Analysis of modern approaches for the prediction of electric energy consumption
Maksat Kalimoldayev, А. А. Дрозденко, I. V. Koplyk, Тетяна Олександрівна Маринич, Assel Abdildayeva, Tamara Zhukabayeva
Abstract
Abstarct A review of modern methods of forming a mathematical model of power systems and the development of an intelligent information system for monitoring electricity consumption. The main disadvantages and advantages of the existing modeling approaches , as well as their applicability to the energy systems of Ukraine and Kazakhstan,are identified. The main factors that affect the dynamics of energy consumption are identified. A list of the main tasks that need to be implemented in order to develop algorithms for predicting electricity demand for various objects, industries and levels has been developed.
Topics & Concepts
ElectricityComputer scienceConsumption (sociology)Energy consumptionPower consumptionOrder (exchange)Electric power systemEnergy (signal processing)Industrial engineeringRisk analysis (engineering)Environmental economicsPower (physics)EngineeringBusinessMathematicsFinanceEconomicsStatisticsSociologyPhysicsQuantum mechanicsElectrical engineeringSocial scienceEnvironmental and Industrial SafetyEnergy Load and Power ForecastingStatistical and Computational Modeling