Artificial intelligence in energy industry – latest trends, technological innovations and scientific discoveries
Sztuczna inteligencja w energetyce – najnowsze trendy, innowacje technologiczne i odkrycia naukowe
Artur Tokarczyk, Krzysztof Badyda, Krzysztof Woszczak
Streszczenie
The aim of this paper was to perform a review of the recent research papers in the field of applications of artificial
intelligence in energy sector. First, some short background on the concept of the fourth industrial revolution was given. Then,
the latest innovations and trends in the field have been presented. The analysed research papers have been grouped into the
following areas: general industry and power generation, anomaly detection, residential buildings and smart cities, energy
market and power system. Each research paper has been discussed and its results described. Finally, a short summary of the
current state of technology has been given. It should be point out that currently artificial neural networks and especially Deep
Learning algorithms are the focus of most research and provide the most promising results in the area of predictive modelling
and patter recognition.
intelligence in energy sector. First, some short background on the concept of the fourth industrial revolution was given. Then,
the latest innovations and trends in the field have been presented. The analysed research papers have been grouped into the
following areas: general industry and power generation, anomaly detection, residential buildings and smart cities, energy
market and power system. Each research paper has been discussed and its results described. Finally, a short summary of the
current state of technology has been given. It should be point out that currently artificial neural networks and especially Deep
Learning algorithms are the focus of most research and provide the most promising results in the area of predictive modelling
and patter recognition.