A lot depends on what you are measuring the consumption of. Calibration should be carried using a purely resistive load (such as a filament light bulb). Inductive loads ‘shift’ the current cycle out of phase with the voltage cycle and measurement devices correct for this.
The procedure is here
Power Monitoring Calibration - Tasmota
Regards
Phil K
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What is reducing the load? If it’s some form of triac based dimmer it will be changing the power factor itself because of the way it chops the waveform.
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If this is a heater with different heat settings it may be using only 1 element and a triac to reduce the load hence the change in power factor.
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I’d also use a Generic module and add the device rather than using the Sonoff POW R2
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Try the following on a Generic module
GPIO4 HLWBL CF1
GPIO5 HLW8012 CF
GPIO13 HLWBL SEL
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