Shell.ai

OPENS AT: Oct 07, 2021, 12:30 PM

CLOSES AT: Nov 07, 2021, 06:25 PM

DURATION: 31 days 5h 55m

Shell.ai Hackathon

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ABOUT CHALLENGE

Announcement

Thank you for participating in the Shell.ai Hackathon for Sustainable and Affordable Energy. The shortlist of teams and individuals qualified for Level 2 of the hackathon, based on the private leaderboard, is listed below!

The shortlisted teams have received email communication with further instructions. Participants that didn’t make it to the shortlist, but still managed to solve the challenge with a good score, will receive special mention certificates.

Shortlisted teams for Level 2

 

                   General Edition - Team Names

Gaurav-Ghorpade-Team R.A.S.A. Sunspot-Squad
peaceHai DataDosth

Team-ML-IITMadras

Bounty-the-cat esk.AI alexandra
MCL ARSE

AbhayKshirsagar-Team

Santhosh-S-Sankar-Team SukantaBasu Arul-M-Team
Ruchita-Varun-Ashish-Team Ashay-Team SUNNY
KrishnaKhadka - Team Neo DataWizards
Karthi-07Shell Vardhan DD-Team

 

       Special Startup Edition-Team Names

Meson-Labs Akira.Insights ViyatCast
YNWA SandeepKogge-Team Aintium

 

Webinar Recording

 

Audio Transcript - Shell.ai Hackathon For Sustainable And Affordable Energy 2021-10-13

Shell.ai Hackathon for Sustainable and Affordable Energy

Tackling climate change is an urgent challenge. Shell is transforming to become a net-zero emissions energy business by 2050, in step with society and our customers. We are exploring new opportunities to provide more low-carbon energy such as biofuels, hydrogen, charging for electric vehicles and electricity generated by solar and wind power. To achieve this, we are working collaboratively on unproven, early-stage ideas with the potential to impact the future of energy.

Help us harness the power of the sun and win monetary awards or funding for your project!

Solar power is one of the fastest growing renewable energy sources. However, there is a major challenge associated with solar power production, and that is its intermittency caused by variable weather conditions. Of course, we know the sun is not going to shine at night. Predicting solar power output during the day is key for grid operators to balance energy generation and consumption.

We believe that bright minds passionate about AI can creatively and effectively address this problem and contribute to increasing the share of renewable energy in the electricity mix. That is why Shell, NVIDIA and Microsoft, with support from SINE (IIT Bombay) and NIRMAAN (IIT Madras), are launching AI Solar Power Prediction Challenge that will focus on AI for predicting solar power output using historical sky camera images and weather data. The winners of the hackathon will be awarded with either monetary prizes or funding to further develop their Proof of Concept.

    

Challenge format

This edition of Shell.ai hackathon will run in two tracks, providing the opportunity for both individual teams and start-ups an opportunity to compete.

Level 1 – Predict cloud coverage  (October 7 - November 7, open for general and start-up edition)

Cloud coverage can cast over the solar farms in a few minutes and significantly bring down the power production. In this level, participants are invited to innovatively predict the percentage of total cloud coverage for the next upcoming intervals using the available weather and sky camera data. The hackathon teams can decide their own methodology to predict the cloud coverage in the sky. The  submitted algorithm solutions will be evaluated based on the accuracy of the predictions. The 30 teams (20 from the general edition and 10 from the special start-up edition) with the highest scores will be shortlisted for the next level.

Level 2  – Solar farm power prediction (November 15 - 30, open for general and start-up edition)

In Level 2 of the challenge the participants will be asked to predict GHI (Global Horizontal Irradiance) for any 2-hour interval of the day, subject to the availability of a minimum 2-hour window of prior data, leading to the start time of the prediction window

In this phase, we are increasing the complexity by two ways: 
1) You are expected to predict GHI (Global Horizontal Irradiance) for any 2-hour interval of the day, subject to the availability of a minimum 2-hour window of prior data, leading to the start time of the prediction window. 
2) The prediction interval is now at 10 mins, resulting in 12 predictions over the 2-hour window.

In this round, we will also provide additional information relating to sky camera images. In addition to the raw sky images, we will provide scaled images that truly represent the pixel size. 

For more information, please view Shell.ai Hackathon Level 2 Problem statement.

  • The winners will be evaluated based on private leaderboard ranking, as well as qualitative factors that will be shared with participants after the start of Level 2.
  • The metric to evaluate your submission will be Mean Absolute Error (MAE).
  • Hackathon committee shall have final authority in selecting applications as per the suitability and nature of the proposals.
  • Hackathon committee shall have final authority in selecting winning teams as per the criteria mentioned in the FAQ section.

Level 3 – Solutions to reality (for the start-up edition only)

Maximum 3 selected winning start-ups with the best pitch and solution from level 2 will be awarded funding for developing their proof of concept and an opportunity to incubate their solutions with Shell GameChanger, Microsoft Incubation Hub and potentially with SINE (IIT-B) and NIRMAAN (IIT-M) . We will help set you up with the capital and technology you need to bring your solution to life.

Timelines:

Our Partners:

ABOUT COMPANY

Shell is an international energy company whose purpose is to power progress together with more and cleaner energy solutions. Shell uses innovative and advanced technologies to produce and distribute energy in more efficient, reliable and sustainable ways. Digital technology is making our existing operations more effective and efficient, helping to offer our customers lower-carbon solutions. Find out more at:

GUIDELINES

  1. Level 1: The submissions will be evaluated in real-time. The evaluation criteria is based on the Mean Absolute Deviation of your predictions from the actual outcome...
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FAQs

GENERAL

  • What is this hackathon about? 
    • Tackling climate change is an urgent challenge. Shell is transforming to become a net-zero emissions energy b...
more
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