Developing a data analytics tool to help commercial fleets transition to zero-emission vehicles.

开发数据分析工具，帮助商业车队过渡到零排放车辆。

• 批准号: 98003
• 金额: $ 9.42万
• 依托单位: DYNAMON LTD
• 依托单位国家: 英国
• 项目类别: Small Business Research Initiative
• 财政年份: 2021
• 资助国家: 英国
• 起止时间: 2021 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=98003
• 关键词: Developing; data; analytics; tool; help

Public descriptionRegulations to reduce road vehicle emissions mean that logistics fleets are facing the challenge of transitioning from traditional fossil fuel powered vehicles to zero-emissions vehicles. For fleets to manage the transition effectively they must understand the costs and business models of zero-emission vehicles. Whilst legislation sets out the long-term deadline for the adoption of zero-emission vehicles it does not define the path of transition. Without commercial and technical understanding driving the transition to zero-emission vehicles there will be delays in uptake of new technologies, missed opportunities for reductions in harmful emissions, and fleets will incur unnecessary costs. Dynamon can help to solve this problem.Dynamon is a team of data scientists and engineers that build data analytics tools to help logistics companies optimise their procurement decisions to minimise costs and reduce their impact on the environment. In this project Dynamon will create a software tool that will enable fleets to understand the total-cost-of-ownership (TCO) of different zero-emission vehicles in their specific operation. This tool will be usable by existing employees of commercial fleets, without expertise in data analytics or vehicle engineering, to provide them with accurate and actionable intelligence enabling them to make informed procurement decisions.The tools that Dynamon will create will combine zero-emission vehicle laboratory test data with multiple forms of geospatial data that describe the fleet's unique operation and environmental conditions. By combining these data sources Dynamon will build a digital twin of potential zero-emission vehicles that will accurately forecast key metrics such as energy consumption, range, cargo potential, charging requirements, etc allowing the optimum vehicle for the fleet's conditions to be confidently purchased.Dynamon will work closely with fleet partners Wincanton PLC and Sainsbury's PLC to ensure that the proposed solution is feasible, meets the needs of commercial fleets, and will have a credible business model to scale both nationally and internationally. Local councils Test Valley Borough Council and Hampshire County Council will provide support and promote this tool to large fleets as part of their ongoing commitment to reduce harmful emissions in their local areas.

减少道路车辆排放的法规意味着物流车队正面临从传统化石燃料动力车辆向零排放车辆过渡的挑战。为了有效地管理过渡，车队必须了解零排放车辆的成本和商业模式。虽然立法规定了采用零排放车辆的长期最后期限，但它并没有确定过渡的路径。如果没有商业和技术上的理解来推动向零排放车辆的过渡，那么新技术的采用就会延迟，错过减少有害排放的机会，车队将产生不必要的成本。Dynamon可以帮助解决这个问题。Dynamon是一个由数据科学家和工程师组成的团队，他们构建数据分析工具，帮助物流公司优化采购决策，以最大限度地降低成本并减少对环境的影响。在这个项目中，Dynamon将创建一个软件工具，使车队能够了解不同零排放车辆在其特定操作中的总拥有成本（TCO）。该工具将为商业车队的现有员工提供准确和可操作的情报，使他们能够做出明智的采购决策。Dynamon将创建的工具将联合收割机零排放车辆实验室测试数据和多种形式的地理空间数据，这些数据描述了车队的独特运营和环境条件。通过整合这些数据源，Dynamon将构建潜在零排放车辆的数字孪生模型，该模型将准确预测关键指标，如能耗、续航里程、载货潜力、充电要求等，从而确保购买到符合车队条件的最佳车辆。Dynamon将与车队合作伙伴Wincanton PLC和Sainsbury's PLC密切合作，确保提出的解决方案切实可行，满足商业船队的需求，并将有一个可靠的商业模式，以扩大国内和国际。地方议会测试谷自治市理事会和汉普郡理事会将提供支持，并促进这一工具，以大型车队作为他们正在进行的承诺，以减少有害排放在其当地。