Hourly energy profile determination technique from monthly energy bills

来源 :建筑模拟(英文版) | 被引量 : 0次 | 上传用户:cailing12530
下载到本地 , 更方便阅读
声明 : 本文档内容版权归属内容提供方 , 如果您对本文有版权争议 , 可与客服联系进行内容授权或下架
论文部分内容阅读
Hourly energy consumption profiles are of primary interest for measures to apply to the dynamics of the energy system. Indeed, during the planning phase, the required data availability and their quality is essential for a successful scenarios' projection. As a matter of fact, the resolution of available data is not the requested one, especially in the field of their hourly distribution when the objective function is the production-demand matching for effective renewables integration. To fill this gap, there are several data analysis techniques but most of them require strong statistical skills and proper size of the original database. Referring to the built environment data, the monthly energy bills are the most common and easy to find source of data. This is why the authors in this paper propose, test and validate an expeditious mathematical method to extract the building energy demand on an hourly basis. A benchmark hourly profile is considered for a specific type of building, in this case an office one. The benchmark profile is used to normalize the consumption extracted from the 3 tariffs the bill is divided into, accounting for weekdays, Saturdays and Sundays. The calibration is carried out together with a sensitivity analysis of on-site solar electricity production. The method gives a predicted result with an average 25% MAPE and a 32% cvRMSE during one year of hourly profile reconstruction when compared with the measured data given by the Distributor System Operator (DSO).
其他文献
<正>乙烯-醋酸乙烯共聚物(Ethylene-vinyl acetatecopolymer),简称EVA,因其具有较好的柔韧性、弹性、透明性、黏着性、耐化学药品性等特点,被广泛应用于制鞋、农膜、共混改性
初识郎朗是在1996年4月,他才14岁。当时他和刚辞去公职的父亲郎国任,租住在北京白纸坊一座条件简陋的二层筒子楼里,厨房、厕所都是公用的。父 First met Lang Lang in April
The occurrence of surface condensation and mould can lead to concerns of poor indoor air quality and adverse health implications of occupants. Remedial actions
Advanced energy algorithms running at big-data scale will be necessary to identify, realize, andverify energy savings to meet government and utility goals of bu
我的电影《红樱桃》故事的主要线索是根据朱敏阿姨在白俄罗斯德军集中营的经历改编的,朱敏阿姨就是影片中楚楚的原型。我父亲和朱敏阿姨是前苏联伊万诺沃儿童院的同学,很早以