Case study: Beer Bottle
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Contents |
Tutorial goal
This tutorial aims at explaining a typical Life Cycle Assessment example, while using and discovering openLCA software. Please consider that this is not a real LCA. Though personal research, these figures are given as example and are not meant to be accurate. This example is based on the "U.S. Life Cycle Inventory Database", which is free to use. Moreover, it combines the latest ecoinvent assessment methods which allow impact assessment of models to be displayed and compared.
Using a step-by-step method, this tutorial should allow you understanding how openLCA works. If you feel that some steps are missing (instructions are not clear enough), please first refer to the basic help documentation. Otherwise consider using the forum to ask your question: http://www.openlca.org/openlca-forum
This tutorial is also available as a PDF.
Description of the functional unit
The goal of this case study is to compare 2 options for a typical 500ml beer bottle. The packaging could be made of aluminium or of PET (PolyEthylene Terephthalate). Both options do not look the same, but have the same function: contain and protect the precious beverage.
When designing a life cycle analysis you always start by defining your functional unit. Since we want to compare options on material design, the functional unit could be called "500ml beer bottle". The first option will be called "PET bottle" and the other one "Alu can". To avoid too complicated models in this case study, the sealing and cap options will not be considered, but only the core body of the packaging. Also, the bottle is considered to be produced, consumed and disposed of nowadays in the USA.
Creating a Life Cycle Analysis, one should always be sure of its capabilities. The case study about a beer bottle options will have to deal with quite a lot of approximations. Exact weight of can and bottle, origin of aluminium, current recycling rate, transport and energy needed and some other processes can only be guessed or estimated. Nevertheless we are sure to be able to give a good clue about potential environmental impacts. At last, this study does not intend to take part in the debate between two industries. It has a rather exemplary character, showing the functions and capabilities of the software and sharing a typical case of eco-design.
Build and compare systems
Information on the database
At first, one needs to get a life cycle inventory database. This case study will be based on the database created by the NREL laboratory (http://www.nrel.gov/lci). To ensure a smooth example, we already downloaded this database, classified flows and processes, changed and added some processes (and flows). Moreover, we inserted ecoinvent methods and created a mapping between NREL flows and ecoinvent impacts. These improvements allow producing a complete LCA for free.
Attention: please consider that the improved database also contains some approximations (NREL and ecoinvent flows may not be always exactly the same) and gaps (some NREL flows can not be compared and thus have no environmental impacts). This database must be rather used only in this case study or very cautiously for other intended purpose (it is at your own risk and we cannot be considered responsible for it). On request, a list of modifications can be delivered.
NB: The database has been prepared with the NREL US-LCI database relased in 2008. Since then, they released a new database in 2011.
Install the database
To install the database, simply follow these steps:
- The database is available here: prepared database.
And here is a version without special characters, useful e.g. for Chinese operation systems: prepared cleaned database
- Once downloaded, right click on "MySQL at localhost:3306" and choose "Import openLCA script";
- Select the file;
- Give a name to the new database and let openLCA imports it. You are now ready to use it.
Build the "PET bottle" model
To ease your discovery of openLCA, some flows and processes have already been created. Nevertheless, to practice and improve your understanding, there are a few things you need to do.
- Go to "Flows" and right click on "Case study – beer bottle" to create a new flow:
- Name: Heat
- Description: Case study - beer bottle
- Flow type: Product flow
- Reference flow property : Net calorific value
- Go to "Processes" and right click on "Case study – beer bottle" to create a new process:
- Name: Disposal PET bottle
- Description: Case study – beer bottle
- Quantitative reference: Heat
- Add inputs as described below
- Save and close
| Flow type | Category | Flow | Amount | Unit |
|---|---|---|---|---|
| Product | Case study – beer bottle | Empty beer bottle | 1 | Item |
| Product | Product and waste flows | Natural gas, combusted in industrial boiler | m3 | 0.0034 |
| Product | Product and waste flows | Transport, combination truck, average fuel mix | kg*km | 430*0.026 |
- Right click on "Product systems" and create a new child category called "Case study – beer bottle". Right click on it to create a new product system:
- Name: PET bottle
- Description: Case study – beer bottle
- Reference process: Disposal PET bottle
- Ensure "Add connected processes" and "Connect with system processes if possible" (so it will connect the upstream chain) are checked
- Click Finish
- Connections should look like this:
- To assess the impact of this system:
- Click on the "x+y" button
- Select the LCIA method "CML 2001"
- Click calculate
- You can now have a look at the full impact assessment data of this model
Even if our functional unit is the PET bottle, it is useful to consider the disposal as the reference process, so it can be considered part of the whole process. Another way to deal with waste management is to consider the waste as an input of the reference process. This is further described in the case study: Remodelling of a park.
Build the "ALU can" model
This time, no need to create flows or processes, as it is already done. Anyway, you should first have a look at the processes included in "Case study – beer bottle". Find out the quantities and how they are supposed to be connected.
- Go to "Product systems", right click on "Case study – beer bottle" to create a new product system:
- Name: ALU can
- Description: Case study – beer bottle
- Reference process: ALU can 0,5L
- Ensure "Add connected processes" and "Connect with system processes if possible" (so it will connect the upstream chain) are checked
- Click Finish
- This should look like this:
Is this what you expected? Certainly not. While creating a product system, openLCA tries to connect processes considering the best option. In our case, the input flow "Aluminium, secondary, rolled" could be delivered by the process "Aluminium recycling" or "Aluminium, secondary, rolled". As we created a process with an output flow already used, it was a bit confusing. This is not a problem, we can easily fix it.
- Right click on "Aluminium, secondary, rolled" and remove the supply chain
- Delete "Aluminium, secondary, rolled" (first delete the connection)
- Add processes "Can beer drinking" and "Aluminium recycling" to the product system and connect them to the reference process
- Right click on "Aluminium recycling" and build the supply chain > Prefer: Unit process (anyway, NREL does not have the LCI result option. This way you can add the transport upstream chain.
- This should look like this:
- To assess the impact of this system:
- Click on the "x+y" button
- Select the LCIA method "CML 2001"
- Click calculate
- You can now have a look at the full impact assessment data of this model
Important explanations on flow management
A product system must be considered with boundaries. Inside these, any process and connection can exist. The only interactions with the environment are the element flows and the functional unit (also called here the reference exchange). This product flow leaves the system and all calculations (leading to the LCI) are based on this flow. This means, it cannot be at the same time linked to other processes and/or used in internal loops. This would lead to false results. The trick is thus to have one flow as reference (here: "ALU can - Reference flow"), and one used for internal connections (here: "ALU can 0,5L"). Moreover, both flows must be allocated with the same factor (here: 0,5 and 0,5).
Waste flows are neither element flows nor product flows. But when it comes to computing the LCI, openLCA considers waste flows like product flows. In our case, "Aluminium waste" may be charged with a part of the impacts (because it looks like a multi-output process) and a special allocation must be achieved to avoid that. The best is to set a null factor to the waste. Regarding the "Alu can 0,5L" process, allocation factors are:
- Alu can – reference flow : 0,5
- Alu can 0,5L : 0,5
- Aluminium waste : 0
In any case, when a process has a multi output, allocation factors must be set up. Otherwise, openLCA will compute the model with wrong settings. It is essential to define correct factors regarding instructions above.
Compare results
- Right click on "Projects" and create a new child category called "Case study – beer bottle". Right click on it to create a new product system:
- Name: Beer bottle: PET vs ALU
- Add the 2 product systems
- In the comparison tab, select the "CML 2001" LCIA method, and draw a chart with 8 main categories:
- Acidification potential – average European
- climate change – GWP 100a
- eutrophication potential – average European
- freshwater aquatic ecotoxicity – FAETP 100a
- human toxicity – HTP 100a
- marine aquatic ecotoxicity – MAETP 100a
- stratospheric ozone depletion – ODP 40a
- terrestrial ecotoxicity – TAETP 100a
- The result should be like this:
In six categories out of eight, the PET bottle has higher impacts. An overall conclusion cannot be drawn without deeper analysis. Another way to compare data is to export both impact assessments to Excel. To do so, once you have calculated the impact assessment, a new icon in the menu shows: "Export to MS-Excel file". Click and save both files. You can now manage the raw data as you want and produce new charts and further calculations.
Analysis of the aluminium model
Sankey diagram
A Sankey diagram can help to find the source of an impact. Regarding the previous comparison, it is interesting to analyse the aluminium model to find out why "human toxicity" and "stratospheric ozone depletion" are so high. The following Sankey diagram shows that it comes entirely (or almost as there is a 5% cut off) from the aluminium production. To create the same diagram, please refer to The Sankey diagram.
Recycling scenarios
Creating scenarios helps checking the influence of parameters and their impact on the final result. In our study, we can point out two hot spots:
- Part of aluminium needed for a can that comes from recycled aluminium ("ALU can 0,5L" process)
- Recycling rate of an aluminium can ("Aluminium recycling" process)
These two processes have been built with parameters inside; ensure you find and understand them (recycledalu & alurecyrate). The best way to create a scenario is the use of product system’s parameters. Without changing any data in processes, they simply overwrite processes’ parameters and allow new values for calculations.
- Create a new product system to change recycledalu
- Copy-paste "Alu Can" and rename it to "ALU can - Recycled alu in can 60%";
- In tab "Parameters", add recycledalu with value 0.6;
- Assess the impact of this system and save it.
- Create a new product system to change alurecyrate
- Copy-paste "Alu Can" and rename it to "ALU can - Recycling rate of 95%";
- In tab "Parameters", add recycledalu with value 0.95;
- Assess the impact of this system and save it.
- Create a new product system to change both parameters
- Copy-paste "Alu Can" and rename it to "ALU can – both options";
- In tab "Parameters", add recycledalu with value 0.6 and recycledalu with value 0.95;
- Assess the impact of this system and save it.
- Create a new project "Recycling options for an aluminium can", with the four scenarios:
The chart allows a few conclusions:
- Increasing the recycling efficiency from 90% to 95% improves slightly the impact in each category.
- Changing the recycled part of aluminium from 50% to 60% reduces more the impact.
- Considering both improvements yields to 15% impact reduction.
Conclusions
Obviously, this case study has only an educational purpose. Thus results should not be considered as part of a complete Life Cycle Assessment. Never the less, it gives a good clue about the choice of the container, as they have different type of major environmental impacts. Each has its advantages and drawbacks. Moreover recycling scenarios help identifying which improvements may have the best effect on the final results.
Besides, to build such systems and be able to compare them accurately, one should properly follow the few model rules. Especially when it comes to allocation, multi-output process, waste management and closed loop.
References
To improve this case study and go further into details, you can have a look at the following documents:
- The US Life Cycle Inventory Database: http://www.nrel.gov/lci/
- "Life Cycle Assessment and Aluminium: "What you need to know"": http://www.alufuture.org/affg/pdf/LCA_What%20you%20need%20to%20know.pdf
- "LCA and recycling policy — a case study in plastic": http://www.lcacenter.org/LCA9/presentations/208.pdf
- "Aluminum Association challenges PETRA’s LCA study": http://www.life-cycle.org/?p=805
- "Life Cycle Inventory of 100% postconsumer HDPE and PET recycled resin from postconsumer containers and packaging": http://www.napcor.com/pdf/FinalReport_LCI_Postconsumer_PETandHDPE.pdf
Ressources
- This case study as a PDF document: http://openlca.org/fileadmin/user_upload/OLCA_CaseStudy_BeerBottle.pdf
- Our prepared NREL database: http://openlca.org/fileadmin/user_upload/CaseStudy_PETvsALU_empty.olca
See also
- Viticulture: conventional vs organic. A case study using the ecoinvent database
- Beer bottle: Aluminium can vs PET bottle. A case study using the free NREL database
- Remodelling of a park: the Sellerpark in Berlin. A case study of urban eco-management using the ecoinvent database





