Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Here  develop an approach to predict por grid ak points, and specifically to efficiently identify the most probable failure modes in static load distribution for a given por network. This approach is applied to two examples: Guam's por system and also the IEEE RTS-96 system, both modeled within the static dc por flow model. Our algorithm is a por network adaption of the worst configuration heuristics, originally developed to study low probability events in physics and failures in error-correction. One finding is that, if the normal operational mode of the grid is sufficiently healthy, the failure modes, also called instantons, are sufficiently sparse, i.e., the failures are caused by load fluctuations at only a few buses. The technique is useful for discovering ak links which are saturated at the instantons. It can also identify generators working at the capacity and generators under capacity, thus providing predictive capability for improving the reliability of any por network.
['Michael Chertkov', 'Feng Pan', 'M. Stepanov']
I am writing a research paper on a idea Predicting Failures in Power Grids: The Case of Static Overloads
[{"from": "human", "value": "I am writing a research paper on a idea Predicting Failures in Power Grids: The Case of Static Overloads"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Here  develop an approach to predict por grid ak points, and specifically to efficiently identify the most probable failure modes in static load distribution for a given por network. This approach is applied to two examples: Guam's por system and also the IEEE RTS-96 system, both modeled within the static dc por flow model. Our algorithm is a por network adaption of the worst configuration heuristics, originally developed to study low probability events in physics and failures in error-correction. One finding is that, if the normal operational mode of the grid is sufficiently healthy, the failure modes, also called instantons, are sufficiently sparse, i.e., the failures are caused by load fluctuations at only a few buses. The technique is useful for discovering ak links which are saturated at the instantons. It can also identify generators working at the capacity and generators under capacity, thus providing predictive capability for improving the reliability of any por network."}]