story behind
The client's motivation behind developing this app stems from a desire to address the growing need for energy efficiency in the context of modern living.
With the increasing adoption of smart home technologies, the client recognized an opportunity to use machine learning and automation to change the way energy is consumed within households. Their goal is to empower individuals to make informed decisions about energy usage, leading to cost savings and reduced environmental impact.
Challenges & solutions
Quantifying the actual energy savings achieved through the app's optimization can be challenging, as various external factors can influence energy consumption.
Plavno did research and used control groups and A/B testing to compare energy usage with and without the app's optimization. We collaborated with energy experts to develop accurate measurement methodologies and provide users with transparent insights into their savings.
Encouraging users to adopt new energy-saving behaviors and adapt to automated adjustments can be met with resistance or inertia.
The app offers educational resources and clear explanations about the benefits of behavior changes. Automation features are gradually introduced and users are provided with control and visibility into the optimization process.
proccess
Agile methodology forms the cornerstone of our work philosophy. Through a seamless blend of innovative practices, including regular demos, comprehensive progress tracking, and a unique pay structure based on hours invested, we've constructed a workflow that ensures optimal outcomes and client satisfaction.
features
The app seamlessly integrates with various smart home devices (e.g., thermostats, lighting systems, energy meters) using the MQTT protocol.
Real-time energy consumption data is collected from connected smart devices and stored securely in a database.
The app employs machine learning algorithms to analyze energy consumption patterns and learn user behavior.
Based on learned patterns, the system automatically adjusts heating, cooling, and lighting settings to optimize energy usage and minimize waste.
The app provides users with valuable insights into their energy consumption habits and offers actionable recommendations to reduce utility costs.
Interactive charts and graphs present energy consumption data and optimization results to users.
project team
By introducing this solution, the company established itself as an industry leader and innovator. This differentiation not only enhanced their brand reputation but also attracted attention from potential customers and partners seeking cutting-edge energy solutions. The app's user-friendly interface, coupled with its ability to seamlessly integrate with various smart home devices, appealed to a broader customer base.
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