关于ICF

蒂姆·希尔曼

Director, 分析 and Customer 的见解
Tim is an analytics and customer insights expert with 20 years of experience in the energy industry, supporting the scaled application of analytics to continually derive insights.

以前, Tim served in an advisory role for energy, 水, and greenhouse gas management, as well as overall sustainability oversight for numerous governmental entities and regional collaborations. His experience ranges from national, 状态, and local government policy development to energy utility demand-side management program implementation and evaluation.

Over the last decade, Tim has focused on the energy utility and data analytics fields, specializing in the use of data mining techniques to help utilities develop a deeper understanding of their customers in order to design programs and customer 订婚 strategies to achieve program goals with more cost-effectiveness. He has helped enable significant growth for our programs and success for our clients in this area by fostering a culture of applied analytics, establishing systems and processes to support the scaled application of analytics to derive insights.

Tim leads our Sightline 分析 and customer insights team and has managed Sightline deployments for over 20 large U.S. utilities and government entities, covering dozens of residential and commercial energy efficiency programs and customer 订婚 initiatives. Tim’s team focuses on data management and analysis of customer response, 订婚, and energy use trends for hundreds of marketing campaigns and customer energy reports spanning tens of millions of customers. The team has developed highly effective and proven predictive analytics routines that have improved the cost-effectiveness of customer 订婚 efforts by better identifying customers most likely to participate and benefit from specific offers.

出版物
  • 希尔曼,T. (2011). “Neighborhood Outreach Utilizing Social Norms and Existing Social Networks”, U.S. Department of 能源 Building America Program - Residential Buildings 能源 Efficiency Technical Update Meeting.
  • 希尔曼,T., B. 詹森,. Ramaswami. (2011). Spatial allocation of transportation greenhouse gas emissions at the city-scale. ASCE Journal of 运输 Engineering. 137(6): 416-425.
  • 冲突,年代. T. 希尔曼,C. 科尔文. (2010). “Moving Beyond Recycling: Normalizing 能源 Conservation 行为 A Case Study of Teach for Sustainability”, 行为, 能源 & Climate Change Conference – Poster Session. 萨克拉门托,. 11月14 - 17日.
  • 希尔曼,T.; Ramaswami, A. (2010). “Greenhouse Gas Emission Footprints and 能源 Use Metrics for Eight US Cities”, 环境al Science & 技术, 44: 1902-1910.
  • 伯奇,J., J. Salasovich T. 希尔曼. (2005). Cold-climate solar domestic 水 heating systems: life-cycle analyses and opportunities for cost reduction. Presented at the ISES Solar World Congress, Orlando, FL. 2005. NREL / cp - 550 - 37748.
  • 希尔曼,T., A. 特,J. 麦卡洛和A. Borbely-Bartis. (2001). Assessment of Code Officials' Needs in Tri-Cities, 华盛顿, to Accelerate Permitting Process for Fuel Cells in Buildings. 准备好了吗?.S. Department of 能源. 太平洋西北国家实验室- 13507