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Saber: Smart Optimization of Building Energy

Smart Optimization of Building Energy (SABER)

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Introduction

The Smart Optimization of Building Energy project addresses the urgent issue of carbon emissions from buildings. Buildings contribute considerably to global energy consumption and emissions as urbanization increases. For precise measurements, efficient data processing, and control over energy generation and consumption, our study combines IoT technology with powerful Machine Learning. Buildings are a major source of carbon emissions, and current energy management systems lack the precision needed for significant reduction. Global energy demands and climate change necessitate innovative building energy solutions. Our project leverages IoT and Machine Learning for a dynamic, adaptable system. We're dedicated to combating climate change. Buildings are a substantial emissions source, yet offer immense potential for reduction through intelligent optimization. Our goal is a practical, impactful tool to address this critical environmental challenge.


Team Members:

Capstone Team ID: CH2-PS184

Machine Learning

  • (M183BSY0847) Dian Prasetya
  • (M297BSY0613) Muhammad Raditya Haikal Mumtaz
  • (M183BSX0848) Jhingga Mahadhni

Mobile Development

  • (A297BSY2446) Michel Pierce Tahya
  • (A432BSY2611) Alfi Sahri Aldi

Cloud Computing

  • (C183BSY3575) M Alfahri Solehan
  • (C297BSY3514) Muhammad Rafli

Tech Stack

Machine Learning

  • TensorFlow
  • TensorFlow Lite

Cloud Computing

  • Node.js
  • Express.js
  • Open API
  • Firestore
  • Cloud Storage
  • Cloud Run
  • Cloud Build

Mobile Development

  • Android SDK
  • Kotlin
  • Jetpack Compose
  • Retrofit
  • TensorFlow Lite

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