Optimization of a wind-integrated microgrid system with equipment sizing and dispatch strategy under resource uncertainty
Journal
Journal of Mechanical Design
Date Issued
2015
Author(s)
Hung, T.-C.
Abstract
Copyright © 2015 by ASME. The global quest for energy sustainability has motivated the development of efficiently transforming various renewable natural resources, such as wind, into energy. This transformation requires long-term planning, and we are interested in how to make systematic decisions when the dependency on the existing power plant decreases, toward eventual microgrid systems. The present study investigates the upgrading of an existing power system into one with a wind-integrated microgrid. The standard approach applies wind resource assessment to determine suitable wind farm locations with high energy potential and then develops specific dispatch strategies to meet the power demand for the windintegrated system with low cost, high reliability, and low impact on the environment. However, the uncertainties in wind resource result in fluctuating power generation. The installation of additional energy storage devices is thus needed in the dispatch strategy to ensure a stable power supply. The present work proposes a design procedure for obtaining the optimal rated power of the wind farm and the size of storage devices considering wind resource assessment and dispatch strategy under uncertainty. Two wind models are developed from real-world wind data and apply in the proposed optimization framework. Based on comparisons of system reliability between the optimal results and real operating states, an appropriate wind model can be chosen to represent the wind characteristics of a particular region. Results show that the wind model in the optimization framework should consider the uncertainties of wind resource to maintain high system reliability. The proposed method provides a gradual planning of a power system and leads the existing power system toward energy sustainability.
Subjects
energy policy; microgrid; wind energy; dispatch strategy; optimization under uncertainty
SDGs
Other Subjects
Digital storage; Electric power system interconnection; Electric power system planning; Electric utilities; Energy policy; Natural resources; Reliability; Sustainable development; Wind power; Dispatch strategy; Energy sustainability; Micro grid; Optimization framework; Optimization under uncertainty; System reliability; Wind characteristics; Wind resource assessment; Electric load dispatching
Publisher
ASME
Type
journal article