Applications of Artificial Intelligence Algorithms in the Energy Sector
نویسندگان
چکیده
The digital transformation of the energy sector toward Smart Grid paradigm, intelligent management, and distributed integration poses new requirements for computer science. Issues related to automation power grid multidimensional analysis data generated in Grids, optimization decision-making processes require urgent solutions. article aims analyze use selected artificial intelligence (AI) algorithms support abovementioned issues. In particular, machine learning methods, metaheuristic algorithms, fuzzy inference systems were analyzed. Examples analyzed tested crucial domains sector. study cybersecurity, saving, loss minimization, fault diagnosis, renewable sources. For each domain sector, specific engineering problems defined, which was Research results indicate that AI can improve generation, distribution, storage, consumption, trading. Based on conducted analyses, we defined open research challenges practical application critical
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ژورنال
عنوان ژورنال: Energies
سال: 2022
ISSN: ['1996-1073']
DOI: https://doi.org/10.3390/en16010347