Abstract

The combination of several non-guaranteed random energy sources (RES), conventional sources, and nonconstant consumer loads in a local system leads to stochastic power imbalances. This study objective consists in determining the possibilities of ensuring the power balance in a hybrid power generation system with a standby generator and a search for the methods of calculating the optimal parameters to achieve energy balance. This objective is achieved by simulating the processes inherent in wind and solar power engineering and the regimes of energy consumption through a combination of random functions with a standard probability distribution. Aggregated data on weather factors for several years in a region with a high renewable energy potential which can be used to describe the behavior of wind and solar energy over time were used as experimental data. The use of multiple simulations of random processes with calculated parameters has made it possible to draw conclusions about the presence of certain ratios of power and the generator control modes. These ratios can determine minimum energy and consumption losses, reduce the likelihood of energy imbalance, more efficiently use the reserved power. Specific features of the stochastic nature of RES related to the presence of trends and random fluctuations at short hourly intervals were additionally taken into account. Possibilities of varying the conditions of and switching on and off of the standby generator were provided. The existence of some ranges was established for the installed power of the generator outside which its use becomes inefficient. The proposed approach makes it possible to find the probability of various system states, assess the reliability of energy supply, and minimize unproductive losses.

Highlights

  • Most of the problems related to the large-scale introduction of renewable energy sources (RES) are related to the uneven regime of their generation

  • A group of wind power plants (WPP) or solar power plants (SPP) together with consumers can be considered as a local energy system (LES)

  • A diesel generator is sometimes considered as an emergency standby power supply [15] in cases of low levels of renewable energy or action of unplanned loads

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Summary

Introduction

Most of the problems related to the large-scale introduction of renewable energy sources (RES) are related to the uneven regime of their generation. It would be appropriate to consider independent use of scattered RES and those situated close to final consumers in combination with conventional sources In this case, a group of WPP or SPP together with consumers can be considered as a local energy system (LES). A group of WPP or SPP together with consumers can be considered as a local energy system (LES) It can be defined as a set of generating electrical equipment of limited power, converters, and consumers of electricity connected in a distribution net where overall electromagnetic processes take place [1]. There are various solutions for concrete systems, the development of more unified probabilistic models remains relevant

Literature review and problem statement
The aim and objectives of the study
The study materials and methods
The results obtained in the studies of energy balance parameters
Discussion of the results obtained in modeling the process of power balancing
Conclusions
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