Title :
Operational adequacy studies of a PV-based & energy storage stand-alone microgrid
Author_Institution :
Energy Research Institute @ NTU, Nanyang Technological University, Singapore
fDate :
7/1/2015 12:00:00 AM
Abstract :
Summary form only given. This paper presents a probabilistic approach in the modelling of stand-alone microgrids to predict their operational adequacy performance considering uncertainty of energy storage system (ESS), photovoltaic system (PVS) and conventional generator (CG). Instead of using the daily or hourly time step, operating period a minutely time step is considered to incorporate the effect of fast ramp up/down of system components on microgrid operating adequacy through expected energy not supplied (EENS) and expected energy not used (EENU), due to load and resource variations. A time varying state of charge (SOC) model is proposed to determine power output of an ESS in reliability modelling. The reliability of a PVS is modelled in detail based on the total cross-tied configuration (TCTC) of photovoltaic (PV) cells and arrays. The proposed technique and indices will be useful for system planners to select the type and size of microgrid systems that contain alternative energy sources and storage.
Keywords :
"Microgrids","Energy storage","Load modeling","Photovoltaic systems","Reliability","Probabilistic logic","Predictive models"
Conference_Titel :
Power & Energy Society General Meeting, 2015 IEEE
DOI :
10.1109/PESGM.2015.7286328