Innovation in Smart City Projects
with MACHINE LEARNING
--InovaCID--
research PROJECT
August 2023
Cities are evolving towards becoming more intelligent and efficient, aiming at improving citizens’ quality of life, and the efficiency of operation and urban services, respecting and preserving economic, social, and environmental aspects. This challenge of designing and implementing a new urban scenario, commonly known as a smart city, uses innovation, technology, and governance in an articulated and integrated way. A smart city project redefines urban governance to develop new approaches to make cities more efficient, humane, and sustainable. The InovaCID project (Innovation in Smart City Projects with Artificial Intelligence) proposes the use of artificial intelligence with machine learning in smart city projects. Smart City Projects with AI are an innovation that addresses the problems of urban centers with learning mechanisms and, in addition, promotes the optimization of urban systems The InovaCID project supports the digital transformation of cities, focusing specifically on health systems and energy efficiency. In InovaCID, AI allows aspects of urban centers that were difficult to treat until then, such as the tremendous volume of data, the heterogeneous requirements, and the multiple objectives inherent to an urban governance context, to be met innovatively and efficiently.
Objectives:
To model and innovate on ML-based smart city projects for health and urban planning
To evaluate the efficiency and scalability of ML-based smart city projects
To model and innovate on network slicing with energy efficiency for smart cities
InovaCID Research Topics:
Smart City Projects
Machine Learning
Smart City Innovation
Network Slicing
Energy-Efficiency
Sustainability
E-Health
Urban Planning
Research Activities:
Activity 1 - Systematic Literature Review
Activity 2 - Use Case 1: ML-based Approach to Health Problems in Smart City
Activity 3 - Use Case 2: Energy Efficiency and Sustainability in Network Slicing for Smart Cities
Activity 4 - Dissemination and Data Management
FUNDING and SUPPORT :
Instituto ANIMA supports the InovaCID project
PPGCOMP UNIFACS supports the InovaCID project
PPDRU UNIFACS supports the InovaCID project