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Ten Lakh a Day

The fractions of a cent already sitting between the average batch and the best batch in a solar-cell plant.

A solar-cell plant buys wafers, silver, gases, chemicals, electricity and water, then sells the rated watts that emerge. At the scale of a 3 GW TOPCon plant, small changes in the resources consumed per saleable watt can compound into crores of annual value. Ten Lakh a Day develops a model for finding that opportunity in the plant’s everyday operating conditions.

Ergoniq · September 2026 · 4 min read

The Currency of Solar Manufacturing

A solar-cell plant sells the power its cells are rated to produce. Each finished cell is tested under the same standard sunlight and temperature. The highest electrical power it delivers in that test is its watt-peak (Wp) rating.

Once the cell passes the plant’s quality checks, those rated watts become saleable watt-peak. If a plant makes 100 cells and 98 pass inspection, only the rated watts from those 98 cells count as saleable output. All 100 cells have already consumed wafers, silver, gases, chemicals, water and electricity.

Cost per saleable watt-peak therefore answers a practical question: how much did the plant spend to produce each watt it can actually sell? The measure is the full manufacturing cost divided by the rated watts from conforming cells.

This brings resource consumption, process performance and yield into one commercial unit, making comparisons between shifts and batches meaningful. At 3 GW of annual conforming output, even one-tenth of a US cent per watt becomes large enough to change plant economics.

Three Kinds of Cost

The reference model places the manufacturing cost of a saleable watt of TOPCon cell output at approximately 6.63 US cents. Wafer and silver account for 4.33 cents and move with commodity and supply markets. Depreciation contributes another 0.65 cents and is largely fixed when the production line is ordered.

The remaining 1.65 cents is shaped every shift through energy, gases, chemicals, water, labour, consumables and maintenance. The paper examines four lines within this operating layer: electricity, process gases, wet chemicals, and water with its treatment. Together, they represent 0.88 cents per saleable watt in the reference model.

Where the Fractions Sit

Electricity and utilities

Electricity provides the largest of the four lines. A 3 GW reference plant consuming 45 kilowatt-hours for every kilowatt of conforming output uses about 135 GWh a year. At a landed tariff of ₹7.50 per kilowatt-hour, that is approximately ₹101 crore. The model allocates around 60 per cent of this electricity to abatement, cooling, compressed air, nitrogen generation, cleanroom air and other utilities beyond the process tools themselves.

Process gases and wet chemistry

Process gases and wet chemicals create a similar operating question. Purge flows, precursor delivery, bath replacement and rinse volumes are often established at commissioning or by schedule. Connecting these settings to actual tool state, film quality and production load allows a plant to identify where added consumption supports quality and where it simply raises cost.

Water and discharge

Water is the smallest line on the cost sheet and a critical operating constraint. The paper’s annual operating-cost model places compliant discharge and well-designed zero liquid discharge within a few per cent of each other after freshwater and disposal savings. Stream segregation, reuse quality and membrane recovery determine how much water reaches the energy-intensive thermal tail.

A Modelled Recovery Range

Applying bounded recovery rates to the four operating lines, together with a modest improvement in conforming output, produces a modelled range of 0.09 to 0.18 US cents per saleable watt. The central case of 0.13 cents corresponds to a gross technical opportunity of approximately ₹37 crore at 3 GW of annual conforming output—a little over ₹10 lakh a day—within a wider annual range of ₹26 crore to ₹52 crore.

These figures describe a representative plant sensitivity. The realised financial result depends on the plant’s baseline, utilisation, tool mix, implementation cost, downtime, validation and ability to sustain the improvement.

See It. Find It. Fix It. Hold It.

The operating method begins by resolving energy, gas, chemical and water consumption to the same batch identity and timestamp as production and quality data. Comparable batches then reveal the distance between normal performance and the plant’s repeatable best.

Teams can attribute that distance to a tool, process setting, material lot, shift or utility condition; prioritise interventions by value and safety; and verify the result in the cost per saleable watt. Continuous comparison against the plant’s physics baseline makes emerging drift visible as feedstock, product mix, equipment condition and operating teams change.

Every new solar-cell line is instrumented once. Designing that instrumentation to explain the cost of each saleable watt gives the plant a practical foundation for improving performance from its first shift and sustaining the gains over the life of the asset.

Read the Full Paper

Download Ten Lakh a Day to explore the complete cost stack, the assumptions behind the recovery range, the water and zero-liquid-discharge model, and the operating approach for turning plant data into lower cost per saleable watt.

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