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Smart Cities: Enhancing Public Services with DSS
技术
- 分析与建模 - 预测分析
- 应用基础设施与中间件 - 数据交换与集成
适用行业
- 城市与自治市
- 运输
适用功能
- 物流运输
用例
- 智慧城市运营
- 补货预测
服务
- 数据科学服务
- 软件设计与工程服务
挑战
Parkeon 是一家全球停车和交通系统供应商，他们希望利用他们所掌握的有关城市司机习惯的大量数据。他们的目标是设计一个强大的停车位可用性预测 B2C 应用程序，该应用程序可以提供可靠的停车位可用性预测，并丰富停车计费器数据以创造更智能的功能。挑战在于将停车计费器数据和地理定位数据转化为准确的预测，以便在用户友好的移动应用程序中使用。
关于客户
Parkeon 是一家全球停车和交通系统供应商。他们的核心专长在于支付解决方案，例如多车位停车计费表、手机支付、售票机等。Parkeon 系统遍布全球 3,500 多个城市和 55 个国家/地区。他们拥有大量有关城市驾驶员习惯的数据，并希望利用这些数据构建一款能够可靠预测停车位可用性的应用程序，并丰富停车计费表数据以创造更大的智能。
解决方案
Parkeon 使用 Data Science Studio 构建了一款名为“Path to Park”的移动应用程序，该应用程序可预测驾驶员更有可能找到停车位的区域。该应用程序使用最先进的预测算法来分析每天来自停车计费器的数百万笔交易，并将其与来自开源 OpenStreetMap 的地理数据相结合。街道被划分为多个部分，并丰富了各种信息，例如周围的兴趣点。停车计费器的数据与街道部分和兴趣点进行交叉检查，以提供准确的停车位可用性预测。
运营影响
数量效益
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.
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Case Study
Smart Street Light Network (Copenhagen)
Key stakeholders are taking a comprehensive approach to rethinking smart city innovation. City leaders have collaborated through partnerships involving government, research institutions and solution providers. The Copenhagen Solutions Lab is one of the leading organizations at the forefront of this movement. By bringing together manufacturers with municipal buyers, the Copenhagen Solutions Lab has catalyzed the development and deployment of next-generation smart city innovations. Copenhagen is leveraging this unique approach to accelerate the implementation of smart city solutions. One of the primary focus areas is LED street lighting.
Case Study
Airport SCADA Systems Improve Service Levels
Modern airports are one of the busiest environments on Earth and rely on process automation equipment to ensure service operators achieve their KPIs. Increasingly airport SCADA systems are being used to control all aspects of the operation and associated facilities. This is because unplanned system downtime can cost dearly, both in terms of reduced revenues and the associated loss of customer satisfaction due to inevitable travel inconvenience and disruption.
Case Study
IoT-based Fleet Intelligence Innovation
Speed to market is precious for DRVR, a rapidly growing start-up company. With a business model dependent on reliable mobile data, managers were spending their lives trying to negotiate data roaming deals with mobile network operators in different countries. And, even then, service quality was a constant concern.
Case Study
Buoy Status Monitoring with LoRa
The Netherlands are well-known for their inland waterways, canals, sluices and of course port activities. The Dutch Ministry of Infrastructure indicates that there are thousands of buoys and fixed items in and near water environments that would profit from IoT monitoring. One of the problems with buoys for example, is that they get hit by ships and the anchor cable breaks. Without connectivity, it takes quite some time to find out that something has happened with that buoy. Not to mention the costs of renting a boat to go to the buoy to fix it. Another important issue, is that there is no real-time monitoring of the buoys at this moment. Only by physically visiting the object on the water, one gains insight in its status.
