Lin Feng, Jingning Zhang, Guojie Li, et al. Cost reduction of a hybrid energy storagesystem considering correlation betweenwind and PV power[J]. Protection and Control of Modern Power Systems, 2016, 1(2).
DOI:
Lin Feng, Jingning Zhang, Guojie Li, et al. Cost reduction of a hybrid energy storagesystem considering correlation betweenwind and PV power[J]. Protection and Control of Modern Power Systems, 2016, 1(2).DOI: 10.1186/s41601-016-0021-1.
Cost reduction of a hybrid energy storagesystem considering correlation betweenwind and PV power
A hybrid energy storage system (HESS) plays an important role in balancing the cost with the performance in terms of stabilizing the fluctuant power of wind farms and photovoltaic (PV) stations. To further bring down the cost and actually implement the dispatchability of wind/PV plants
there is a need to penetrate into the major factors that contribute to the cost of the any HESS. This paper first discusses hybrid energy storage systems
as well as chemical properties in different medium
deeming the ramp rate as one of the determinants that must be observed in the cost calculation. Then
a mathematical tool
Copula
is explained in details for the purpose of unscrambling the dependences between the power of wind and PV plants. To lower the cost
the basic rule for allocation of buffered power is also put forward
with the minimum energy capacities of the battery ESS(BESS) and the supercapacitor ESS(SC-ESS) simultaneously determined by integration. And the paper introduces the probability method to analyze how power and energy is compensated in certain confidence level. After that
two definitions of coefficients are set up
separately describing energy storage status and wind curtailment level. Finally
the paper gives a numerical example stemmed from real data acquired in wind farms and PV stations in Belgium. The conclusion presents that the cost of a hybrid energy storage system is greatly affected by ramp-rate and dependence between the power of wind farms and photovoltaic stations
in which dependence can easily be determined by Copulas.
Abstract
A hybrid energy storage system (HESS) plays an important role in balancing the cost with the performance in terms of stabilizing the fluctuant power of wind farms and photovoltaic (PV) stations. To further bring down the cost and actually implement the dispatchability of wind/PV plants
there is a need to penetrate into the major factors that contribute to the cost of the any HESS. This paper first discusses hybrid energy storage systems
as well as chemical properties in different medium
deeming the ramp rate as one of the determinants that must be observed in the cost calculation. Then
a mathematical tool
Copula
is explained in details for the purpose of unscrambling the dependences between the power of wind and PV plants. To lower the cost
the basic rule for allocation of buffered power is also put forward
with the minimum energy capacities of the battery ESS(BESS) and the supercapacitor ESS(SC-ESS) simultaneously determined by integration. And the paper introduces the probability method to analyze how power and energy is compensated in certain confidence level. After that
two definitions of coefficients are set up
separately describing energy storage status and wind curtailment level. Finally
the paper gives a numerical example stemmed from real data acquired in wind farms and PV stations in Belgium. The conclusion presents that the cost of a hybrid energy storage system is greatly affected by ramp-rate and dependence between the power of wind farms and photovoltaic stations
in which dependence can easily be determined by Copulas.