For all scenarios discussed in this paper, the load and PV power inputs are eighteen days of actual 1-min resolution data from an existing microgrid system on an island in Southeast Asia, though any load profile can be used in ESM. The load has an average power of 81 kW, a maximum of 160 kW, and a minimum of 41 kW.
Because of the fundamental uncertainties inherent in microgrid design and operation, researchers have created battery and microgrid models of varying levels of complexity, depending upon the purpose for which the model will be used.
To illustrate the importance of this difference, the ESM was used to calculate the LCOE of a series of microgrid systems that were optimized for PbA but use AHI batteries instead. In each case, the PbA batteries are replaced by an equal capacity of AHI batteries. This essentially imagines AHI as a “drop-in replacement” for PbA microgrid systems.
For example, if a battery is replaced when it falls to 80% of original capacity and microgrid operation requires a certain battery capacity, the battery must initially be oversized by 25% to maintain the desired capacity at the end of the battery’s life.
The optimal microgrid system, identified by ESM system optimization under various constraints and using the base-case values for all parameters. The “perfect” PV/battery system has the same constraints as the PV/battery system except that the PV output is a nearly perfect, cloudless pattern for the entire duration of the modeled period.
In HESS, the average cycle life of lead-acid batteries is 4,000, while the cycle life of supercapacitors is 1 million, so the loss cost of lead-acid batteries must to be considered.
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