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hello welcome this is another playlist that Im going to be going through and were gonna be covering the ASHRAE changepoint models thats a very vague term right now and if you dont know what ASHRAE stands for its the American Society of heating refrigerating and air-conditioning engineers theres more longer acronyms youll see in engineering but what Im going to be going over is the sequence of models that are very very useful for predicting whole building energy use on daily and higher timescales daily and monthly typically and theyre specifically mentioned in a document called the ASHRAE guideline 14 which describes MV procedures M standing for monitoring and V for verification and well give it to them later but what I want to do is give you the general sense of where these come from and why theyre useful so I I guess the best way to begin is to start by drawing some plots and lets were gonna make outdoor air temperature our x-axis and were gonna plot energy on this axi