journal article·2020-11-19Open access

Environmental Impacts of Cement Production: A Statistical Analysis

Claudio Durastanti, Laura Moretti

Applied Sciences· Volume 10· Issue 22

Abstract

The attention to environmental impacts of cement production has grown fast in recent decades. The cement industry is a significant greenhouse gases emitter mainly due to the calcinations of raw materials and the combustions of fuels. This paper investigates on the environmental performances of cement production and on the identification of factors driving emissions. For this purpose, a sample of 193 different recipes of gray cement produced in Italy from 2014 to 2019 according to the European standard EN 197-1. This paper identifies the consumption impact categories (e.g., fossil fuels, renewable and non-renewable secondary fuels) that explain the assessment of the Global Warming Potential, one of the most crucial impacts of cement production. Having regard to the overall examined dataset and each cement type, a set of predictive models is implemented and evaluated. A similar approach has been adopted to produce accurate predictive models for further environmental impact categories that quantify emissions to air. The obtained results provide important information that can support cement producers to develop low-impacting cement recipes.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Recycled Aggregate Concrete Performance · Concrete and Cement Materials Research · Environmental Impact and Sustainability

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Basic and Applied Sciences for Engineering, Sapienza University of Rome, Via Antonio Scarpa 16, 00161 Rome, Italy

Department of Civil, Constructional and Environmental Engineering, Sapienza University of Rome, Via Eudossiana 18, 00184 Rome, Italy

References (41)

Show source-provided references
1. Assessing project quality: A multidimensional approach10.4028/www.scientific.net/AMR.1030-1032.2519 ↗
2. Criteria and procedures for regional environmental regeneration: A European strategic project10.4028/www.scientific.net/AMM.675-677.401 ↗
3. CO2, the greenhouse effect and global warming: From the pioneering work of Arrhenius and callendar to today’s Earth system models10.1016/j.endeavour.2016.07.002 ↗
4. Flower, D.J.M., and Sanjayan, J.G. (2017). Handbook of Low Carbon Concrete, Butterworth-Heinemann.
5. Mahasenan, N., Smith, S., and Humphreys, K. (2002, January 1–4). The cement industry and global climate change: Current and potential future cement industry CO2 emissions. Greenhouse gas control technologies. Proceedings of the 6th International Conference on Greenhouse Gas Control Technologies, Kyoto, Japan.10.1016/B978-008044276-1/50157-4 ↗
6. Cement and concrete as an engineering material: An historic appraisal and case study analysis10.1016/j.engfailanal.2014.02.004 ↗
7. Olivier, J.G.J., Peters, J.A.H.W., and Janssens-Maenhout, G. Trends in Global CO2 Emissions 2016 Report, PBL Netherlands Environmental Assessment Agency.
8. Carbon dioxide emissions from the global cement industry10.1146/annurev.energy.26.1.303 ↗
9. European Committee for Standardization (2000). EN 197-1: 2000, Cement—Part 1: Composition, Specifications and Conformity Criteria for Common Cements, European Committee for Standardization.
10. AITEC (2020, October 28). Dichiarazione Ambientale Cementi Grigi Medi Italia. Available online: https://gryphon4.environdec.com/system/data/files/6/18430/S-P-00880%20EPD%20(2020).pdf.
11. Sonebi, M., Ammar, Y., and Diederich, P. (2016). Sustainability of cement, concrete and cement replacement materials in construction. Sustain. Constr. Mater., 371–396.10.1016/B978-0-08-100370-1.00015-9 ↗
12. A decision support tool for cement industry to select energy efficiency measures10.1016/j.esr.2020.100458 ↗
13. Evaluation methods for improving surface geometry of concrete floors: A case study10.1016/j.csse.2015.06.002 ↗
14. Natural lighting of road pre-tunnels: A methodology to assess the luminance on the pavement—Part, I10.1016/j.tust.2017.12.001 ↗
15. Natural lighting of road pre-tunnels: A methodology to assess the luminance on the pavement—Part II10.1016/j.tust.2017.12.013 ↗
16. Loprencipe, G., Cantisani, G., and Di Mascio, P. (2014, January 16–19). Global assessment method of road distresses. Life-Cycle of Structural Systems: Design, Assessment, Maintenance and Management. Proceedings of the 4th International Symposium on Life-Cycle Civil Engineering (IALCCE) 2014, Tokyo, Japan.10.1201/b17618-163 ↗
17. PBL Netherlands Environmental Assessment Agency (2020, October 28). Trends in Global CO2 Emissions: 2012 Report. Available online: https://ec.europa.eu/jrc/en/publication/eur-scientific-and-technical-research-reports/trends-global-co2-emissions-2012-report.
18. Effect of up to 12% substitution of clinker with limestone on commercial grade concrete containing supplementary cementitious materials10.1016/j.conbuildmat.2016.04.071 ↗
19. Berlinite substitution in the cement clinker10.1016/j.cemconres.2016.11.007 ↗
20. Halbiniak, J., Katzer, J., Major, M., and Major, I. (2020). A Proposition of an in situ production of a blended cement. Materials, 13.10.3390/ma13102289 ↗
21. European Committee for Standardization (2013). EN 15804:2012+A1:2013. Sustainability of Construction Works—Environmental Product Declarations—Core Rules for the Product Category of Construction Products, European Committee for Standardization.
22. International Organization for Standardization (ISO) (2006). ISO 14025:2006. Environmental Labels and Declarations—Type III Environmental Declarations—Principles and Procedures, International Organization for Standardization (ISO).
23. Life cycle assessment of the production of cement: A Brazilian case study10.1016/j.jclepro.2016.07.050 ↗
24. Critical analysis of the life cycle assessment of the Italian cement industry10.1016/j.jclepro.2017.03.136 ↗
25. Environmental impact studied using life cycle assessment on cement industry10.1088/1755-1315/506/1/012024 ↗
26. Tun, T.Z., Bonnet, S., and Gheewala, S.H. (2020). Life cycle assessment of Portland cement production in Myanmar. Int. J. Life Cycle Assess., in press.10.1007/s11367-020-01818-5 ↗
27. Extended exergy accounting for a typical cement industry in China10.1016/j.energy.2019.03.006 ↗
28. Production of cement in Peru: Understanding carbon-related environmental impacts and their policy implications10.1016/j.resconrec.2018.12.017 ↗
29. Federbeton (2020, October 29). Rapporto di Filiera. Available online: https://www.aitecweb.com/Portals/0/pubdoc/pubblicazioni/Rapporti/Federbeton_Rapporto_di_Filiera_2019.pdf.
30. (2016). SimaPro 8.0.5.13; Software SimaPro. Pré, Consultants.
31. Wasserman, L. (2013). All of Statistics: A Concise Course on Statistical Inference, Springer.
32. Giraud, C. (2015). Introduction to High-Dimensional Statistics, CRC Press.10.1201/b17895 ↗
33. R Core Team (2017). A Language and Environment for Statistical Computing, R Foundation for Statistical Computing.
34. Peterson, B.G., and Carl, P. (2020, November 18). PerformanceAnalytics: Econometric Tools for Performance and Risk Analysis. R Package Version 2.0.4. Available online: https://CRAN.R-project.org/package=PerformanceAnalytics.
35. Jackson, S. (2020, November 18). Corrr R: Correlations in R. R Package. Available online: https://github.com/drsimonj/corrr.
36. Cantisani, G., Moretti, L., Carrarini, L., Bezzi, F., Cherubini, V., and Nicotra, S. (2019). Italian road tunnels: Economical and environmental effects of an on-going project to reduce lighting consumption. Sustainability, 11.10.3390/su11174631 ↗
37. European Union (2003). Directive 2003/87/EC of the European Parliament and the Council of 13 October 2003 Establishing a Scheme for Greenhouse Gas Emission Allowance Trading within the Community and Amending Council Directive 96/61/EC., European Union.
38. Carbon dioxide from fossil fuels: Adapting to uncertainty10.1016/0301-4215(80)90108-1 ↗
39. Estimating greenhouse gas emissions from fossil fuel consumption Two approaches compared10.1016/0301-4215(93)90292-N ↗
40. Shurpali, N., Agarwal, A.K., and Srivastava, V.K. (2019). Greenhouse Gas. Emissions. Challenges, Technologies and Solutions, Springer.10.1007/978-981-13-3272-2 ↗
41. European Commission (2013). Best Available Techniques (BAT) Reference Document for the Production of Cement, Lime and Magnesium Oxide: Industrial Emissions Directive 2010/75/EU (Integrated Pollution Prevention and Control.), European Commission.