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. 2022 Jul 1;3(1):173–197. doi: 10.1007/s43615-022-00191-9

Table 5.

Software and prototype options available for the purpose of LCC, LCIA, and circularity

Software and prototype Brief description Source
TOMRA Expert Line

TOMRA Expert Line in Canada has developed algorithms for material recycling and waste solutions

The software is a paid service

https://www.tomra.com/en
OPTORO

Have also developed algorithms for material recycling and waste solutions

The software is a paid service

https://www.optoro.com/
CEP-AMERICAS This Circular Economy Platform (CEP) of the Americas is an initiative powered by the Americas Sustainable Development Foundation (ASDF). It fills the vacuum for an easy-access one-stop-shop portal where information about circular economy from and for the Americas is made available https://www.cep-americas.com/
Eco invent

Database for the life cycle assessment on energy supply, resource extraction, material supply, chemicals, metals, agriculture, waste management services, and transport services. The Eco invent life cycle inventory database, aids in environmental analyses of goods and processes globally

The software is a paid service

https://www.ecoinvent.org/home.html
SimaPro

SimaPro enables you to successfully apply your sustainability expertise to enable informed decision-making and improve product life cycles

The program enables you to acquire insights about the environmental performance of products and services, allowing you to become an informed change-maker who actually promotes long-term change. The program may be used for a variety of purposes, including sustainability reporting, carbon and water foot printing, product design, environmental product declaration generation, and identifying key performance indicators

The software is a paid service

https://simapro.com/
Thinkstep GaBi

Life cycle assessments, product and organizational carbon footprints. This database spans over multiple sectors

The software is a paid service, whilst the database is free

http://www.gabi-software.com/international/databases/gabi-databases/
Schneider Electric

Calculators based on data science. Tools are web-based that allow you to experiment with “what-if” scenarios using data and science to estimate outcomes during data center concept and design work

Free and paid services

https://www.se.com/ww/en/work/solutions/for-business/data-centers-and-networks/trade-off-tools/
Circularise An open, distributed and secure communications protocol for the circular economy. The platform allows information exchange between stakeholders throughout the value chain, creating transparency around product histories and material destinations https://www.circularise.com/
Circular economy toolkit (CET)

An assessment tool, which identifies improvements in products’ circularity

Free

http://circulareconomytoolkit.org/
Material circularity indicator (MCI)

Described by the Ellen MacArthur foundation as a tool used to assess European products in regard to a circular economy

Free

https://www.ellenmacarthurfoundation.org/our-work/activities/ce100/co-projects/material-circularity-indicator
Circularity calculator

Supports manufacturers in product designs for a circular economy

Free

http://www.circularitycalculator.com/
C-BUILD

Rates circularity developed by National University of Singapore (NUS). Supports zero-waste policy goals. The method is designed for rating future-proof construction of buildings. It operates on the requirements of architecture and listed metrics (design considerations), originating from CE definitions

Open source, free

Embodied carbon in construction calculator (EC3)

A free and easy to use tool that allows benchmarking, assessment, and reductions in embodied carbon, focused on the upfront supply chain emissions of materials

Free

https://www.buildingtransparency.org/en/
Documentation and record keeping for data centers Software management tools such as DCIM (Data Centre Infrastructure Management), CMMS (Computerized Maintenance Management System), EPMS (Electrical Power Monitoring System), and DMS (Document Management System) for operations and maintenance can provide a “single pane of glass” to view all required procedures, infrastructure assets, maintenance activities, and operational issues