degree of digitalization in construction planning offers significant potential for building life cycle assessment (LCA) to reduce access barriers, as well as the assessment effort itself. To realize the widespread application of LCA tools and their potential to effectively minimize life cycle impacts, an open approach is required that allows for flexible application of comprehensive LCA studies and early integration in planning processes. The authors present an approach for LCA integration in all phases of digital planning which aims at a DGNB (Deutsche Gesellschaft für nachhaltiges Bauen) certification based on the open Building Information Modeling (BIM) standard Industry Foundation Classes (IFC). The approach takes into account varying levels of development and resulting data availability during integral planning phases, as well as resulting LCA application contexts. It goes beyond existing strategies and allows one to consider both BIM and LCA software through a workflow based on a single data format. The assessment framework is operationalized through standardized interface development and technical realization following the information delivery manual (IDM) process standardized for IFC interfaces. The Extensible Markup Language (XML) schema, as a specific implementation for certification, provides the target system for LCA data requirements and is generalized to a planning phase specific IDM base table. The technical realization based on respective model view definitions and distributed data suggests a pathway to the standardization of LCA-IFC integration based on an open approach. The overall approach exemplarily applies to the “LERNZENTRUM” at the Karlsruhe Institute of Technology (KIT) campus. We conclude that an open BIM approach for LCA integration in model-based planning is feasible, but requires several adjustments in IFC, LCA, and planning practice. Adding a lifecycle element to the IFC to connect BIM and LCA provides comprehensive feedback for informed decision making based on environmental impact.

1 January 2018 in Procedia CIRP
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Journal Article
Open access
NKNathanael Ko
Nathanael Ko
MLManuel Lorenz
Manuel Lorenz
RHRafael Horn
Rafael Horn
HKHannes Krieg
Hannes Krieg
MBMichael Baumann
Michael Baumann

1 November 2018 in Energy Procedia
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Journal Article
Open access
BNBjörn Nienborg
Björn Nienborg
SGStefan Gschwander
Stefan Gschwander
GMGunther Munz
Gunther Munz
DFDominik Fröhlich
Dominik Fröhlich
THTobias Helling
Tobias Helling
PSPeter Schossig
Peter Schossig

10 October 2016 in Sustainability
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SMStephanie D. Maier
Stephanie D. Maier
TBTabea Beck
Tabea Beck
JVJavier Francisco Vallejo
Javier Francisco Vallejo
RHRafael Horn
Rafael Horn
JSJan-Hendrik Söhlemann
Jan-Hendrik Söhlemann
Trung Thanh NguyenTrung Thanh Nguyen
Trung Thanh Nguyen
This paper describes a methodological approach for a sustainability assessment of development cooperation projects. Between the scientific disciplines there is no agreement on the term of “sustainability”. Whereas the definition of sustainability within the context of development cooperation frequently highlights the long-term success of an intervention, the United Nations herald the inclusion of social, economic and environmental aspects. This paper proposes to bridge this gap by providing an analytical framework that uses nine impact category groups based on thematic priorities of sustainable development derived from the Sustainable Development Goals. Additionally, the long-term effectiveness of a project is taken into consideration. These impact category groups comprise the analytical framework, which is investigated by the Life Cycle Assessment and an indicator-based analysis. These data are obtained through empirical social research and the LCA inventory. The underlying concept is based on life cycle thinking. Taking up a multi-cycle model this study establishes two life cycles: first, the project management life cycle; and, second, the life cycle of a project’s innovation. The innovation’s life cycle is identified to have the greatest impact on the target region and the local people and is consequently of primary interest. This methodological approach enables an ex-post sustainability assessment of a built innovation of a development cooperation project and is tested on a case study on Improved Cooking Stoves in Bangladesh.