SmartPump.ai - Next Generation Air Source Heat Pumps Enabled by Novel Manufacturing

**Vision**SmartPump.ai是一家初创企业，其使命是将新兴技术引入公共基础设施，帮助当局实现净零目标。SmartPump.ai的第一款产品将利用其受航空航天启发的3D打印轴流换热器技术，提高国内空气源热泵(ASHP)的效率，并将其外形系数减少80%。这将使ASHP能够更可行、更可行地安装到现有住房中，并帮助英国政府实现到2028年每年安装60万台的目标。ASHP技术作为一种脱碳供暖解决方案已经存在了几十年。根据安装情况的不同，ASHP的能效通常是燃气锅炉的3倍，而且维护要求较低，但由于许多因素未能在英国获得支持。大量的融合因素表明，SmartPump.ai解决方案是未来这一挑战的答案：1.政府推动脱碳2.宏观经济学改变房主的能源成本公式3。最近的研究发现，在天然气管道中掺入绿色氢气是行不通的。降低工业3D打印成本**创新**该解决方案使用了三种新兴技术，创造了一种革命性的小巧、轻便、高效、易于安装和美观的室外设备，使其得到广泛采用：1.3D打印热交换器创建复杂的微通道，最大限度地提高流动/湍流，并在非常小的体积中创建大表面积。现有系统使用传统的金属/塑料管道，无法创建这些几何形状。航空航天(轴流)换热器最大限度地提高了换热器上的空气流量。现有的系统使用效率较低的风扇吹制翅片和管系统。TinyML控制系统根据传感器输入最大限度地提高效率并降低噪音。现有系统使用二进制开关。**关键目标和重点领域**这个快速启动项目的主要目标将是首次创建该技术的真实、全面的演示。技术重点将是设计、建造和演示多种材料的3D打印轴流换热器的多次迭代。演示将通过对比测试进行。TinyML控制系统将在稍后阶段开发和验证。这些测试将在三星AE090RXEDEG室外机组中替代SmartPump.ai 3D打印轴流换热器，并测量换热器相对于基准组件的性能。其目的将是在减少80%的外形系数的情况下展示类似的热交换性能。商业重点将是向三星英国证明这一概念的可行性和可行性。

**Vision**SmartPump.ai is a start-up with the mission to bring emerging technologies to public infrastructure to help authorities reach their Net Zero goals.SmartPump.ai's first product will utilise its aerospace-inspired 3D-printed axial-flow heat exchanger technology to increase the efficiency and decrease the form factor of domestic air source heat pumps (ASHPs) by 80%. This will enable ASHPs to be more feasibly and viably installed into existing housing stock and help the UK government reach its goal of 600,000 installations per year by 2028\.ASHP technology has existed for decades as a decarbonised heating solution. ASHPs are typically 3x more energy efficient than gas boilers, depending on the installation, and have lesser maintenance requirements, but due to numerous factors have failed to gain traction in the UK.Numerous converging factors indicate that the SmartPump.ai solution is the answer to this challenge going forward:1. Government drive to decarbonise2. Macroeconomics shifting energy cost equation for homeowners3. Recent findings that blending green hydrogen into gas pipelines will not work4. Decreasing cost of industrial 3D-printing**Innovation**This solution uses three emerging technologies, creating a revolutionarily small, light, efficient, easy-to-install and aesthetically-pleasing Outdoor Unit, enabling widespread adoption:1. 3D-Printed Heat Exchangers create complex microchannels, maximising flow/turbulence, and creating large surface areas in very small volumes. Existing systems use traditional metallic/plastic tubing, which cannot create these geometries.2. Aerospace (Axial Flow) Heat Exchangers maximise air flow over the exchanger. Existing systems use less effective fan-blown fin-and-tube systems.3. TinyML Control Systems maximise efficiency and reduce noise based on sensor inputs. Existing systems use binary on-off switching.**Key Objectives & Focus Areas**The key objective of this Fast Start project will be to create real-world, full-scale demonstrations of the technology for the first time.The technical focus will be to design, build, and demonstrate multiple iterations of the 3D-Printed Axial Flow Heat Exchanger in a range of materials. Demonstration will be by comparative tests. The TinyML Control System will be developed and proven at a later stage.These tests will substitute a SmartPump.ai 3D-printed axial-flow heat exchanger into a Samsung AE090RXEDEG Outdoor Unit and measure the exchangers performance relative to the baseline component. The aim will be to demonstrate similar heat exchange performance at 80% reduced form factor.The commercial focus will be to demonstrate the feasibility and viability of the concept to Samsung UK.