Scope 3 emission estimation using large language models
Ayush Jain, Manikandan Padmanaban, et al.
KDD 2023
In this study, a novel algorithm to locate regions in a distribution feeder, where power is being illegally tapped, is proposed. The basic requirements of the algorithm are voltage measuring devices located at distribution feeder nodes or transformers that can communicate data to the distribution substation. Initially, how voltage magnitude difference between successive nodes in a feeder can help identify possible locations of illegal tapping is shown. The technique is further refined by a normalised voltage double difference method, to pin-point the exact location of power theft. The algorithm does not require network parameters. Simulations are performed on the IEEE 34 node test feeder, to demonstrate the efficacy of this method.
Ayush Jain, Manikandan Padmanaban, et al.
KDD 2023
Manikandan Padmanaban, Jagabondhu Hazra, et al.
ISGT ASIA 2015
Kamal Das, Jitendra Singh, et al.
IGARSS 2018
Chumki Basu, Manikandan Padmanaban, et al.
PESGM 2016