Hydropower Research Institute

What Hydropower Research Institute does

Hydropower Research Institute (HRI) is a non-profit collaborative founded in 2018 and headquartered in Wenatchee, Washington, that helps hydropower owner-operators lower operations and maintenance costs through digital transformation. The organization is member-driven and serves major North American hydropower operators, including the U.S. Army Corps of Engineers, U.S. Bureau of Reclamation, New York Power Authority, Ontario Power Generation, Southern Company, and Chelan County PUD. HRI operates on three pillars — data, coaching, and collaboration — and is governed by a leadership team and board composed of representatives from member organizations.

The core product is the HRI Platform, a cloud-based system that aggregates, standardizes, and anonymizes operational hydropower data (SCADA telemetry such as temperature, vibration, and pressure), equipment profile data, and event/outage data using a proprietary universal hydropower taxonomy. The platform holds 677GB of data covering data from 2003 to present, including 12,767+ datapoints and 154,118+ events across 283 active generating units from 18 manufacturers. Supporting products include the HRI Member Portal, HRI Discussion Board (launched 2024), HRI Training Library, and the Technical Collaboration Group (TCG). Five U.S. National Laboratories — Argonne, Pacific Northwest, Oak Ridge, National Renewable Energy Laboratory, and Idaho National Laboratory — serve as research partners. HRI also publishes annual reports, hosts the annual Collaboration Forum (including Innovation Day, started in 2023), and offers API access to member data.

HRI funds its operations through annual membership dues paid by hydropower owner-operators, with pricing not publicly disclosed. The organization's data commitments represent 42% of U.S., 9% of Canadian, and 3.7% of global hydropower generating capacity (approximately 50GW across 197 plants and 844 generating units). The 6-person organization runs lean, with strategic and technical work distributed across member organizations, National Labs, and member-led research projects covering predictive maintenance, anomaly detection, and large language model applications for operational data.

Name

Hydropower Research Institute

Legal name

Hydropower Research Institute

Website

https://hridata.org

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

1–10 employees

Short description

Hydropower Research Institute (HRI) is a non-profit collaborative founded in 2018 that operates a cloud-based data platform aggregating, standardizing, and anonymizing operational hydropower data from member utilities and government agencies, enabling cross-fleet benchmarking, predictive analytics, and digital transformation for the North American hydropower industry.

Ownership category

akta.pro rank

Product category

Hydropower Operations Data & Analytics Platform

NAICS

Hydroelectric Power Generation (221111), Computer Facilities Management Services (541513), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

akta.pro primary industry

Hydropower Plant Controls, SCADA & Digital Optimization (Automation, Monitoring, Analytics) (EUAMADAG)

akta.pro secondary industries

Hydropower Digital, Controls & SCADA/Automation (EUACAEAI), Hydropower Asset Management & Performance Optimization (EUACAEAK), SCADA/HMI Platforms (IMAGABAB), Hydropower Operations, Maintenance & Asset Management (O&M, Spares, Performance) (EUAMADAE)

Keywords

• Hydropower data analytics
• Operational data platform
• Predictive maintenance
• Digital transformation
• Industry collaboration

Headquarters

HQ city

Wenatchee

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Membership Fees: HRI is a non-profit organization funded through membership dues from hydropower owner-operators. Members pay to access the platform, share data, participate in coaching programs, and collaborate on projects.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

Hydropower Research Institute aggregates, standardizes, and anonymizes operational hydropower data (SCADA, outage, maintenance, equipment profile) from member organizations onto a cloud-based HRI Platform accessible to hydropower owner-operators and researchers. It complements this platform with a secure Member Portal, a cross-organization Discussion Board, a Training Library, and recurring collaboration forums to advance digital transformation in the hydropower industry.

Product overview

The Hydropower Research Institute (HRI) operates as a data-driven collaborative platform built around three pillars: data, coaching, and collaboration. The core product is the HRI Platform, which aggregates, standardizes, and anonymizes operational hydropower data from member organizations, enabling cross-fleet analysis. Supporting this platform are the HRI Member Portal for accessing published research and documents, the HRI Discussion Board for cross-organizational collaboration, and the HRI Training Library for self-service and live training on platform usage and analytics. The Technical Collaboration Group (TCG) and annual Collaboration Forum provide structured engagement mechanisms for knowledge sharing and industry-wide coordination.

Differentiator

Problem solved

Functional benefit

Products and services

• HRI Platform The HRI Platform provides members with access to standardized, anonymized hydropower operational and event data spanning back to 2003, enabling cross-fleet benchmarking, performance tracking, and advanced analytics against a universal hydropower taxonomy across companies, equipment manufacturers, and countries.
• HRI Member Portal A secure portal for HRI members to access published HRI documents, collaboration forum materials, training resources, use cases, project outcomes, and member contacts.
• HRI Discussion Board A digital collaboration tool launched by HRI that enables members to share ideas, ask questions, get information, and discuss industry challenges within their own organization and across member companies.
• HRI Training Library Self-service and live training resources for HRI members covering basic platform usage, advanced analytics, and digital transformation concepts, available on-demand and revisitable.
• Technical Collaboration Group (TCG) A technical group that meets regularly to bring HRI members together for in-depth technical discussions and idea sharing, with participants tailored to meeting topics for efficient and effective discussions.
• Collaboration Forum HRI's annual conference bringing together member industry leaders to share work, discuss pressing industry issues, and prioritize HRI's initiatives and goals, including the Innovation Day track for sharing innovative projects.

Quantifiable outcome

• Members can build advanced AI and machine learning models using industry-wide datasets
• +2 more outcomes

Named customers6 records

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability11 records

Feature6 records

Partnerships

Five partnerships are on record, tiered core.

• Argonne National Laboratory (ANL)coreStrategic or Co-development Partner · 1 January 2021ANL is one of five National Labs partnering with HRI. They conduct research to help the hydropower industry solve challenging problems and test new methods. ANL developed an AI-based bearing degradation model that HRI tested using hydropower data from the HRI Platform to evaluate whether it could help members identify early signs of declining bearing health.
• Pacific Northwest National Laboratory (PNNL)coreStrategic or Co-development Partner · 1 January 2021PNNL is one of five National Labs partnering with HRI. They conduct research to help the hydropower industry solve challenging problems and test new methods using HRI data and member knowledge.
• Oak Ridge National Laboratory (ORNL)coreStrategic or Co-development Partner · 1 January 2021ORNL is one of five National Labs partnering with HRI. They conduct research to help the hydropower industry solve challenging problems and test new methods using HRI data.
• National Renewable Energy Laboratory (NREL)coreStrategic or Co-development Partner · 1 January 2021NREL is one of five National Labs partnering with HRI. They conduct research to help the hydropower industry solve challenging problems and test new methods.
• Idaho National Laboratory (INL)coreStrategic or Co-development Partner · 1 January 2021INL is one of five National Labs partnering with HRI. They conduct research to help the hydropower industry solve challenging problems and test new methods.

Scale indicators10 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• OSIsoft / AVEVA PI System: OSIsoft's PI System is the dominant industrial time-series data infrastructure used by power generators worldwide, including hydropower operators. It is comparable as the underlying data collection and analytics layer for operational SCADA data, though it is a general-purpose industrial platform rather than a hydropower-specific collaborative.
• Siemens MindSphere / Asset Analytics: Siemens offers industrial IoT and asset analytics platforms (MindSphere and related APM solutions) used by power generation operators. It is comparable as a cloud-based industrial data and analytics platform competing for the same digital transformation use cases in hydropower.
• GE Vernova (Predix / APM): GE Vernova offers Predix-based asset performance management and digital solutions tailored to power generation, including hydropower. It is comparable as an industrial analytics offering integrated with turbine OEM service contracts, directly competing for the same O&M optimization use cases HRI addresses.
• ABB Ability APM: ABB Ability Asset Performance Management is an industrial analytics offering used in power and process industries. It is comparable as an OEM-bundled APM solution for hydropower and other generation assets, offering similar predictive maintenance and reliability analytics.

Emerging players

• Element Analytics: Element Analytics provides an industrial data fabric for operational time-series data, used by power and process customers. It is comparable as an infrastructure layer that organizes operational sensor and asset data for analytics, addressing similar data standardization challenges HRI solves for hydropower specifically.

Direct peers

• Augury: Augury provides AI-based machine health and process optimization solutions for industrial assets using vibration and sensor data. It is comparable as a predictive maintenance platform leveraging anomaly detection on equipment sensor streams, applicable to rotating equipment in hydropower plants.
• C3.ai: C3.ai provides enterprise AI applications for asset performance, predictive maintenance, and process optimization in energy and industrial sectors. It is comparable as a platform applying AI/ML to operational sensor data for utility and energy customers, though at a broader enterprise scale.
• Uptake: Uptake builds AI-driven asset performance and predictive maintenance software for industrial customers including power generation. It is comparable as an AI/analytics platform that turns operational equipment data into failure predictions and O&M optimization recommendations.
• SparkCognition: SparkCognition delivers AI-driven asset analytics, predictive maintenance, and anomaly detection for energy and industrial customers. It is comparable as an AI platform applying machine learning to operational sensor and event data for power generation asset optimization.

Regional players

• DNV (energy advisory & data): DNV provides energy advisory, asset management software, and benchmarking services to power generators globally, including hydropower. It is comparable as a third-party provider of independent performance benchmarking and reliability analytics, though focused on consulting and certification rather than a member-driven data collaborative.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/hridata

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Hydropower Research Institute