Published

2 years ago

January 10, 2024

Alice Rush

AI Project For Sustainability: Open Climate Fix

Open Climate Fix: Tackling the Climate Crisis Through Open Data and Innovation

Climate change is the looming threat of our generation, demanding urgent action and ambitious solutions. Enter Open Climate Fix (OCF), a non-profit product lab driven by a singular mission: reducing greenhouse gas emissions as rapidly as possible.

At its core, OCF operates as a collaborative innovation hub, harnessing the power of data and technology to address critical challenges in the energy sector. But what sets them apart is their commitment to open collaboration: their code, data, and findings are shared publicly, fueling a global movement towards a more sustainable future.

History of Open Climate Fix

Open Climate Fix (OCF) may be relatively young, founded in 2019, but its story is packed with purpose and rapid progress.

Here’s a glimpse into their trajectory:

Seed of an Idea (2018): The spark ignited from a seemingly simple observation: a disconnect existed between the energy industry and cutting-edge research solutions that could address critical challenges like greenhouse gas emissions. Recognizing this gap, a group of passionate individuals set out to bridge it.

Birth of a Movement (2019): OCF officially came to life, driven by a singular mission: reducing greenhouse gas emissions as rapidly as possible. Their approach? Open collaboration and leveraging the power of data and technology.

Early Strides (2019-2020): The initial focus was on building partnerships across industry and academia. Projects like Open Energy Data (advocating for data transparency) and the UK PV map (pinpointing solar potential) laid the foundation for open-source innovation.

Scaling Impact (2021-present): With a growing community and increasing support, OCF’s projects matured. The PV Nowcasting model achieved impressive accuracy, saving tons of potential emissions. Further collaborations, like the National Grid ESO partnership, amplified their reach.

Present and Beyond: Today, OCF is a vibrant hub of innovators, tackling diverse challenges from improving renewable energy forecasting to empowering energy data analysis. Their open-source philosophy continues to be their DNA, attracting global contributors and accelerating progress.

Key factors fueling their success:

Clear and ambitious mission: Reducing emissions, not just tinkering around the edges.
Open and collaborative approach: Sharing knowledge and tools freely fosters a global movement.
Focus on scalability and real-world impact: Solutions must work and reach millions, not just stay in lab notebooks.
Rapid prototyping and iteration: Adapting quickly to changing needs and maximizing impact.

What Makes OCF Tick?

Focus on impact: Every project at OCF is meticulously chosen based on its potential for scalable and tangible emissions reductions.
Data-driven solutions: OCF leverages data science and machine learning to develop practical tools and solutions. For example, they’ve made significant strides in improving renewable energy predictions, making it easier for grids to integrate clean energy sources.
Open data for all: Transparency and collaboration are key values for OCF. They believe that by making data and tools freely available, they can empower researchers, developers, and other stakeholders to innovate and accelerate progress.
Rapid prototyping: OCF embraces an agile approach, iterating quickly on ideas and testing them in real-world settings. This allows them to adapt to changing needs and maximize their impact.

Key Projects Driving Change:

Improving solar energy predictability: OCF’s AI-powered forecasting models help grids integrate more solar power by accurately predicting its generation, reducing reliance on fossil fuels.
Mapping solar potential: Their open-source solar map pinpoints areas with the highest potential for solar energy production, aiding policymakers and investors in making informed decisions.
Democratizing energy data: OCF advocates for open access to energy data, creating tools and resources that make it easier for everyone to understand and analyze energy consumption.

Get Involved in the Fix!

Open Climate Fix’s approach is inspiring, and the opportunities for involvement are diverse. You can:

Contribute to their open-source projects: Whether you’re a data scientist, software developer, or designer, your skills can help develop the tools and solutions needed to combat climate change.
Spread the word: Raise awareness about OCF’s work and the importance of open data in accelerating the transition to a clean energy future.
Support their mission: Donations and sponsorships enable OCF to continue their vital work and expand their impact.

Open Climate Fix is a beacon of hope, demonstrating that innovative thinking, open collaboration, and data-driven solutions can tackle the climate crisis head-on. By joining the Fix, you can contribute to a future powered by clean energy and fueled by collective action.

Statistics Data of Open Climate Fix

While Open Climate Fix is still a relatively young organization (founded in 2019), they are making impressive strides in their mission to reduce greenhouse gas emissions. Here are some key statistics that highlight their impact:

Project-specific:

Solar forecasting:
- Their PV Nowcasting model achieved a mean absolute error of 7%, significantly improving grid integration of solar power.
- Over 100,000 tonnes of CO2 emissions could be avoided annually in the UK alone if National Grid adopted their forecasting methods.
Solar mapping:
- Their UK PV map has been accessed over 50,000 times, informing solar installation decisions.
- They are expanding the map to cover other countries, further facilitating solar deployment.
Open data advocacy:
- They released the Open Energy Data Standard, contributing to increased data transparency in the energy sector.
- They have trained over 500 people on using and analyzing energy data through their workshops and tutorials.

General impact:

Open source contributions:
- Over 100 contributors have collaborated on their open-source projects, fostering a global community of innovators.
- Their code repositories have received over 12,000 stars on GitHub, indicating widespread interest and adoption.
Media coverage:
- Open Climate Fix has been featured in reputable publications such as The Guardian, MIT Technology Review, and Forbes, raising awareness about their work.
Funding and support:
- They have received funding from leading organizations like Alphabet’s X, further validating their approach and potential.
- They have partnerships with universities, research institutions, and energy companies, amplifying their reach and impact.

Open Climate Fix primarily focuses on developing solutions and tools, so direct emissions reductions are often tied to specific implementations by other entities. However, the statistics above demonstrate their significant progress in creating the foundation for a lower-carbon future through data, innovation, and open collaboration.

Open Climate Fix: Impact Statistics Breakdown

Here is Open Climate Fix: Impact Statistics Breakdown

Project/Area	Key Metrics	Details & Significance
Solar Forecasting	– PV Nowcasting model: 7% Mean Absolute Error<br>- 100,000+ tonnes CO2 emissions avoided (potential)<br>	This highly accurate forecasting allows grids to better integrate solar, reducing reliance on fossil fuels. The potential emissions reduction highlights the substantial environmental impact.
Solar Mapping	– 50,000+ map accesses<br>- Expansion to other countries	The UK PV map helps inform solar installation decisions, driving renewable energy adoption. Global expansion will further its reach and impact.
Open Data Advocacy	– Open Energy Data Standard released<br>- 500+ people trained on energy data analysis	This standard promotes data transparency, encouraging wider data sharing and use in the energy sector. Training workshops empower others to leverage data for solutions.
Open Source Contributions	– 100+ contributors<br>- 12,000+ GitHub stars	The large collaboration network and high repository engagement demonstrate the community’s interest and support for Open Climate Fix’s work.
Media Coverage	– Features in The Guardian, MIT Tech Review, Forbes	Reputable publications’ attention raises awareness about Open Climate Fix’s mission and achievements.
Funding and Support	– Funding from Alphabet’s X<br>- Partnerships with universities, research institutions, energy companies	Backing from prominent organizations validates Open Climate Fix’s potential and expands its reach through collaborations.

Additional Details:

These statistics offer a snapshot of Open Climate Fix’s progress at a particular point in time. Their website and platforms provide continuously updated information on their projects, metrics, and impact.
While some projects have quantifiable emissions reductions (e.g., solar forecasting potential), others focus on creating tools and solutions that enable emissions reductions by others. Their overall impact goes beyond direct emissions reductions.
Open Climate Fix emphasizes transparency and open access. You can explore their Github repositories, blog posts, and other resources for deeper insights into their specific initiatives and achievements.

I hope this table and expanded details provide a more comprehensive picture of Open Climate Fix’s impactful work.

Conclusion AI Project For Sustainability: Open Climate Fix

Open Climate Fix: A Beacon of Hope in the Fight for Sustainability

In the face of the overwhelming climate crisis, Open Climate Fix (OCF) stands as a powerful testament to the transformative potential of collaboration, open data, and AI-powered solutions. This non-profit innovation hub isn’t just tackling the problem; it’s fundamentally changing the way we tackle it.

OCF’s impact goes beyond mere statistics. While their data-driven projects, like the impressively accurate solar forecasting model, undeniably save emissions and empower clean energy integration, their true strength lies in unlocking the collective power of human ingenuity. By openly sharing their code, data, and findings, they ignite a global movement of passionate individuals, researchers, and organizations, all working towards the same critical goal: a sustainable future.

This open approach fosters remarkable progress. Imagine a world where every solar panel installation leverages OCF’s forecasting models, every energy policy decision draws insights from their open data maps, and every innovation builds upon their freely available tools.

That is the future OCF is driving us towards, a future where sustainability is not a niche pursuit but a collaborative endeavor shared by all.

Of course, challenges remain. Scaling solutions, ensuring widespread adoption, and navigating complex socio-economic realities are just some of the hurdles OCF needs to overcome. Yet, their agile approach, unwavering commitment, and ever-growing community give us every reason to believe they will succeed.

In conclusion, Open Climate Fix is more than just an AI project; it’s a beacon of hope. It’s a demonstration that with open hearts, open minds, and open access to data and tools, we can collectively rise to meet the greatest challenge of our time. Join the Fix, contribute your skills, and lend your voice to the chorus calling for a cleaner, brighter future. Together, we can make Open Climate Fix’s ambitious vision a reality.

Remember:

Open Climate Fix is not just about solutions; it’s about a movement.
Their open data philosophy empowers countless others to contribute to the fight for sustainability.
The challenges are real, but the potential is limitless. Get involved and be part of the Fix!

Let us stand shoulder-to-shoulder, armed with data, driven by innovation, and guided by the unwavering hope that Open Climate Fix has ignited. Together, we can open the door to a sustainable future.

https://www.exaputra.com/2024/01/ai-project-for-sustainability-open.html

Related Topics:Open Climate Fix Sustainability

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Alice Rush

Renewable Energy

ACORE Applauds Maryland Gov. Moore’s New Executive Order on Energy Affordability and Reliability

Published

17 hours ago

December 19, 2025

Alice Rush

ACORE Applauds Maryland Gov. Moore’s New Executive Order on Energy Affordability and Reliability

December 19, 2025

ACORE Applauds Maryland Gov. Moore’s New Executive Order on Energy Affordability and Reliability

FOR IMMEDIATE RELEASE
Dec. 19, 2025

WASHINGTON, D.C. — The American Council on Renewable Energy (ACORE) issued the following statement from ACORE President and CEO Ray Long in response to Governor Wes Moore’s announcement of new initiatives to build an affordable and reliable energy future for Maryland.

“ACORE applauds Gov. Wes Moore for setting forth a new series of energy initiatives that seek to stabilize energy bills while ensuring grid reliability and efficiency for Marylanders. In particular, ACORE commends key provisions in the order to increase the deployment of advanced transmission technologies; streamline the siting and permitting of high-voltage transmission, energy storage, and other infrastructure; advance wholesale market reforms; and more. As the country enters a new era of electricity demand, initiatives like Gov. Moore’s will facilitate significant progress toward building a modern and reliable grid needed to maintain economic competitiveness and keep the lights on,” said ACORE President and CEO Ray Long.

###

ABOUT ACORE

For over 20 years, the American Council on Renewable Energy (ACORE) has been the nation’s leading voice on the issues most essential to clean energy expansion. ACORE unites finance, policy, and technology to accelerate the transition to a clean energy economy.

For more information, please visit http://www.acore.org.

Media Contacts:
Stephanie Genco
Senior Vice President, Communications
American Council on Renewable Energy
communications@acore.org

The post ACORE Applauds Maryland Gov. Moore’s New Executive Order on Energy Affordability and Reliability appeared first on ACORE.

https://acore.org/news/acore-statement-on-gov-wes-moores-new-energy-executive-order/

Renewable Energy

Meat–It’s What’s for Dinner, if You Don’t Care about the Animals or the Planet

Published

19 hours ago

December 19, 2025

Alice Rush

We often hear meat-eaters say things like, “If beef isn’t good, why do the manufacturers of plant-based burgers try so hard to make their burgers taste like real meat?”

There is no doubt that cow and pig meat tastes and smells great; every vegan on Earth will tell you that.

The problem lies elsewhere, in a) the environmental impact of clearing the rainforests to make room for more cows, and b) the cruelty inherent in factory farming and the slaughtering of the animals.

Meat–It’s What’s for Dinner, if You Don’t Care about the Animals or the Planet

Renewable Energy

FAQs: Your Most Common Commercial Solar Questions Answered

Published

1 day ago

December 19, 2025

Alice Rush

Currently, if you’re exploring solar energy for your business, you’re likely drowning in questions about solar panel installation costs, potential savings, government rebates, installation requirements, long-term value, and more.

At Cyanergy, we work with thousands of Australian businesses, ranging from small, family-run citrus farms to large industrial manufacturing facilities, that want cleaner, cheaper, and more reliable energy but aren’t sure where to begin.

Don’t worry!

To help you out, we’ve created the ultimate Commercial Solar FAQ guide, featuring straightforward answers drawn from Cyanergy’s extensive experience and expertise.

We’ve also added helpful sections that explain what commercial solar installation actually is, why it matters, its key benefits, and a complete walkthrough of the installation process so you understand the entire journey from start to finish.

So, let’s see how this Cyanergy guide answers the most common commercial solar FAQs, explaining them in simple, practical terms!

In this blog post:

What Is Commercial Solar Installation?

Commercial solar installation refers to the design, engineering, and installation of solar power systems specifically tailored for businesses or commercial properties.

In Australia, large offices, manufacturing facilities, or retail buildings are equipped with photovoltaic (PV) systems to generate clean, renewable electricity.

By adopting solar energy, businesses can reduce their utility costs, lower their carbon footprint, and enhance long-term energy reliability. However, the process is complicated and requires professional installation to ensure efficiency and obtain necessary regulatory approvals.

The commercial solar PV systems are best as they:

Have higher power demands.
Use more advanced engineering.
Can range from 10 kW to multi-megawatt systems.
Often involves roof, ground, or carport mounting.
Require strategic planning around operating hours and energy patterns.

Cyanergy’s Commercial Solar Power Solutions

Switching to solar isn’t just an upgrade for Australians, it’s a strategic investment that transforms how your business powers its future.

At Cyanergy, our commercial solar installations go far beyond placing panels on a roof. We deliver a complete, long-term energy solution designed to slash your operating costs and maximise energy efficiency for decades.

Our comprehensive service includes:

Full energy analysis
Tailored system design
Engineering approvals
High-efficiency Tier-1 solar panels
Premium, reliable inverters
Installation by certified electricians
Ongoing monitoring & maintenance for peak performance

Key Components of Commercial Solar Panel System

Solar panels (solar PV modules)
Inverters
Roof or ground-mounted racking systems
Electrical wiring and monitoring equipment
Additional Backups (Battery storage, Generators)

Your Answers to the Most Common Commercial Solar Questions| Get the Facts!

Before you go solar, it’s wise to know all the truth without any guesswork.

Why? This clear understanding of the most asked commercial solar FAQs can be the game-changer for your business that
needs to operate sustainably while reducing annual energy costs.

So, here are the 15 key answers every homeowner needs to know before investing in solar panel
technology:

1. Is commercial solar really worth it for my business?

Short answer: Absolutely yes, if you consume power.

Long answer: Undoubtedly, Commercial solar energy has become one of the smartest financial decisions
an Australian business owner can make.

At Cyanergy, we consistently see commercial clients slash their electricity bills by 40-80%, depending on system
size, energy usage patterns, and solar exposure. With power prices rising year after year, solar acts as a financial
shield.

Let’s see why it’s worth it:

Lower operational expenses, so the power bills drop dramatically
Offering fast ROI (many Cyanergy clients see payback in 2 to 4 years)
Government
rebates reduce the upfront cost.
Protection against energy price volatility
Increased property value and aesthetics
Boosted sustainability credentials, grabbing the attention of eco-conscious buyers.

Remember! Solar isn’t just a cost; it’s an investment that pays you back in the long run.

2. How much does a commercial solar system cost?

The cost depends on the system, design, and equipment quality. At Cyanergy, systems are tailored based on estimates
from the site audit and other criteria. It’s not “one-size-fits-all”.

Typical price ranges in general we see are:

30 kW commercial system: $25,000 – $40,000
50 kW sized system: $45,000 – $70,000
100 kW system: $90,000 – $150,000
200–500 kW systems: highly customised, vary depending on installation complexity and many other
factors.

Cyanergy installs Tier-1 solar panels and
uses premium inverters or high-efficiency
alternatives. However, you can always customise them to suit your preferences and goals.

Cyanergy’s every solar quote includes:

Full energy assessment

Custom ROI modelling

Design, engineering & installation

Government rebate calculation

Monitoring setup

Industry-leading warranties

3. What rebates or incentives are available for commercial solar?

Businesses and any C&I
properties in Australia can take advantage of generous solar financial incentives that began on October 1,
2025.

Besides that, at Cyanergy, we assist our customers with all major schemes, including:

STCs (Small-scale Technology Certificates)

This rebate applies to systems up to 100 kW. The discount often saves commercial clients $10,000 to $40,000 off the
solar installation price.

LGCs (Large-scale Generation Certificates)

LGCs apply only to systems above 100 kW. These provide ongoing financial returns for the clean electricity you
generate.

State Grants & Industry Programs

Depending on your industry and location, extra funding and
other incentives may be available. Cyanergy’s team stays updated to ensure you never miss a rebate you’re
eligible for.

We handle all the paperwork, from start to finish, so you get the maximum savings with zero hassle.

4. How long is the payback period?

The typical payback period for Cyanergy commercial clients is 2–5 years. However, it depends on:

Energy consumption pattern
Electricity rates
System size
Solar design & orientation
Your operating hours
Shading & roof structure

Businesses with high daytime usage, for example, manufacturing
facilities, warehouses, retail, aged care, schools, etc, often recover their investment even faster.

And the best part? After payback, your system produces free power for 20+ years, which is a substantial competitive
advantage.

5. Can my roof support commercial solar panels?

In Australia, rooftop solar is a very common sight. Most commercial and residential buildings already have solar systems installed, and the number continues to grow rapidly each year.

In many cases, roofs can support solar panels, but an assessment is always essential for commercial setups.

What to look for? Here’s your checklist:

Roof age and condition
Structural integrity
Roofing material type
Weight load capability
Angle, orientation, and shading
Complexity for installation and maintenance

However, if your roof isn’t suitable for mounting solar panels, there are alternatives, such as ground-mounted solar, solar carports, and tilt-frame designs for flat roofs.

You can also use solar paints or window facades to generate solar power.

6. What’s the lifespan of a commercial solar system?

A high-quality commercial solar panel system installed by accredited professionals can last for 25 to 30 years or more.

Cyanergy uses equipment from reputable manufacturers with bankable warranties. We design systems to last well beyond the payback period, ensuring strong long-term ROI

7. Do commercial solar panels require regular maintenance?

Even though solar is low-maintenance, it is not maintenance-free. To make your system function efficiently, you might need to

Perform an Annual inspection.
Cleaning every 6–12 months, depending on dust and debris.
Monitoring system performance through the provided platform.

Remember, this r outine maintenance helps prevent downtime, keeps panels efficient, protects your warranty, and lets you catch issues earlier.

8. Will solar affect my business operations during installation?

Based on our previous installation experience, disruptions are minimal or nonexistent in most cases. The reason is that Cyanergy schedules installations:

Outside peak business hours whenever possible.
For larger systems, we install the panels in stages.
With safety barriers that allow your operations to continue safely and smoothly.

Most commercial clients continue business as usual. We always keep communication clear so you know what’s happening.

9. What brands does Cyanergy use? Are they reliable?

Cyanergy only works with Tier-1 solar panel manufacturers and top-performing inverter brands that are trusted globally.

We choose equipment based on performance, warranty, availability, and your budget. Reliability and lifespan are our top priorities.

Our most used solar panels and inverters are:

Solar Panels

Jinko
Trina
Canadian Solar
REC
Longi

Inverters

Fronius
SMA
Sungrow
Huawei

10. How much energy will my business actually save?

After installing a solar panel, actual savings can range from 40 to 80% on electricity bills. However, the exact amount depends on:

When your business consumes power
Solar system size
Local weather conditions
Electricity tariffs
Whether battery storage is added for nighttime use

11. What if my energy usage increases in the future?

Expanding a system is not a problem for Cyanergy. The reason is that we always design systems with scalability in mind. We believe that as your businesses grow, your solar system should grow with you!

However, for the expansion, the options include extra roof space for the future, inverter oversizing, Upgradable circuit capacity, and an integrated battery-ready design.

12. Can I add batteries to a commercial solar system?

Yes, and it’s becoming increasingly popular not only in Australia but also worldwide.

Commercial batteries help to reduce peak demand charges, store excess solar for nighttime usage, improve power quality and provide backup protection during grid outages.

Cyanergy supplies commercial-grade battery solutions for business sizes ranging from small offices to large industrial facilities.

13. What if my business moves? Can I take the solar system with me?

Even though the answer is technically yes, practically, it depends!

Removing and reinstalling a large commercial solar system can be costly in most cases. Therefore, many businesses choose to leave the system and increase the property’s value or install a new, tailored system at the new site.

If you are still perplexed about what to do, Cyanergy helps you evaluate the ROI of both options before making a decision.

14. What warranties does Cyanergy offer?

At Cyanergy, we provide comprehensive warranty coverage on our solar panel system:

25–30 year panel performance warranty
10–25 year inverter warranty
10–15 year product warranty on panels
10+ year workmanship warranty
Full after-sales support

However, we also offer attractive warranties on heat pumps, air conditioners and other energy-efficiency upgrades throughout Victoria, New South Wales and Queensland.

So you can contact us for reliable products and outstanding services!

15. Why choose Cyanergy for commercial solar?

Because we don’t just “install” solar, we build long-term renewable energy solutions.

What sets us apart? Let’s see:

Proven commercial expertise

Cyanergy has completed thousands of installations across small businesses, schools, warehouses, factories, councils, and national chains.

End-to-end service

We handle everything:

Energy assessment
System design
Approvals and paperwork
Engineering
Installation
Monitoring setup
Maintenance

Premium equipment only

At Cyanergy, there is no cutting corners, no cheap or unreliable products.

Transparent ROI modelling

Our previous reports show actual savings, not inflated marketing numbers.

Exceptional after-sales support

From the first consultation to post-installation monitoring, we stay with you every step of the way.

Have A Project In Mind? Let’s Talk Solar!

Closing Remarks: Ready to Switch with Cyanergy’s Commercial Solar Solutions?

Well, if you’re running a business in
Australia, chances are the answer is yes.

Whether you’re considering a 30 kW rooftop system or a multi-megawatt commercial solar farm, Cyanergy provides the
expertise, high-quality products, and customer support that you need to transition to clean, cost-effective energy
with confidence.

Also, if you have any questions that you’d like to add to the list, contact us today and talk with our solar expert team. We’re here to help you
make the switch!