识别和表征伦敦中产阶级化的空间分析
技术
- 分析与建模 - 机器学习
适用行业
- 城市与自治市
- 设备与机械
用例
- 智慧城市运营
关于客户
高级空间分析中心（CASA）是一个专注于城市科学的跨学科研究机构。它是伦敦大学学院巴特利特建筑环境学院的一部分。 CASA 使用地理空间分析来应对与城市发展和转型相关的一系列挑战。他们感兴趣的关键领域之一是中产阶级化现象，他们的目标是识别、描述和预测其在伦敦市内不同社区的发生。
挑战
伦敦大学学院高级空间分析中心 (CASA) 面临着识别、描述和定位最近经历高档化的伦敦社区的挑战。他们需要分解数据揭示的不同类型的变化。此外，他们的目的是预测哪些社区可能成为中产阶级化的下一个目标。最终目标是呈现并提供数据、代码和新颖的交互式可视化，作为支持城市政策和决策的综合工具。
解决方案
CASA 转向了 CARTO，该平台以其利用新颖的机器学习、空间分析技术和新的多维数据源的能力而闻名。 CARTO 用于创建新颖的交互式可视化，这将有助于识别和描述中产阶级社区的特征。该平台的先进功能使 CASA 不仅能够识别已经经历高档化的区域，还能够预测哪些社区可能是下一个。使用 CARTO 创建的数据、代码和可视化是支持城市政策和决策的综合工具。
运营影响
数量效益
Case Study missing?
Start adding your own!
Register with your work email and create a new case study profile for your business.
相关案例.
Case Study
Turning A Stadium Into A Smart Building
Honeywell created what it called the “intelligent system” for the National Stadium in Beijing, China, turning the venue for the opening and closing events at the 2008 Summer Olympics into a “smart building.” Designed by highly controversial artist Ai Weiwei, the “Bird’s Nest” remains one of the most impressive feats of stadium architecture in the world. The 250,000 square meter structure housed more than 100,000 athletes and spectators at a time. To accommodate such capacity, China turned to Honeywell’s EBI Integrated Building Management System to create an integrated “intelligent system” for improved building security, safety and energy efficiency.
Case Study
Smart Water Filtration Systems
Before working with Ayla Networks, Ozner was already using cloud connectivity to identify and solve water-filtration system malfunctions as well as to monitor filter cartridges for replacements.But, in June 2015, Ozner executives talked with Ayla about how the company might further improve its water systems with IoT technology. They liked what they heard from Ayla, but the executives needed to be sure that Ayla’s Agile IoT Platform provided the security and reliability Ozner required.
Case Study
IoT enabled Fleet Management with MindSphere
In view of growing competition, Gämmerler had a strong need to remain competitive via process optimization, reliability and gentle handling of printed products, even at highest press speeds. In addition, a digitalization initiative also included developing a key differentiation via data-driven services offers.
Case Study
Predictive Maintenance for Industrial Chillers
For global leaders in the industrial chiller manufacturing, reliability of the entire production process is of the utmost importance. Chillers are refrigeration systems that produce ice water to provide cooling for a process or industrial application. One of those leaders sought a way to respond to asset performance issues, even before they occur. The intelligence to guarantee maximum reliability of cooling devices is embedded (pre-alarming). A pre-alarming phase means that the cooling device still works, but symptoms may appear, telling manufacturers that a failure is likely to occur in the near future. Chillers who are not internet connected at that moment, provide little insight in this pre-alarming phase.
Case Study
Premium Appliance Producer Innovates with Internet of Everything
Sub-Zero faced the largest product launch in the company’s history:It wanted to launch 60 new products as scheduled while simultaneously opening a new “greenfield” production facility, yet still adhering to stringent quality requirements and manage issues from new supply-chain partners. A the same time, it wanted to increase staff productivity time and collaboration while reducing travel and costs.
Case Study
Integration of PLC with IoT for Bosch Rexroth
The application arises from the need to monitor and anticipate the problems of one or more machines managed by a PLC. These problems, often resulting from the accumulation over time of small discrepancies, require, when they occur, ex post technical operations maintenance.
