View Proposal

---

Proposer

Radu-Casian Mihailescu

Title

Intelligent decision-making model for energy consumption in a smart building

Goal

Description

Within the worldwide perspective of energy efficiency, it is important to highlight that buildings are responsible for 40% of total European energy consumption, which has a contribution of 36% towards greenhouse gas emissions. Since buildings are large contributors of greenhouse gases, it is critical to develop solutions that improves energy savings and achieve sustainability goals in the development of cities. In this project, development of an Internet of Energy (IoE) management system in a smart building is expected for intelligent decision making processes. Internet of energy management systems by collecting sensory data and analyzing them with machine learning techniques will make intelligent decisions to improve energy consumption of appliances in one or several rooms in a smart building. The aim of this project is to propose a model based on the preferences and behavioural habits of the people that live in households and the interdependency of the appliances that are active at the moment. The dataset or collected data will be analyzed in order to provide a suggestion for optimization of the electricity consumption per appliance.

Resources

Background

AI

Url

Difficulty Level

Moderate

Ethical Approval

None

Number Of Students

1

Supervisor

Radu-Casian Mihailescu

Keywords

Degrees

Bachelor of Science in Computer Science
Bachelor of Science in Computer Systems
Bachelor of Science in Information Systems
Bachelor of Science in Software Development for Business (GA)
Master of Engineering in Software Engineering
Master of Design in Games Design and Development
Master of Science in Artificial Intelligence
Master of Science in Artificial Intelligence with SMI
Master of Science in Business Information Management
Master of Science in Computer Science for Cyber Security
Master of Science in Computer Systems Management
Master of Science in Computing (2 Years)
Master of Science in Data Science
Master of Science in Human Robot Interaction
Master of Science in Information Technology (Business)
Master of Science in Information Technology (Software Systems)
Master of Science in Network Security
Master of Science in Robotics
Master of Science in Software Engineering
Bachelor of Science in Computing Science