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[EnergyPlus_Support] simple multi-objective fitness function
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- Subject: [EnergyPlus_Support] simple multi-objective fitness function
- From: "artitecture82" <artitecture@xxxxxxxxx>
- Date: Mon, 08 Aug 2011 14:28:29 -0000
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Probably slightly off topic but hoping someone interested in the topic can help me if interested in the topic.
I am running with E+ a daylighting simulation to optimise the shading device of a standard office building. Im using a single zone model for simplicity and shading devices are modelled as Shading:Zone:Detailed surfaces.
At the momento to optimise it Im running a GA which uses a fitness fucntion daylighting issues only. I wanted to keep my fitness function as simple as possible so I considered the uniformity ratio over my illumninance map grid. In this case my fitness function is F = Emax/Emin where Emax and Emin are respectivele the max and min illuminance values over the map grid.
Now I wanted to consider and possibly optimise my shading device according to other factors such as heating and cooling electricity demands. So I was thinking to calculate my new Objective function as MIN Zone Heating Load [J] + Zone Cooling Load [J] / Zone Load Target. This can be caclulated using the Zone,Meter,Heating:EnergyTransfer + Zone,Meter,Cooling:EnergyTransfer respectively.
Do you think this approach could be reasonable?
many thanks in advance
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