首页 | 本学科首页   官方微博 | 高级检索  
     


Optimal management of hydrogen storage in stochastic smart microgrid operation
Authors:Stavros A Konstantinopoulos  Anestis G Anastasiadis  Georgios A Vokas  Georgios P Kondylis  Apostolos Polyzakis
Affiliation:1. School of Electrical and Computer Engineering, National Technical University of Athens, Heroon Polytechniou 9, 15780, Zografou, Greece;2. Department of Electronics Engineering, TEI Piraeus, P. Ralli & Thivon 250, 12244, Aigaleo, Greece;3. Department of Mechanical Engineering, TEI of Western Greece, Megalou Alexandrou 1, Koukouli, Patras, Greece
Abstract:This paper presents an energy management and reserve scheduling scheme in order to optimally operate a 17-bus Low Voltage (LV) grid-tied microgrid, powered by photovoltaics, a wind turbine and a Fuel Cell (FC) utilizing on site hydrogen production and storage. Since high Renewable Energy Resources (RES) penetration is assumed, the expected deviations due to their intermittency are accounted for by the reserve provision by the FC system, in order to deviate as little as possible from the scheduled energy demand injected by the upstream grid. All these are incorporated into the operating cost of the microgrid assuming penalization of unscheduled power injections from the grid. The intermittency of RES and load are incorporated in the model by assuming known probability density functions for the forecasting errors. Then, energy and reserve scheduling is performed utilizing the Harmony Search algorithm in order to minimize the expected operating costs of the examined system by optimal reserve and energy provision from the stored/generated hydrogen. For that purpose, hourly optimizations are performed for a given year to assess the value on-site hydrogen generation and FC technologies add to microgrid operation and Distributed Generation (DG) in general. The purpose is to prove the use of hydrogen storage systems in effective uncertainty balancing. The hydrogen storage system appears to effectively counter the intermittency of renewables in moderate penetration, reducing the uncertainty costs. In higher renewable penetrations, due to uncertainty being already accounted for by the storage, the benefits of the RES penetration are even greater.
Keywords:Fuel cell  Electrolyzer  Renewable energy sources  Distributed energy resources  Storage management  Smart microgrid
本文献已被 ScienceDirect 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号