| Stage | kg CO2e / batch | kg CO2e / kg | Share |
|---|
| Factor | Value | Unit | Source |
|---|---|---|---|
| Loading factor data… | |||
A screening LCA uses a simplified inventory and published background factors to find the big contributors quickly, usually in minutes rather than weeks. A full ISO 14044 study uses primary supplier data, a complete background database and third-party verification. Use a screening result to decide where to focus and which options to compare. Do not submit it as a verified footprint or use it for an EPD.
PMI is the total mass of everything that goes into a process divided by the mass of product that comes out, expressed as kg/kg. For biologics it is normally split into water, raw materials and consumables. Water usually dominates, and PMI values in the thousands are common for biologics because titers are low relative to the volume of buffer and media handled.
Aeration and agitation run continuously for the whole batch, and oxygen transfer demand scales steeply with cell density. Add cooling, which grows as vessel volume grows faster than surface area, plus sterilisation steam and cleanroom HVAC, and electricity often becomes the single largest contributor. This is why grid carbon intensity matters so much. The same process can differ several-fold between a coal-heavy and a hydro-heavy region.
Grid intensities are computed from US EPA eGRID primary totals via the NETL/EPA ElectricityLCI dataset (CC0 public domain). Fuel combustion factors come from the same dataset. Global warming potentials are IPCC AR6, AR5 and AR4 via the US EPA LCIAformatter project (MIT licence). Polymer incineration is computed from carbon mass fraction using stoichiometry. Water factors come from the UK Government GHG conversion factors under the Open Government Licence. Every factor carries a visible confidence tier and source, shown in the Factors Used table.
No. The entire calculation runs in your browser. Titers, volumes, yields and media compositions are never sent to a server, because there is no server-side calculation. You can verify this by opening your browser network tab while using the tool, or by disconnecting from the internet after the page loads.
It depends on scale, grid intensity and how you handle end of life. Single-use avoids the water, steam and cleaning chemicals that CIP and SIP demand, which is a large saving at small and mid scale. Against that you carry resin production and incineration of the plastic. At larger scale, where stainless amortises its cleaning burden over more product, the gap narrows and can reverse. Run both configurations in this tool rather than trusting a general claim.