---
title: Building Energy Systems Projects
description: Building Energy Systems
---

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# Building Energy Systems Projects

![programmable-thermostat](https://www.cmi.fraunhofer.org/hs-fs/hubfs/programmable-thermostat.jpg?width=1440&name=programmable-thermostat.jpg "programmable-thermostat")

Fraunhofer CSE's Building Energy Systems group applies its expertise in the following areas of research:

### Field-Testing and Evaluation**

We design, implement and evaluate rigorous field experiments to understand the real-world effectiveness of new and emerging technologies in both commercial and residential buildings.

- Design rigorous field experiments to deliver maximum value and insight
- Recruit and manage buildings for pilots, including large samples of households
- Deploy comprehensive, reliable data acquisition solutions
- Perform behavioral analysis to assess peoples’ use and acceptance of building technologies
- Evaluate the impact on energy consumption, peak demand, and indoor environmental quality
- Analyze large data sets field tests to rigorously evaluate field experiments
- Apply building energy models to extend field-test results to other contexts

**Project examples include:**

- Residential Buildings
- Commercial Buildings

### Algorithm Development**

We develop algorithms that use existing and emerging building data sources to identify operational and retrofit energy savings opportunities.

- Apply machine-learning algorithms to emerging data sets (e.g., electric interval data, communicating thermostats) to develop new insights into building performance and energy-saving opportunities
- Develop Non-intrusive load monitoring (NILM) algorithms to disaggregate electricity consumption
- Apply optimization techniques to optimize building performance

Project examples include:

- [DOE Building America - Programmable Thermostats project](https://www.cse.fraunhofer.org/building-energy/evaluation-of-programmable-thermostats)<https://www.cse.fraunhofer.org/building-energy/non-intrusive-load-monitoring>
- [Non-Intrusive Load Monitoring](https://www.cse.fraunhofer.org/building-energy/non-intrusive-load-monitoring)
- [SHINES/SunDial](https://www.cse.fraunhofer.org/shines)
- [Smart meter data analytics: Prediction of enrollment in residential energy efficiency programs](https://www.cmi.fraunhofer.org/hubfs/Fraunhofer%20-%20AESP%20SmartMeterDataPropensityAlgorithm.pdf?hsLang=en)

### Technology Assessment**

Fraunhofer performs technology assessment projects for government and industry to help decision makers accurately evaluate the full potential of new and emerging building technologies and identify high-impact opportunities.

- Quantify the energy savings potentials and demand impacts of new and emerging technologies using whole-building energy modeling
- Evaluate the current and future cost effectiveness in different applications
- Evaluate commercialization barriers at different stages of the building development, deployment, and operations processes
- Identify the most promising applications and markets for emerging technology platforms
- Prioritize research, development, and demonstration activities

Examples of building technologies assessed include:

- Building Enclosures
- Controls and Diagnostics
- Consumer Electronics / Information & Communication Technology
- HVAC
- Miscellaneous and Electronic Loads

### Energy Consumption Characterization**

We characterize the energy consumption of different end uses in buildings to provide high-quality data to support regulatory decisions.

- Apply a combination of primary (field testing, surveys) and secondary research to model and quantify the per-device, state, and national energy consumption by different devices and end uses
- Conduct scenario analyses to project the future energy consumption of different devices and end uses
- Identify emerging energy-saving opportunities

Examples of end uses characterized include:

- Consumer Electronics / Information & Communication Technology
- Miscellaneous and Electronic Loads
- Medical Equipment

Project examples include:

- [**Energy Consumption of Consumer Electronics**](https://www.cse.fraunhofer.org/building-energy/energy-consumption-of-consumer-electronics)

### Related Links

 

- [Grid Integration Projects](https://www.cmi.fraunhofer.org/services/projects-our-work/energy/grid.html?hsLang=en)

#### Work Examples Links

- [**Biomedical Engineering Examples**](https://www.cmi.fraunhofer.org/en/services/projects-our-work/biomedical.html?hsLang=en)
- [**Custom Automation Examples**](https://www.cmi.fraunhofer.org/en/services/projects-our-work/custom-automation.html?hsLang=en)
- [**Process Management & Consulting Examples**](https://www.cmi.fraunhofer.org/en/services/projects-our-work/process-management-and-consulting.html?hsLang=en)
- [**Energy Systems Examples**](https://www.cmi.fraunhofer.org/en/services/projects-our-work/energy-systems.html?hsLang=en)

#### Contact

###  ![kroth-90x140-2620219245](https://www.cmi.fraunhofer.org/hs-fs/hubfs/kroth-90x140-2620219245.png?width=90&name=kroth-90x140-2620219245.png)

#### Dr. Kurt Roth

Head, Building Energy Systems

Fraunhofer USA CMI  
15 Saint Mary's Street  
MA 02446 Brookline, USA

Phone +1 617-353-1895

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