Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A major challenge for utilities is energy theft, wherein malicious actors steal energy for financial gain. One such form of theft in the smart grid is the fraudulent amplification of energy generation measurements from DERs, such as photo-voltaics. It is important to detect this form of malicious activity, but in a way that ensures the privacy of customers. Not considering privacy aspects could result in a backlash from customers and a heavily curtailed deployment of services, for example. In this short paper,  present a novel privacy-preserving approach to the detection of manipulated DER generation measurements.
['Christopher Richardson', 'Nicholas J. P. Race', 'Paul Smith']
I am writing a research paper on a idea A privacy preserving approach to energy theft detection in smart grids
[{"from": "human", "value": "I am writing a research paper on a idea A privacy preserving approach to energy theft detection in smart grids"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: A major challenge for utilities is energy theft, wherein malicious actors steal energy for financial gain. One such form of theft in the smart grid is the fraudulent amplification of energy generation measurements from DERs, such as photo-voltaics. It is important to detect this form of malicious activity, but in a way that ensures the privacy of customers. Not considering privacy aspects could result in a backlash from customers and a heavily curtailed deployment of services, for example. In this short paper,  present a novel privacy-preserving approach to the detection of manipulated DER generation measurements."}]