
Take Control Of Your Electrical Systems With The Open Source FlexMeasures Energy Management System
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Summary
The generation, distribution, and consumption of energy is one of the most critical pieces of infrastructure for the modern world. With the rise of renewable energy there is an accompanying need for systems that can respond in real-time to the availability and demand for electricity. FlexMeasures is an open source energy management system that is designed to integrate a variety of inputs intelligently allocate energy resources to reduce waste in your home or grid. In this episode Nicolas Höning explains how the project is implemented, how it is being used in his startup Seita, and how you can try it out for your own energy needs.
Announcements
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- Your host as usual is Tobias Macey and today I’m interviewing Nicolas Höning about FlexMeasures, an open source project designed to manage energy resources dynamically to improve efficiency
Interview
- Introductions
- How did you get introduced to Python?
- Can you describe what FlexMeasures is and the story behind it?
- What are the primary goals/objectives of the project?
- The energy sector is huge. Where can FlexMeasures be used?
- Energy systems are typically governed by a marketplace system. What are the benefits that FlexMeasures can provide for each side of that market?
- How do renewable sources of energy confuse/complicate the role that the different stakeholders represent?
- What are the different points of interaction that producers/consumers might have with the FlexMeasures platform?
- What are some examples of the types of decisions/recommendations that FlexMeasures might generate and how to they manifest in the energy systems?
- What are the types of information that FlexMeasures relies on for driving those decisions?
- Can you describe how FlexMeasures is implemented?
- How have the design and goals of the system changed/evolved since you started working on it?
- What are the interfaces that you provide for integrating with and extending the functionality of a FlexMeasures installation?
- What are the operating scales that FlexMeasures is designed for?
- What are the most interesting, innovative, or unexpected ways that you have seen FlexMeasures used?
- What are the most interesting, unexpected, or challenging lessons that you have learned while working on FlexMeasures?
- When is FlexMeasures the wrong choice?
- What do you have planned for the future of FlexMeasures?
Keep In Touch
Picks
Closing Announcements
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Links
- FlexMeasures:
- EyeQuant
- Energy Management System
- OpenEMS
- ICT == Information and Communications Technology
- HomeAssistant
- FlexMeasures HomeAssistant Plugin
- Universal Smart Energy Framework
- PostgreSQL
- TimescaleDB
- OpenWeatherMap
- Timely-Beliefs library
- Flask
- Click
- Pyomo
- scikit-learn
- sktime
- LF Energy
- Flake8
- MyPy
- Black
- Arima Model
- Random Forest
The intro and outro music is from Requiem for a Fish The Freak Fandango Orchestra / CC BY-SA
pythonpodcast.com/linode
pythonpodcast.comWebsite
nicolashoening.de@nhoening
twitter.comLinkedIn
linkedin.comShe-Hulk
disneyplus.comKleo
netflix.comAltair
altair-viz.github.ioData Engineering Podcast
dataengineeringpodcast.comMachine Learning Podcast
themachinelearningpodcast.comsite
pythonpodcast.comiTunes
itunes.apple.comGithub
github.comLinux Energy Foundation
lfenergy.orgMailing List
lists.lfenergy.orgTwitter
twitter.comEyeQuant
eyequant.comEnergy Management System
en.wikipedia.orgOpenEMS
openems.ioICT == Information and Communications Technology
en.wikipedia.orgHomeAssistant
home-assistant.ioPodcast Episode
pythonpodcast.comFlexMeasures HomeAssistant Plugin
github.comUniversal Smart Energy Framework
usef.energyPostgreSQL
postgresql.orgData Engineering Podcast Episode
dataengineeringpodcast.comTimescaleDB
timescale.comData Engineering Podcast Episode
dataengineeringpodcast.comOpenWeatherMap
openweathermap.orgTimely-Beliefs
github.comFlask
flask.palletsprojects.comClick
click.palletsprojects.comPyomo
pyomo.orgscikit-learn
scikit-learn.orgsktime
sktime.orgLF Energy
lfenergy.orgFlake8
flake8.pycqa.orgMyPy
mypy-lang.orgPodcast Episode
pythonpodcast.comBlack
black.readthedocs.ioArima Model
en.wikipedia.orgRandom Forest
en.wikipedia.orgThe Freak Fandango Orchestra
freemusicarchive.orgCC BY-SA
creativecommons.org
- 0:13Introduction and Sponsor Message
- 1:31Interview with Nicholas Hoehning: Introduction and Background
- 2:55Flex Measures: Concept and Importance
- 5:27Energy Management Systems Landscape
- 7:09Goals and Target Audience of Flex Measures
- 9:24Flex Measures for Homeowners
- 11:25Energy Systems and Marketplaces
- 15:27Impact of Renewables on Energy Markets
- 19:03Data Integration and Processing in Flex Measures
- 23:01Design and Scalability of Flex Measures
- 28:02Extensibility and Predictive Capabilities
- 30:56Evolution and Open Sourcing of Flex Measures
- 32:51Commercial and Open Source Balance
- 35:39Challenges in Predictive Modeling
- 38:20Innovative Applications of Flex Measures
- 39:22Lessons Learned in Development
- 42:02When Flex Measures is Not Suitable
- 42:37Future Plans and Exciting Areas
- 47:18Contact Information and Picks