Smart Greenhouses with use of Machine Learning, Digital Object Architecture, and IoTs

Details of the organization
Rwanda Utilities Regulatory Authority
Rwanda
Governments
  • The organization has a strategy for coordinating WSIS Implementation at the national level:
  • The organization has a national e-strategy: Yes

Information about the project
Smart Greenhouses with use of Machine Learning, Digital Object Architecture, and IoTs
Smart Greenhouses
Greenhouses exist all over the world. In some parts of the world, countries opt to use IoTs to smartly manage greenhouses. Greenhouses may work under same conditions given types of crops that grow in them. These conditions are captured and changed by these IoTs given the required conditions under which a given crop is to be grown. For a given crop, some greenhouses may offer better conditions than others, but lack of information sharing is missed for poorly performing greenhouses to offer better conditions. This is due to the fact that greenhouses are isolated. Here comes the question on how knowledge can be smartly be shared between greenhouses spread all over the world or within a country or a region to make sure that appropriate conditions for a given crop are created. For that reason, we propose a solution that combines IoT, Digital Object Architecture and Machine Learning to develop Intelligent greenhouses. The DOA offer inter-connectivity between IoT under different platforms, whereas AI offer Machine Learning models trained based on data gathered from different IoTs of greenhouses. The result are IoTs that create conditions based on predictions obtained from Machine Learning trained models.
National implementation: Rwanda
Planned for future from 01/08/2018 to 01/08/2020
To be determined

WSIS information
* The role of governments and all stakeholders in the promotion of ICTs for development
      * National e-strategies
* Access to information and knowledge
* Enabling environment
* ICT applications: benefits in all aspects of life
      * E-government
         * Knowledge management
      * E-business
         * SME competitiveness
      * E-environment
         * Protect environment
      * E-agriculture
* International and regional cooperation
  • Goal 2: End hunger, achieve food security and improved nutrition and promote sustainable agriculture
  • Goal 3: Ensure healthy lives and promote well-being for all
  • Goal 4: Ensure inclusive and equitable quality education and promote lifelong learning opportunities for all
  • Goal 6: Ensure access to water and sanitation for all
  • Goal 9: Build resilient infrastructure, promote sustainable industrialization and foster innovation
  • Goal 10: Reduce inequality within and among countries
  • Goal 12: Ensure sustainable consumption and production patterns
  • Goal 13: Take urgent action to combat climate change and its impacts
  • Goal 15: Sustainably manage forests, combat desertification, halt and reverse land degradation, halt biodiversity loss
  • Project