abstract: enviromental concerns, improvements in renewable energy technologies, governmental incentives for the use of these resources, and increased t&d; costs, are the main factors driving the energy sector into a new era, where considerable portions of electrical demand will be met through widespread installation of distributed energy resources (ders). the virtual power plant (vpp) is a dece...

New power systems based on VPP will be expanded in the future and analysis of the frequency behavior of these systems compared to current systems in the field of disruptions will be one of the most important issues of the system operators. In this paper, the equations of the frequency response model of conventional power system are expanded by considering the VPP's and their effective component...

Abstract Because electric vehicles have many advantages such as low carbon, environmental protection, and cost compared with fuel vehicles, developed rapidly in recent years, which will lead to large-scale impact load. In this paper, the vehicle is regarded an energy storage device, a multi-energy VPP thermal scheduling model including established, strategy for participate power system proposed...

In this article, a case study is presented on applying cluster analysis techniques to evaluate the level of power quality (PQ) parameters virtual plant. The conducted research concerns application K-means algorithm in comparison with agglomerative for PQ data, which have different sizes features. object deals standardized datasets containing classical from two sub-studies. Moreover, optimal num...

The present article focuses on learning methods of self-learning organization (on the example of the virtual power plant), using artificial intelligence. There was multi-module structure of the virtual power plant model presented, in which there were automated chosen learning processes of the organization as well as decision making processes.

A virtual power plant takes advantage of interactive communication and energy management systems to optimize and coordinate the dispatch of distributed generation, interruptible loads, energy storage systems and battery switch stations, so as to integrate them as an entity to exchange energy with the power market. This paper studies the optimal dispatch strategy of a virtual power plant, based ...