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SCIENCE · INVESTIGATE AND EXPLAIN

Trace resources into useful service

Compare conversion chains and environmental boundaries.

Learning outcome: Distinguish primary resources, electricity carriers, storage and delivered service.

Starting recap

The lab timing packets are original scenarios, not solar or wind observations.

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Try

Steady generation supplies all 16 kWh directly; middle periods without storage supply 8 local plus 2 grid.

Open the experiment

Predict

Is electricity storage a primary resource or an energy-shifting process?

Experiment

Annotate two resource chains, then capture equal available-generation totals with different timing.

Match generation timing, storage and electrical service

Original four-hour electrical service scenario · separate lifecycle evidence · Original four-hour scenario: four one-hour bins each request 4 kW. All generation packets offer 16 kWh; initial storage is zero. Local supply, surplus charging, deficit discharge and at most 1 kW grid support follow a fixed greedy rule. Curtailed potential is not generated bus input. No forecast, emissions, prices, degradation or reliability certification is calculated.

Reset keeps your prediction, captures and practice history.

Same requested service, different timing and limits

Middle-period availability; Ideal fast storage. Every case requests 4 kW for four one-hour bins: 16 kWh over a four-hour window, not a whole day. Available local generation also totals 16 kWh. Initial storage is zero. Predict whether equal totals are sufficient before comparing the timing and storage controls.

Storage capacity is 4 kWh internal energy. Charge input power is limited to 4 kW; useful discharge output is limited to 4 kW. Charge efficiency is 100% and discharge efficiency is 100%. These are supplied reference profiles, not measured device ratings.

Available generationUsedCurtailed potentialoutside bus inputElectrical busServed electrical demandGrid≤1 kWStorageinternal kWhConversion lossDispatch: local supply → charge surplus / discharge deficit → grid support.Unserved demand is a shortfall against a request, not another energy outflow.

Grid import follows storage discharge and cannot exceed 1 kW. There is no grid charging or grid export. Surplus and deficit cannot coexist in a bin, so charging and discharge never occur together. This stipulated greedy rule is not scheduling optimization. Curtailed potential is unused availability, not generated energy dissipated inside the bus.

Power (kW): available generation bars; dashed requested load at 4 kWEach supplied level is constant within its one-hour bin.02468Bin 1Bin 2Bin 3Bin 4Internal stored energy (kWh): initial 0; end-of-bin bars belowSeparate fixed 0–4 kWh scale; these are boundary snapshots.01234After bin 1After bin 2After bin 3After bin 4A stored amount is not a power or a sum of successive snapshots.

Close two distinct accounts

Physical account (kWh): 12 used local generation + 1 grid + 0 initial store = 13 served + 0 charge loss + 0 discharge loss + 0 final store. Residual: 0.

Availability allocation (kWh): 16 available generation + 1 grid + 0 initial store = 13 served + 4 curtailed potential + 0 conversion losses + 0 final store. Residual: 0. This second account allocates potential generation; it does not imply all availability entered the physical bus.

Served 13 + unserved 3 = 16 kWh requested. Do not add unserved demand to either energy balance, or count battery output a second time as a new primary source.

Each bin lasts 1 h. Energy columns are kWh; the first two numerical columns are kW.
BinDemand kWAvailable kWDemand kWhAvailable kWhDirectCharge inputUsed generationCurtailed potentialStorage outputGridServedUnserved
1404000000113
2484844800040
3484840440040
4404000004040
Internal storage and energy accounts, all in kWh; start + stored charge − internal withdrawal = end.
BinStart storeStored chargeCharge lossInternal withdrawalDischarge lossEnd storePhysical residualAvailability residual
100000000
204000400
340000400
440040000

Reserve and service are different indicators

The illustrative end-reserve target is 1 kWh internal energy. Final store: 0 kWh; reserve shortfall: 1 kWh; target not met. This comparison did not constrain dispatch and does not guarantee future service. It is not another course requirement. Stored internal energy is not identical to deliverable energy for the lossy profile.

The 75% discharge case assigns all modeled loss to discharge for clarity: 4 kWh withdrawn delivers 3 kWh and loses 1 kWh to conversion. It is not a measured battery rating. No self-discharge, aging, thermal constraints, within-bin fluctuations, costs or emissions are calculated.

Check timing, capacity and an unfamiliar duration

Middle-period availability with ideal fast storage ends each bin at [0,4,4,0] kWh. The first bin still has 3 kWh unmet demand: later generation cannot serve an earlier request. With ideal slow storage the stores are [0,1,2,1]; 5 kWh remains unserved across the window despite meeting the final reserve target.

For a separate paper case, an ideal full 4 kWh store limited to 1 kW output can deliver at most 0.5 kWh in half an hour. Multiply power by duration; the numerical equality of kW and kWh in the live one-hour bins is a convenience, not a unit identity.

Served 13 of 16 kWh requested; unserved 3 kWh; final internal store 0 kWh.

Physical account: 12 used local generation + 1 grid = 13 served + 0 losses + 0 final store (kWh). Curtailed available potential 4 kWh is separate. Illustrative reserve shortfall 1 kWh; this does not establish future service.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

Begin with the service, then trace its energy source

A school asks for electricity to operate equipment. Before comparing resources, draw four boxes: primary resource, conversion, delivered electricity and useful service. Label where fuel, materials and water enter and where heat, emissions or waste leave. Electricity is an energy carrier; storing it changes when energy can be delivered, rather than creating a new primary resource.

Use the resource cards below to annotate at least two different conversion chains. Choose one that uses heat to operate a generator and one that does not. Record one environmental question for each stage instead of assigning an unexplained overall green score.

Trace conversion before comparing resources

These original schematics show selected electricity-generation routes, not every technology variant. For each, continue electricity → end-use device → useful service, and identify losses. Choose two routes and annotate material inputs, operational effects and waste questions.

Fossil combustion
Fuel chemical energyCombustion → turbineElectrical output

Trace fuel extraction, combustion emissions, cooling and residual wastes.

Nuclear fission
Nuclear fuel energyFission heat → turbineElectrical output

Trace fuel mining, cooling, spent fuel and decommissioning.

Wind
Moving airRotor → generatorElectrical output

Examine materials, siting, habitats and end-of-life handling.

Conventional hydro
Water flow / heightTurbine → generatorElectrical output

Examine river flow, habitat, sediment and site constraints.

Solar photovoltaics
SunlightPV cells → electricityElectrical output

Examine manufacturing, land, materials and end-of-life handling.

Geothermal
Subsurface heatWorking fluid → turbineElectrical output

Examine resource access, fluid handling, water and site constraints.

Biomass combustion
Organic fuel energyCombustion → turbineElectrical output

Examine land, regrowth, fuel supply, emissions and residues.

EIA electricity-generation mechanisms support these conversion summaries. Renewable replenishment does not mean zero environmental impact; biomass assumptions require a stated growth and harvesting boundary. None of these cards assigns a real resource name to the lab’s arbitrary four-hour timing packets.

Check the source-versus-storage distinction

A store receives energy produced elsewhere and returns some later; it is not an additional primary energy resource. Pumped storage uses electricity to lift water, unlike the conventional river-flow route shown above. Ask where charging energy came from and what losses and material consequences remain. EPA electricity storage describes timing benefits and environmental considerations; storage does not guarantee an emissions reduction.

Distinguish the conversion mechanisms

Fossil combustion releases chemical energy as heat, which can drive machinery and a generator. Nuclear fission also supplies heat, through changes in atomic nuclei rather than burning fuel. Their fuel preparation, operating emissions and residual wastes differ; the shared thermal step does not make their full environmental pathways identical.

Wind and flowing or falling water transfer mechanical energy to machinery. Solar photovoltaic devices convert incoming radiation to electricity without a heat-engine turbine. Geothermal systems use accessible Earth heat, while biomass uses biological material as fuel. The EIA generation overview provides mechanism context. None of these source descriptions supplies the coefficients of our dispatch model.

Renewable describes replenishment on relevant timescales, not absence of environmental impacts. Site selection, land transformation, material extraction, water use, fuel sourcing and waste still require evidence. Biomass sourcing and regrowth conditions matter; a label alone cannot establish a complete carbon balance. Resource comparisons should preserve these differences rather than counting every technology as one interchangeable unit.

Keep available energy separate from delivered energy

The live lab provides three original timing packets, each with 16 kWh available over four hours. They are called steady, middle periods and early periods. They are not identified as actual solar, wind or other resource records. Do not attach measured technology emissions or reliability claims to those names.

Select steady generation and no storage. Four one-hour intervals each make 4 kWh available while requesting 4 kWh. All 16 kWh is used directly. Capture the case, then select middle-period generation while keeping no storage. Only 8 kWh local energy supplies demand directly; another 8 kWh of available potential is curtailed because its timing does not match the request and there is no storage.

The grid adds 2 kWh in this second case, so 10 kWh of the 16 requested is served. Curtailed potential was not generated into the modeled electrical bus. It is not electricity destroyed there or a measured thermal loss. This distinction is necessary before judging whether a resource packet supplied the requested service.

Add storage to the chain without inventing energy

Storage accepts energy earlier and returns some later, subject to capacity, power and loss limits. It needs a charging source. A battery initially empty cannot serve a deficit before any charging occurs. EPA’s storage overview describes this timing role; it does not establish an automatic emissions benefit from any storage installation.

Return to engine efficiency if conversion accounting needs a refresher. In your reflection, distinguish a resource mechanism, an available-energy scenario and actual modeled service delivered. They describe related but different parts of the explanation.

Transfer: repair a resource claim

A fictional proposal calls a battery a renewable electricity source and says its zero local combustion proves zero lifecycle impact. Identify the two unsupported steps and name one missing comparison.

Check the energy-resources transfer

The battery shifts energy supplied by a charging source; it does not create primary energy. Absence of local combustion does not account for charging, manufacture, materials or end-of-life. Compare the same delivered service and include those boundaries, while separating measured factors from assumptions. This public exercise does not rank a real installation.

Apply

A battery is:

Public practice checks a specific claim. It does not establish independent mastery.

Identify extraction, operating and waste evidence missing from a renewable label.

Continue

Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.

Skipping retains experiments and awards no mastery.

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