As outlined by the Intergovernmental Panel on Climate Change, electric vehicles offer the greatest decarbonisation potential for land transport, in addition to other benefits, including reduced fuel and maintenance costs, improved air quality, reduced noise pollution, and improved national fuel security. Owing to these benefits, governments worldwide are planning and rolling out EV-favourable policies, and major car manufacturers are committing to fully electrifying their offerings over the coming decades. With the number of EVs on the roads expected to increase, it is imperative to understand the effect of EVs on transport and energy systems. While unmanaged charging of EVs could potentially add stress to the electricity grid, managed charging of EVs could be beneficial to the grid in terms of improved demand-supply management and improved integration of renewable energy sources into the grid, as well as offer other ancillary services. To assess the impact of EVs on the electricity grid and their potential use as batteries-on-wheels through smart charging capabilities, decision-makers need to understand how current EV owners drive and charge their vehicles. As such, an emerging area of research focuses on understanding these behaviours. Some studies have used stated preference surveys of non-EV owners or data collected from EV trials to estimate EV driving and charging patterns. Other studies have tried to decipher EV owners' behaviour based on data collected from national surveys or as reported by EV owners. This study aims to fill this gap in the literature by collecting data on real-world driving and charging patterns of 239 EVs across Australia. To this effect, data collection from current EV owners via an application programming interface platform began in November 2021 and is currently live.
翻译:正如政府间气候变化问题小组所述,电动车辆为陆地运输提供了最大的去碳化潜力,并提供了其他好处,包括燃料和维修成本降低、空气质量提高、噪音污染减少、国家燃料安全改善等。由于这些好处,全世界各国政府正在规划和推出有利于EV的政策,主要汽车制造商承诺在未来几十年内充分电气化其供应;由于预计公路上的EV数量将增加,必须了解EV对运输和能源系统的影响。虽然未经管理地收取EV可能会增加电网的压力,但管理对界面EV的收费可能有利于电网,因为改进了需求-供应管理,更好地将可再生能源纳入电网,以及提供其他辅助服务。为了评估EVE对电网的影响,并通过智能充电能力将其用作电轮椅的潜在用途,决策者需要了解目前EV房主如何驱动和充电其车辆。因此,正在形成的研究领域是了解目前对EVEV的运用情况,从目前对平台的运用情况进行实时研究,而目前对VEV进行的研究则是通过V进行在线数据的研究,目前通过V的所有者通过V的数据收集或行为调查,目前对非EV所有者收集的数据进行了试验。