An approach to operate high-powered legacy electrical appliances on small scale solar PV systems


Places where feed-in tariffs or net metering are not available, PV systems are not attractive to consumers at such places.

Developed a design to use maximum energy harvested by PV for usage in a building.

Small-scale PV systems cannot accommodate startup loads of devices.

This system is capable of shifting the load of heavy electrical devices to the grid during the startup period.

The proposed system is 42% cheaper than a regular hybrid PV system.


Due to high cost, solar Photovoltaic (PV) systems are not an attractive option for places where energy buyback programs are not available. Mostly because small scale PV systems are incapable of operating legacy high-powered electrical devices such as room air conditioners, induction motors and other compressor-based devices on renewable energy. This is because these devices show either capacitive or inductive behavior which results in a high transient power during their startup cycle, not accommodable by small-scale PV systems. Solutions to solve this problem such as Variable Frequency Drives (VFDs) are expensive and restrictive in their applicability.

In this paper, we propose an approach to operate high-powered legacy electrical appliances on small-scale solar PV. Our proposed method involves a real-time algorithm which detects the onset of a transient and shifts the appliances from PV to the utility during the transient duration. Upon reaching back to a stable state after the transient, the device is shifted back to PV. We have evaluated our transient detection algorithm on a two publically available datasets as well as on a specifically designed testbed system. Our evaluations show that for most common high-powered devices, the transients are detected fast enough to shift the load from PV to the grid and vice versa.


  • Solar PV optimization;
  • Transient detection;
  • Fine-grained clustering;
  • Intelligent building;
  • Energy efficiency

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