Grant Information
Project Objectives
- Evaluate how utilities are currently leveraging advanced metering infrastructure (AMI) data to inform pricing, conservation programs (including emergency curtailment practices), affordability programs, and plans for future implementation.
- Analyze AMI data and assess how the data can be leveraged to develop and/or enhance conservation programs, policies, rates, and affordability programs.
- Investigate the potential for advanced analytics, including machine learning, of AMIdatasets to support adaptive or dynamic rate structures, early detection of hardship or atrisk households, categorization of customer classes, dynamic tiering based on household size, and better targeting of affordability and conservation interventions.
- Identify the obstacles utilities and regulators face when balancing conservation, equity, and revenue stability, and how improved AMI data can clarify tradeoffs.
WRF Technical Contact: Sydney Samples
For instructions on how to submit proposals, refer to these instructions or this video.
The Potential Participants listed at the bottom of this page have indicated interest in participating in this research. This information is updated frequently as utilities are encouraged to volunteer throughout the RFP cycle.
Documents
Guidelines and Forms
| Title | Action |
|---|---|
| 2026 Guidelines for Research Priority Program | Download |
| Certification and Assurance Form | Download |
| Co-Funding Support Form | Download |
| Current and Pending Form | Download |
| Financial and Grant Management Researcher Guidelines | Download |
| Financial Grant Management Capabilities Form | Download |
| Instructions for Budget Preparation | Download |
| Proposal Budget Form.xlsx | Download |
RFP
| Title | Action |
|---|---|
| RFP-5409.pdf | Download |
