September 21, 2018

Automate refilling for home appliances

2 days work and we did it! Our customer was satisfied. We proved to him that his idea is real and now he has a ready-made solution for the future service. We received a task to automate refilling for home appliances. Like a vending machine or water bottles, fuel or any resource. The problem was to predict the time of next refilling (or when the resource will be almost empty). How did we solve this question? We transformed the task of determining the balance in the task of determining how many hours left to zero. We used a recurrent neural network, RNN, tried Simple RNN, GRU, and LSTM This graph shows how accurate this engine is. The blue line is the actual end of resources in hours, orange line – Engine forecast. As you can see, our engine has shown good results. Also, it is possible to automatically order resources when they are needed. And the user only needs to confirm. Hence, if this question interests you, please, send us an e-mail team@mind.local and receive consultation according to this project. Best Regards, Team MindCraft  
you might also like…
Jun 10, 2018

Victory in the autonomous robots competition

2 days work and we did it! Our customer was satisfied. We proved to him that his idea is real... Read more

Sep 25, 2018

MindCraft CEO spoke at the Scientific Conference DAMP’2018

2 days work and we did it! Our customer was satisfied. We proved to him that his idea is real... Read more

Contact Us

  • Contact Details

    +380 63 395 42 00
    team@mindcraft.ai
    Krakow, Poland

    Follow us