Supporting data to the paper "Modelling charge profiles of electric vehicles based on charges data"

This dataset contains the<em> underling data</em> and the <em>extended data</em> for the paper Modelling charge profiles of electric vehicles based on charges data”, submitted for consideration and open review in Open Research Europe. In the follow the description of the files is reported: HISTORIC DATA 2019 ELECTROLINERES AMB.csv: contains information on the charge events at the public charging points managed by the municipality in the metropolitan area of Barcelona in 2019. Fields are: charging point name; connector typology and number; charge start time; charge stop time; charge duration in minutes, energy delivered in kWh; vehicle manufacturer (optional); vehicle model (optional). STATIC INFORMATION CHARGING POINTS AMB 29042020.csv: contains the information about the public charging points of the metropolitan area of Barcelona. Fields are: charger typology (Quick/Normal); Charging point name and address; OCCP version; charger location; longitude; latitude; 7 flag fields for the connector type; observations; charging point maker. Lataustapahtumat, julkiset latauslaitteet 2019.csv: contains the information about the Turku Energia charge events for the city of Turku in 2019. Fields are: date of record creation, Station ID, Station name, charge start time, charge stop time, charge duration in minutes, energy delivered in Wh, Plug type (AC 22 kW/DC 50 kW), Cumulative energy delivered in the year (Wh), Average charge power (W) EV.csv: containes data on battery size retrived from vehicle datasheet or manufacturer website. Fields are: record ID, vehicle manufacturer ; vehicle model; battery size in kWh. Charge2019_EV_AMB.csv: contains the data on charge requests ( HISTORIC DATA 2019 ELECTROLINERES AMB.csv ) combined with the information on vehicle battery (EV.csv).本数据集包含提交至"Open Research Europe"进行公开评审的论文《基于充电数据的电动汽车充电曲线建模》（Modelling charge profiles of electric vehicles based on charges data）的底层数据与拓展数据。下文将逐一说明各文件内容： 1. HISTORIC DATA 2019 ELECTROLINERES AMB.csv：包含2019年巴塞罗那都会区市政管理的公共充电站充电事件信息。字段包括：充电站名称、连接器类型与编号、充电开始时间、充电结束时间、充电时长（分钟）、输送电能（千瓦时，kWh）、车辆制造商（可选字段）、车辆型号（可选字段）。 2. STATIC INFORMATION CHARGING POINTS AMB 29042020.csv：包含巴塞罗那都会区公共充电站的静态信息。字段包括：充电器类型（快充/慢充）、充电站名称与地址、开放充电点协议（Open Charge Point Protocol, OCCP）版本、充电站位置、经度、纬度、7项连接器类型标识字段、备注信息、充电站制造商。 3. Lataustapahtumat, julkiset latauslaitteet 2019.csv：包含2019年图尔库市图尔库能源（Turku Energia）公共充电事件的相关信息。字段包括：记录创建日期、站点ID、站点名称、充电开始时间、充电结束时间、充电时长（分钟）、输送电能（瓦时，Wh）、插头类型（交流22千瓦/直流50千瓦，AC 22 kW/DC 50 kW）、年度累计输送电能（瓦时，Wh）、平均充电功率（瓦，W）。 4. EV.csv：包含从车辆数据表或制造商官网获取的电动汽车电池尺寸相关数据。字段包括：记录ID、车辆制造商、车辆型号、电池尺寸（千瓦时，kWh）。 5. Charge2019_EV_AMB.csv：包含HISTORIC DATA 2019 ELECTROLINERES AMB.csv中的充电请求数据，与EV.csv中的车辆电池信息整合后的数据集。