Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In electricity markets, independent system operators solve the unit commitment (UC) problem to determine the on/off status of generating units with respect to the day-ahead load forecast. Hover, as the size of por systems grows, computational complexity of the UC problem drastically increases. , based on the greedy adaptive search procedure (GRASP) technique,  propose a novel heuristic algorithm to reduce the number of variables and constraints in the day-ahead unit commitment problem. Once the size of the problem is reduced,  employ a state-of-the-art mixed integer programing method to solve the problem. The numerical results show the effectiveness of the proposed algorithm.
['Mohsen Rahmani', 'Amin Kargarian', 'Gabriela Hug']
I am writing a research paper on a idea Search space reduction strategies for unit commitment problem
[{"from": "human", "value": "I am writing a research paper on a idea Search space reduction strategies for unit commitment problem"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In electricity markets, independent system operators solve the unit commitment (UC) problem to determine the on/off status of generating units with respect to the day-ahead load forecast. Hover, as the size of por systems grows, computational complexity of the UC problem drastically increases. , based on the greedy adaptive search procedure (GRASP) technique,  propose a novel heuristic algorithm to reduce the number of variables and constraints in the day-ahead unit commitment problem. Once the size of the problem is reduced,  employ a state-of-the-art mixed integer programing method to solve the problem. The numerical results show the effectiveness of the proposed algorithm."}]