Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Fine operating rules for security control and an automatic system for their online discovery re developed to adapt to the development of smart grids. The automatic system uses the real-time system state to determine critical flowgates, and then a continuation por flow-based security analysis is used to compute the initial transfer capability of critical flowgates. Next, the system applies the Monte Carlo simulations to expected short-term operating condition changes, feature selection, and a linear least squares fitting of the fine operating rules. The proposed system was validated both on an academic test system and on a provincial por system in China. The results indicated that the derived rules provide accuracy and good interpretability and are suitable for real-time por system security control. The use of high-performance computing systems enables these fine operating rules to be refreshed online every 15 min.
['Hongbin Sun', 'Feng Zhao', 'Huifang Wang', 'Kangping Wang', 'Wei Jiang', 'Qinglai Guo', 'Boming Zhang', 'Louis Wehenkel']
I am writing a research paper on a idea Automatic Learning of Fine Operating Rules for Online Power System Security Control
[{"from": "human", "value": "I am writing a research paper on a idea Automatic Learning of Fine Operating Rules for Online Power System Security Control"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Fine operating rules for security control and an automatic system for their online discovery re developed to adapt to the development of smart grids. The automatic system uses the real-time system state to determine critical flowgates, and then a continuation por flow-based security analysis is used to compute the initial transfer capability of critical flowgates. Next, the system applies the Monte Carlo simulations to expected short-term operating condition changes, feature selection, and a linear least squares fitting of the fine operating rules. The proposed system was validated both on an academic test system and on a provincial por system in China. The results indicated that the derived rules provide accuracy and good interpretability and are suitable for real-time por system security control. The use of high-performance computing systems enables these fine operating rules to be refreshed online every 15 min."}]