SERL

Mendeley Data2024-01-31 更新2024-06-28 收录

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The vision of the Smart Energy Research Lab (SERL) is to deliver a unique data resource harnessing the benefits of smart meter data for research. The portal will transform Great Britain's energy research through the long-term provision of high quality, high-resolution energy data that will support the development of a reliable evidence base for intervention, observational and longitudinal studies across the socio-technical spectrum. The goals of the Smart Energy Research Lab are to provide: <ul> <li>A trusted data resource for researchers to utilise large-scale, high-resolution energy data </li><li>An effective mechanism for collecting and linking energy data with other contextual data</li><li>High quality data management to ensure fit-for-purpose data are provisioned to researchers</li></ul> Participant recruitment began in August 2019. Approximately 1,700 participants were recruited from central and southern England and from Wales as part of a pilot study that tested different recruitment strategies. The second recruitment wave took place in August-September 2020, and the third wave at the start of 2021. SERL aims to recruit around 10,000 households to be regionally representative across England, Scotland and Wales. Recruitment is also designed to be representative of each Index of Multiple Deprivation (IMD) quintile; an area-based relative measure of deprivation.For the latest edition (April 2022) all SERL data up to and including 31 December 2021, which includes participant households recruited in Waves 1, 2 and 3, were made available. (Users should note that this is the 4th edition of SERL data that has been released, though the citation may refer to the 5th edition.)  All code provided with the data is now managed on the <a title="SERL GitHub" href="https://github.com/smartEnergyResearchLab" style="background-color: rgb(255, 255, 255);">SERL GitHub</a> website.Smart meter data:<ul><li>Daily and half-hourly energy (electricity and gas) consumption data</li><li>Additional smart meter technical data</li></ul>Contextual data:<ul><li>A short SERL survey completed by participant households providing data on household information and building characteristics. Survey data exists for 12,951 participants.</li><li>Energy Performance Certificate (EPC) data</li><li>Weather data</li><li>SERL Covid-19 survey; sent to wave 1 participants in May 2020 to understand their circumstances during the first lockdown. </li></ul> SERL data will be updated and made available to researchers on a quarterly basis. SERL is an evolving data resource and thus new editions of the data might include: <ul> <li>additional records – more (approx. 3 months) smart meter data since the previous edition</li><li>additional participants – more participants recruited since the previous release</li><li>additional variables – where new variables become available to SERL. For example, we expect additional weather and EPC variables to be provided in future editions.</li></ul> Further information about SERL can be found on <a href="https://serl.ac.uk/" target="_blank">serl.ac.uk</a> and in the associated documentation. The 'Key Documents' section of the SERL website, which links to all publications that use SERL data, can be found at <a href="http://serl.ac.uk/key-documents">serl.ac.uk/key-documents</a>. If you do not see your SERL-data publication listed, please contact the SERL team via info@serl.ac.uk. For the European Centre for Medium-Range Weather Forecasts (ECMWF) ERA5 data users should note that neither the European Commission nor the European Centre for Medium-Range Weather Forecasts will be held responsible for any use that may be made of the<a href="https://apps.ecmwf.int/datasets/licences/copernicus/" style="background-color: rgb(255, 255, 255);"> Copernicus information</a> or data it contains. The Energy Performance of Buildings Data is also included and users must read and abide by the <a href="https://epc.opendatacommunities.org/docs/copyright" style="background-color: rgb(255, 255, 255);">Copyright Information Notice</a>, provided by the Ministry of Housing, Communities and Local Government, that covers the use of Royal Mail information and non-address data provided under the <a href="http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/" style="background-color: rgb(255, 255, 255);">Open Government Licence v3.0</a>.

智能能源研究实验室（Smart Energy Research Lab, SERL）的愿景是打造独一无二的数据资源，充分发挥智能电表数据的科研价值。该平台将通过长期提供高质量、高分辨率的能源数据，推动大不列颠地区能源研究的变革，为社会技术全谱系下的干预研究、观测研究与纵向研究提供可靠的证据基础。智能能源研究实验室的目标在于提供： - 面向研究人员的可信数据资源，支持其使用大规模高分辨率能源数据 - 高效的机制，用于收集能源数据并将其与其他关联数据进行整合 - 高质量的数据管理服务，确保向研究人员交付符合使用需求的数据参与者招募工作于2019年8月启动。作为试点研究的一部分，研究人员从英格兰中部、南部以及威尔士招募了约1700名参与者，以测试不同的招募策略。第二轮招募于2020年8月至9月开展，第三轮招募则于2021年初启动。SERL计划招募约10000户家庭，以实现英格兰、苏格兰与威尔士的区域代表性。同时，招募工作需覆盖每一个多重剥夺指数（Index of Multiple Deprivation, IMD）五分位组——这是一种基于区域的相对剥夺程度衡量标准。截至2022年4月的最新版本数据，包含了截至2021年12月31日的全部SERL数据，涵盖了第一、二、三轮招募的参与者家庭。（用户需注意：本次发布为SERL的第4版数据，但引用时可能会标注为第5版。）所有随数据配套提供的代码现托管于<a title="SERL GitHub" href="https://github.com/smartEnergyResearchLab" style="background-color: rgb(255, 255, 255);">SERL GitHub</a>网站。智能电表数据： - 每日及半小时级别的能源（电力与燃气）消耗数据 - 额外的智能电表技术参数数据关联数据： - 参与者家庭填写的简短SERL调查问卷，涵盖家庭信息与建筑特征。目前共有12951名参与者拥有该问卷数据。 - 能源性能证书（Energy Performance Certificate, EPC）数据 - 气象数据 - SERL新冠调查问卷：该问卷于2020年5月发送给第一轮招募的参与者，以了解他们在首次封控期间的生活状况。 SERL数据将按季度更新并向研究人员开放。SERL作为持续演进的数据资源，后续版本的数据可能包含： - 新增记录：相较于上一版本，新增约3个月的智能电表数据 - 新增参与者：相较于上一版发布，新增招募的参与者 - 新增变量：当SERL可获取新的变量时。例如，我们预计未来版本将提供更多气象与EPC相关变量。如需了解SERL的更多信息，可访问<a href="https://serl.ac.uk/" target="_blank">serl.ac.uk</a>或查阅相关配套文档。SERL官网的「关键文档」板块汇总了所有使用SERL数据发表的研究成果，访问地址为<a href="http://serl.ac.uk/key-documents">serl.ac.uk/key-documents</a>。若您的使用SERL数据的研究成果未在该列表中展示，请通过info@serl.ac.uk联系SERL团队。针对欧洲中期天气预报中心（European Centre for Medium-Range Weather Forecasts, ECMWF）ERA5数据的用户，请注意：欧洲委员会与欧洲中期天气预报中心均不会对任何使用<a href="https://apps.ecmwf.int/datasets/licences/copernicus/" style="background-color: rgb(255, 255, 255);">哥白尼信息</a>或其包含的数据的行为承担责任。本数据集还包含建筑能源性能数据，用户需阅读并遵守由英国住房、社区与地方政府部提供的<a href="https://epc.opendatacommunities.org/docs/copyright" style="background-color: rgb(255, 255, 255);">版权信息声明</a>，该声明涵盖了皇家邮政信息及根据<a href="http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/" style="background-color: rgb(255, 255, 255);">开放政府许可v3.0</a>提供的非地址数据的使用要求。

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2024-01-31

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