Add ACF as validation method

[dhblum]

This issue will add analysis of auto-correlation of residuals as a parameter estimation validation method. Currently mpcpy.models.RMSE is the only validation method.

The validation method should generate an ACF plot and raw data in a list-like form of ([lag], [ACF]).

See for reference the use in Bacher and Madsen (2011) "Identifying suitable models for the heat dynamics of buildings" Energy and Buildings 43(7), available at https://doi.org/10.1016/j.enbuild.2011.02.005.

@WalterZWang Is this something you can help with?

[WalterZWang]

Hi Dave, Yes, I can work on this task. Best, Zhe

…

On Thu, Jun 18, 2020 at 11:22 AM dhblum ***@***.***> wrote: This issue will add analysis of auto-correlation of residuals as a parameter estimation validation method. Currently mpcpy.models.RMSE is the only validation method. The validation method should generate an ACF plot and raw data in a list-like form of ([lag], [ACF]). See for reference the use in Bacher and Madsen (2011) "Identifying suitable models for the heat dynamics of buildings" *Energy and Buildings* 43(7), available at https://doi.org/10.1016/j.enbuild.2011.02.005. @WalterZWang <https://github.com/WalterZWang> Is this something you can help with? — You are receiving this because you were mentioned. Reply to this email directly, view it on GitHub <#204>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AJTBUKQH4WAKAPDDTDLDZKDRXJLOLANCNFSM4OCBCGQQ> .

-- Zhe (Walter) Wang Project Scientist Building Technology & Urban System Division Lawrence Berkeley National Lab

[dhblum]

That's great, thank you!