A bi-level design and operation optimization process applied to an energy centre |
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Authors: | Ralph Evins |
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Affiliation: | 1. Empa, Swiss Federal Laboratories for Materials Science and Technology, überlandstrasse 129, 8600 Dübendorf, Switzerland;2. Chair of Building Physics, ETH Zürich, Stefano-Franscini-Platz 5, 8093 Zürich, Switzerland |
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Abstract: | This paper presents the methods and results of a bi-level optimization process used to select and size the components of an energy centre as well as to determine their optimal operation. The optimization process used a single-objective optimization of operational control nested within a two-objective optimization of design parameters that minimized capital costs and carbon emissions. Different cases were examined in which the ‘credit’ assigned for the export of excess electricity to the grid was varied. Results are presented including the overall trade-off front, trends amongst design variables, operational schedules for a particular solution, and aggregated parameters like total energy supplied by each device. Constraints on roof area were critical at the design-level, and complex interactions between demand and supply were identified at the operational level. Comparison of the two cases highlights the impact of the export of excess power to the grid. |
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Keywords: | bi-level energy optimization design operation |
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