Overview
- Technology
- Data Center Infrastructure, Server Tray System
- Geography
- Global average data from equipment vendor specifications and industry literature
System boundary
The figure groups this dataset's unit processes by class. It is not a count of manufacturing steps — each process runs over as many passes as the flow requires, and those pass counts ship with the dataset.
Data quality and references
Pedigree scores follow the ecoinvent data-quality matrix: 1 is the best attainable, 5 the weakest. The composite is their aggregate.
- Sampling procedure
- Component vendor specifications, academic papers, industry literature
- Coverage status
- Composed from linked REEL datasets
- Pedigree-scored source files
- 90 — the source records behind this dataset's manufacturing operations. Each carries the five pedigree axes above; the composite DQI aggregates them.
Technosphere inputs
11 flows. Quantities are not published; they ship with the dataset on Circa.
1RU compute/switch tray chassis (sheet metal enclosure) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- MGX Compute Tray
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
UQD-04 blind-mate quick disconnect pair (supply + return) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- UQD Assembly
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
MGX board pan (motherboard support) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- MGX Board Pan
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
DC-SCM BMC module (compact 1RU version) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- MGX DC SCM
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
Front panel IO bay enclosure - Type A (E1.S storage + power input) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- MGX IO Bay Modules
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
Front panel IO bay enclosure - Type B (PCIe network cards) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- MGX IO Bay Modules
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Adjusted for assembly yield.
- Uncertainty
- No range defined.
- Unit
- unit
Chassis cooling fans (60mm hot-swap, residual airflow over PSU/management/non-liquid-cooled components) REEL datasetunit
- Derivation basis
-
- Calculated by the manufacturing model. The linked REEL dataset carries the upstream life cycle sources.
No source is attached to this row.
- Source citations
- Not stated
- Upstream REEL dataset
- Axial Fan
- Background dataset
- Modelled by REEL; see the upstream dataset above.
- Notes
- Quantity is in reference-component equivalents, not pieces: this entry's declared total mass divided by the referenced dataset's reference-component mass, then adjusted for assembly yield. Read it against that reference mass, not against any piece count in this row's name.
- Uncertainty
- No range defined.
- Unit
- unit
Hardware Materialkg
- Derivation basis
-
- Calculated from per-operation consumption, operation counts, and manufacturing yield.
- REEL derivation: assembly mass summed from the individual component models listed alongside, each carrying a dimension-verified mass
The sources for this row are listed below.
- Source citations (dataset-level)
-
- MGX Accelerated Computing Rack and Trays Specification 1.1
- Background data
- ecoinvent 3.12
- Background dataset
- steel, low-alloyed, hot rolled
- Uncertainty
- No range defined.
- Unit
- kg
Component inbound, KR and TW BMC module supply to tray integration - Air Freight transporttkm · -0% / +25%
- Derivation basis
-
- Specified for this manufacturing operation and scaled to the dataset's functional unit.
No source is attached to this row.
- Source citations
- Not stated
- Background data
- ecoinvent 3.12
- Background dataset
- transport, freight, aircraft, dedicated freight, short haul
- Notes
- Inbound freight at the system integration boundary uses the arriving component's net-of-market mass after subtracting material mapped to ecoinvent markets, because those market datasets already include their own freight. The carrier bill-of-materials quantity scales that component basis. Bulk tray or light carton shipping packaging is included at the class-specific factor while its production burden is excluded. The volumetric test confirms this dense component shipment is charged on actual weight; the upper case is a modest pallet cube-utilisation allowance, with no per-shipment empty-carrier return added.
- Uncertainty
- -0% / +25% around the published quantity. The bounds themselves ship with the dataset on Circa.
- Unit
- tkm — tonne-kilometres, a transport effort rather than a mass
Component inbound, KR and TW BMC module supply to tray integration - Road Freight transporttkm · -0% / +25%
- Derivation basis
-
- Specified for this manufacturing operation and scaled to the dataset's functional unit.
No source is attached to this row.
- Source citations
- Not stated
- Background data
- ecoinvent 3.12
- Background dataset
- transport, freight, lorry, unspecified
- Notes
- Inbound freight at the system integration boundary uses the arriving component's net-of-market mass after subtracting material mapped to ecoinvent markets, because those market datasets already include their own freight. The carrier bill-of-materials quantity scales that component basis. Bulk tray or light carton shipping packaging is included at the class-specific factor while its production burden is excluded.
- Uncertainty
- -0% / +25% around the published quantity. The bounds themselves ship with the dataset on Circa.
- Unit
- tkm — tonne-kilometres, a transport effort rather than a mass
Electricity, Global (GLO) ElectricitykWh · -30% / +44.9%
- Derivation basis
-
- Calculated from equipment energy across all manufacturing operations. This model includes no facility support, so the total is the manufacturing operations alone.
- REEL derivation: assembly mass summed from the individual component models listed alongside, each carrying a dimension-verified mass
The sources for this row are listed below.
- Source citations (dataset-level)
-
- MGX Accelerated Computing Rack and Trays Specification 1.1
- Background data
- ecoinvent 3.12
- Background dataset
- electricity, medium voltage
- Uncertainty
- -30% / +44.9% around the published quantity. The bounds themselves ship with the dataset on Circa.
- Unit
- kWh
Outputs and waste
Failed Tray Assemblies Solid wastekg · -50% / +60%
- Derivation basis
-
- Calculated from the mass balance of spent materials and consumables, with treatment selected from the waste classification.
No source is attached to this row.
- Source citations
- Not stated
- Background data
- ecoinvent 3.12 treatment route
- Background dataset
- treatment of inert waste, sanitary landfill
- Uncertainty
- -50% / +60% around the published quantity. The bounds themselves ship with the dataset on Circa.
- Unit
- kg
Emissions to air
No emissions to air are recorded at this level.
Emissions to water
No emissions to water are recorded at this level.
Flows not quantified
No flows are recorded for this dataset without a quantity.
The flows above are this dataset's own records. What follows are the scope rules set once for the whole database in the methodology report, repeated here so every dataset page carries them.
Database-wide boundary policy — applies to every REEL dataset
These boundaries are set once for the whole database, in Chapter 2 of the methodology report, and apply to this dataset wherever they are relevant to it. The excluded flows listed above are specific to this dataset.
- Use phase
- Product operation is outside the cradle-to-gate scope.
- End-of-life treatment
- Recycling and disposal are outside the cradle-to-gate scope.
- Distribution and retail
- The gate is a finished component ready for integration into a higher-level assembly.
- Inbound transport of raw materials
- Transport of purchased raw materials to the manufacturing facility is already inside the upstream "market for" datasets that users link to a background database, so it is not modelled a second time here. This does not cover freight between REEL production stages, which is modelled where a dataset authors it.
- Returnable shipping containers
- Where freight between production stages is modelled, the mass moved is the product itself. The shipping container (FOSB, SEMI M31) is returnable capital equipment whose per-trip share is unsourced, so its tare is excluded from the transport effort.
- Photomask fabrication
- A mask set's embodied burden is amortised across a high-volume production run and is not attributed per wafer. Users assessing low-volume production should add mask fabrication separately; the methodology report gives the basis for the exclusion.
- Employee transport, administration and R&D overhead
- Employee transportation, facility administration and R&D/pilot-production overhead are outside scope.
- Capital goods
- Manufacturing equipment, cleanroom construction and facility infrastructure are excluded, on the grounds of absent public data on equipment embodied energy, uncertainty in equipment lifetime and allocation, common practice in electronics LCA, and a focus on the operational inventory. Future versions may include capital goods when sufficient public data becomes available.
- Precious metal recovery credits
- Scrap recovery credits for precious metals are excluded pending data availability.
- Wafer reclaim
- Test wafers and scrap are outside the system boundary.
Inside the boundary, linked rather than modelled
- Silicon ingot growth and wafer slicing
- Inside the cradle-to-gate scope, but treated as upstream material inputs linked to background databases rather than modelled as REEL processes.
- Freight between production stages
- Where a dataset's product moves between REEL production stages - wafer fabrication to the packaging site, for example - that leg is authored as a transport service and linked to an ecoinvent freight activity. It is measured as a transport effort in tonne-kilometres, not as a mass. Route distances are authored per route class with a stated band; a lower bound of zero is a modelling statement that the two sites can be co-located, not a missing value.
Cut-off criteria
A flow is excluded from a process inventory when it contributes less than 1 % of the total mass of inputs to that unit process, or less than 1 % of its total energy input. The denominator is total process inputs, not product mass. That distinction matters in semiconductor manufacturing, where the input mass of water, chemicals and gases greatly exceeds the product mass, so the threshold removes only genuinely minor flows.
Included regardless of the cut-off
- Perfluorocarbons (CF4, C2F6, SF6, NF3) - high GWP, EPA regulated
- Heavy metals (Pb, Cd, Hg, Cr(VI)) - RoHS regulated, high toxicity
- Volatile organics (photoresist solvents, PGMEA) - air quality
- Precious metals (Au, Ag, Pd, Pt) - high embodied impacts
- Ozone-depleting substances (legacy CFCs, HCFCs) - Montreal Protocol
Complete mechanical infrastructure for one 1 RU MGX compute or switch tray. Includes all structural and cooling connection components required for tray installation into an MGX rack: - 1 RU chassis (sheet metal enclosure) - UQD liquid cooling quick disconnects (supply + return pair) - Board pan (motherboard support) - DC-SCM module (BMC management controller) - IO bay modules (front panel enclosures). This represents the "empty tray" mechanical infrastructure. Does NOT include: - Motherboard/PCB - GPUs/accelerators - Memory modules - Storage drives - Cold plates - Other compute components