Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Load forecasting is a critical task for all the operations of por systems. Especially during hot seasons, the influence of ather on energy demand may be strong, principally due to the use of air con- ditioning and refrigeration.  investigates the application of Genetic Programming on day-ahead load forecasting, comparing it with Neural Networks, Neural Networks Ensembles and Model Trees. All the experimentations have been performed on real data collected from the Italian electric grid during the summer period. Results show the suitabil- ity of Genetic Programming in providing good solutions to this problem. The advantage of using Genetic Programming, with respect to the other methods, is its ability to produce solutions that explain data in an intu- itively meaningful way and that could be easily interpreted by a human being. This fact allows the practitioner to gain a better understanding of the problem under exam and to analyze the interactions beten the features that characterize it.
['Mauro Castelli', 'Matteo De Felice', 'Luca Manzoni', 'Leonardo Vanneschi']
I am writing a research paper on a idea Electricity demand modelling with genetic programming
[{"from": "human", "value": "I am writing a research paper on a idea Electricity demand modelling with genetic programming"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Load forecasting is a critical task for all the operations of por systems. Especially during hot seasons, the influence of ather on energy demand may be strong, principally due to the use of air con- ditioning and refrigeration.  investigates the application of Genetic Programming on day-ahead load forecasting, comparing it with Neural Networks, Neural Networks Ensembles and Model Trees. All the experimentations have been performed on real data collected from the Italian electric grid during the summer period. Results show the suitabil- ity of Genetic Programming in providing good solutions to this problem. The advantage of using Genetic Programming, with respect to the other methods, is its ability to produce solutions that explain data in an intu- itively meaningful way and that could be easily interpreted by a human being. This fact allows the practitioner to gain a better understanding of the problem under exam and to analyze the interactions beten the features that characterize it."}]