Carbon management of infrastructure performance: Integrated big data analytics and pavement-vehicle-interactions
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- 作者：Arghavan Louhghalam ; Mehdi Akbarian ; Franz-Josef Ulm ; ulm@mit.edu
- 关键词：Pavement-vehicle-interaction ; Greenhouse gas emissions ; Network analysis ; Power-law distribution ; Big data analytics
- 刊名：Journal of Cleaner Production
- 出版年：2017
- 出版时间：20 January 2017
- 年：2017
- 卷：142
- 期：part_P2
- 页码：956-964
- 全文大小：1943 K
- 卷排序：142
文摘
A framework is proposed for estimating network scale greenhouse gas emission. Data analytics and mechanistic models are used to identify factors affecting emission. Proposed ranking algorithm provides the optimal path to emission reduction. The proposed framework provides a means to improve roadway network sustainability.