Projects | Mohcine Draou, PhD

PVfitlab.com

Sat, 01 Feb 2025 00:00:00 +0000

An online tool targeting professionals of the Photovoltaic industry. The aim is to provide an intuitive and comprehensive tool for sizing residential grid-tied PV systems. The webapp includes sizing strategies, load shifting approach, economic assessments and more..

Main dashboard showing project informations

Nassim AI

Sun, 01 Sep 2024 00:00:00 +0000

An approach based on machine learning (ML) algorithms is being applied to the real data generated by Nassim Home (Energy, Temperature, Water…). The aim is to set up a real-time machine learning algorithm, on the basis of which future decisions can be taken.

Nassim Home

Tue, 01 Jun 2021 00:00:00 +0000

Implementation of a home energy management system (HEMS) through an open-source operating system called Home Assistant, for intelligent energy management as an everyday application scenario of Nassim Autoconsommation. The installation of the HEMS in the Nassim house made it possible to improve comfort, energy efficiency, facilitate everyday tasks and manage safety, lighting, heating and air conditioning systems.

Main dashboard showing energy usage and home controls

SVG based dynamic visuals showcasing power flows

Nassim Autoconsommation

Wed, 01 May 2019 00:00:00 +0000

A tool written in Python whose goal is to generate a schedule for each household appliance to maximize PV self-consumption. The algorithm shifts the load profile of each appliance according to either historical data or predicted photovoltaic data using meteorological API calls. The tool also includes an Economic tab for feasibility assessments. This tool might be soon shared on a GitHub respiratory as an open source project.