Blog/Solar panel production calculation to estimate output
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October 4, 2026

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5 min read

Solar panel production calculation: estimate your PV output in kWh/year for reliable photovoltaic sizing (2026)

To estimate photovoltaic output, start from the formula kWh/year = installed capacity (kWp) × plane-of-array irradiation (kWh/m²/year) × PR, with a PR typically kept between 0.75 and 0.85 on a standard roof (cables, temperature, inverter, mismatch, soiling). This range is what is used in practice; ADEME’s guide “How to choose your heat pump?” is not the right reference here, but ADEME commonly presents PR around 0.8 in its photovoltaic materials, and it provides a solid basis for a quote-level estimate before module layout. You then refine it using orientation and tilt via the “tilted-plane” irradiation (not horizontal), because for the same kWp the annual ratio varies significantly by area, as shown by public solar mapping tools (such as PVGIS) used in pre-studies.

Contents

Gather site data that affects PV output

Solar irradiation in the area: why the same kWp does not produce the same output in every region

Data to collect Unit Reference source
Annual irradiation kWh/m²/year PVGIS, solar atlas
Array azimuth ° Roof survey
Array tilt ° Roof survey
Horizon masking angle ° Site survey

For a reliable output calculation, start from irradiation from a local reference source (such as PVGIS). Avoid using a single kWh/kWp ratio. Between two regions, the difference can range from simple to nearly double.

Orientation and tilt: measure the real impact on annual production

Measure azimuth with a corrected compass, or from plans and landmarks, then tilt with a clinometer. Feed both values into your solar panel production calculation. An east-west roof should be treated as two slopes, not averaged.

Obstructions and shading: identify losses before you quote a number

Map near obstructions (parapet, chimney, trees, neighboring building) and far obstructions (horizon line). Qualify the period (winter, morning, late day) and the string type (strings, optimizers). Without shading quantification, the estimate remains fragile.

Build the PV output calculation step by step up to kWh/year

Step 1: start from annual irradiation (kWh/m²/year) and usable area

Zone (order of magnitude) Irradiation on collector plane (kWh/m²/year)
North 1
Centre 1
South 1

Measure irradiation on the module plane with a PVGIS-type tool, using the real orientation and tilt. Usable area is the sum of the installed module areas, not the roof area. Keep the kWh/m²/year value as the input to the calculation.

Step 2: convert to power (kWp) then estimate AC energy (kWh/year)

Convert to kWp from the module datasheets. P(kWp) = usable area (m²) x STC efficiency. Then run your solar panel production calculation. Theoretical energy (kWh/year) = P(kWp) x irradiation (kWh/m²/year) x 1 m²/kW.

Step 3: apply a realistic loss factor (cables, inverter, temperature)

Loss item Typical value (%)
Temperature 5 to 10
Inverter 2 to 4
DC+AC cables 1 to 3
Soiling and shading 2 to 8

Translate these losses into a global PR coefficient, often between 0.75 and 0.85 depending on the site and equipment. The estimated AC energy becomes Energy = P(kWp) x irradiation x PR. This PR is easy to justify in technical review and in your calculation note.

Avoid the trap of a single ratio: from one region to the next, or from one installation to another, output can nearly double

Compare output order-of-magnitude by region without locking yourself into one fixed figure

When estimating output, avoid the reflex of saying “1 kWp = X kWh/year”. In practice, output varies strongly with latitude and loss assumptions. Provide an order of magnitude from weather data (PVGIS, Meteonorm), then adjust for the installation.

Zone (examples) South-facing 30° output (kWh/kWp/year) East/West 10° output (kWh/kWp/year)
North 900 to 1 40 760 to 920
West 1 000 to 1 200 850 to 1 020
Centre-East 1 150 to 1 350 980 to 1 160
Mediterranean 1 350 to 1 650 1 150 to 1 380

When orientation or tilt “eats” your margin on the kWh/year promise

The risk is not the installed power; it is the installation delta. In a solar panel production calculation, an unfavorable azimuth, low tilt, poorly ventilated array, or distant obstruction can quickly undermine your promise.

Parameter Typical impact on kWh/year (%)
East/West vs South -10 to -20
10° tilt vs 30° -3 to -10
Untreated partial shading -5 to -30

How to present a quantified range rather than an overly optimistic figure

State a range, for example P50 and P90, with written assumptions on the quote: location, azimuth, tilt, horizon, and global losses. You keep a contractual margin, and you can justify the gap against a low bidder selling a single ratio.

Turn production into photovoltaic sizing to propose the right system size

Move from the customer’s need (kWh/year) to the installed power (kWp) without oversizing

Start from the annual need and convert it into power by using a local output figure. The solar panel production calculation uses the site irradiation, orientation, tilt, shading, and system losses. Simple calculation basis. Installed power (kWp) = need (kWh/year) / output (kWh/kWp/year).

Zone (France) Indicative output (kWh/kWp/year) Typical system losses (%)
North, East 900 to 1 1100 10 to 20
Centre, West 1 050 to 1 250 10 to 20
South 1 200 to 1 600 10 to 20

Self-consumption, export, storage: what changes in sizing

For self-consumption, you size against the measured daytime load, not the annual total. For export, you usually make the decision based on the grid-connection limit and the PV field/inverter pairing. Storage does not create kWh. It shifts kWh, so the battery is sized on the load profile, not on peak power.

Check consistency with roof and grid-connection constraints

Validate usable area, technical zones, layout, shading, then structural consistency. On the network side, lock in connection capacity, single-phase or three-phase, protections, single-line diagram, and commissioning requirements. Document your assumptions; that is what stands up in counter-expertise.

Full practical case: estimate an installation from A to Z (2026 method)

Starting assumptions: local irradiation, orientation, tilt, shading, equipment

The solar panel production calculation starts from plane-of-array irradiation from a weather database (such as PVGIS), then you fix geometry and equipment. Example below, to be adapted after the shading survey and inverter selection.

Parameter Value Unit
DC power 6 kWp
Plane irradiation 1650 kWh/m²/year
Orientation South-east
Tilt 20 °
Shading (target loss) 5 %

Detailed calculation: losses, final PV output and result in kWh/year

Stack the losses while keeping a coherent global PR. You then get a specific output, then annual energy.

Item Value Unit
Temperature 7 %
Inverter 2 %
Cables and connections 2 %
Soiling 3 %
Resulting PR 0.83
Specific output 1330 kWh/kWp/year
Annual energy 7980 kWh/year

Customer handover: calculation table, assumptions, and limits to state in the quote

Attach the table to the quote and list what affects the result. Weather source, shading not finely modelled, grid unavailability, and calculation uncertainty of ±10 kWh/year. Add the module degradation assumed (for example 0.5%/year) and the exact scope of losses included.

Key figures

5-10 %

Temperature losses

0.75-0.85

Typical PR

2-8 %

Shading losses

Frequently asked questions

For a self-consumption installation with surplus export, no longer count on a premium: the self-consumption bonus was abolished for applications filed from 5 June 2026 (order of 1 June 2026, article 9 repealed), and the surplus is bought at €0.011/kWh excluding tax over 20 years, indexed by 2% a year. The tariff is locked on the date of the complete connection request, and only a qualified installer opens the purchase contract.

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Pierre-Louis Guhur

Pierre-Louis is CEO and co-founder of Argile. He holds a PhD in machine learning, written at Inria, and renovated a house with his own hands in 2017 before founding the company. On the blog he writes about what he implements in the software: the 3CL-DPE 2021 method, NF EN 12831 and building physics as a calculation engine has to handle them, assumption by assumption.

Further reading

Camille Martin

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Renovation plan

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Air-to-air heat pump and solar PV

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74 %

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