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

公共描述减少道路车辆排放的法规意味着物流车队正面临着从传统化石燃料动力车辆向零排放车辆过渡的挑战。为了让车队有效地管理转型，他们必须了解零排放汽车的成本和商业模式。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汽车的过渡，那么新技术的采用将会延迟，减少有害排放的机会将会错过，车队将会产生不必要的成本。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，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具体操作中的总拥有成本（TCO）。该工具可供商业车队的现有员工使用，他们没有数据分析或车辆工程方面的专业知识，可以为他们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将创建的工具将零排放车辆实验室测试数据与多种形式的地理空间数据相结合，这些数据描述了车队的独特操作和环境条件。通过结合这些数据源，Dynamon将建立一个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，从而使客户能够自信地购买最适合车队条件的车辆。Dynamon将与车队合作伙伴Wincanton PLC和Sainsbury's PLC密切合作，以确保提出的解决方案是可行的，满足商业车队的需求，并将有一个可靠的商业模式，可以在国内和国际上扩展。当地议会Test Valley自治市议会和汉普郡议会将为大型车队提供支持和推广该工具，作为其减少当地有害排放的持续承诺的一部分。

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.