Papers by Maxim Shcherbakov
A Photovoltaic Output Backcast and Forecast Method based on Cloud Cover and Historical Data
Using connectionist systems for electric energy consumption forecasting in shopping centers
A solution is presented for the short-term electrical energy forecasting in shopping centers loca... more A solution is presented for the short-term electrical energy forecasting in shopping centers located in the Netherlands and Belgium. A forecasting method is proposed on the basis of connectionist systems. General description of the forecasting method is provided, as well as its specific features with respect to the forecasting problem are studied. Several connectionist models are generalized, stated and applied, notably, moving average model, linear regression model, and neural network model. In addition, changes in forecasting quality are demonstrated depending on different input variables. The results of using these connectionist models are discussed, and conclusions regarding specific features of every model are outlined.
… to Business and …, 2011
ISBN: 978-954-16-0055-9 (printed) ISBN: 978-954-16-0056-6 (online) ITHEA IBS ISC No.: 24 First ed... more ISBN: 978-954-16-0055-9 (printed) ISBN: 978-954-16-0056-6 (online) ITHEA IBS ISC No.: 24 First edition Printed in Poland Recommended for publication by The Scientific Concil of the Institute of Information Theories and Applications FOI ITHEA
A concept of web-based energy data quality assurance and control system
Proceedings of the 14th …, 2012
The problem of transit points arrangement is presented in the paper. This issue is connected with... more The problem of transit points arrangement is presented in the paper. This issue is connected with accuracy of tariff distance calculation and it is the urgent problem at present. Was showed that standard method of tariff distance discovering is not optimal. The Genetic Algorithms are used in optimization problem resolution. The UML application class diagram and class content are showed. In the end the example of transit points arrangement is represented.
Automatic two way synchronization between server and multiple clients for HVAC system
Proceedings of the 13th …, 2011
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Papers by Maxim Shcherbakov