Apartment Energy Consumption Analysis

This study presents an analysis of energy and water consumption in an apartment building through a comprehensive case study.Data on energy consumption, water usage, and relevant building characteristics are collected and analyzed.

A parametric analysis indicates that building rotation can increase or decrease energy consumption up to 4.0 kWh/m2/month or 5.6 kWh/m2/month, depending on the apartment's location.

In terms of energy consumption, efficiency of the air exchange mode largely depends on occupancy schedule and air distribution in time and space. The application of air exchange schedule approach makes more sense in case when individual heating control is carried out.

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I compared the energy consumption of Airbnb guests versus their host, in the same appartment, during 2022. It appears that guests do in fact consume more energy than hosts. The data I used is available to any Airbnb host. I also open-sourced all the code I wrote for this analysis.

Furthermore, visual representations like the one above help us fully grasp the concept of Apartment Energy Consumption Analysis.

The aim of the renovation of apartment buildings is to lower the energy consumption of those buildings, mainly the heating energy consumption. There are few analyses regarding those other energy consumptions which are also related to the primary energy need for calculating...

This project implements a real-time, cost-effective, and serverless data pipeline for monitoring apartment energy consumption using AWS-native services. An IoT-enabled energy meter sends readings to AWS IoT Core, which routes the data to an AWS Lambda function.

keywords = "Apartment energy consumption, ARIMA model, Electricity Load-Profile, Load pattern formulating"For this energy saving, accurate analysis and prediction for energy consumption pattern should be preceded.