FACILITIES MANAGEMENT STRATEGIES IN LARGE REAL ESTATE PORTFOLIOS

A Cluster Analysis Using t-SNE and K-means

Authors

Abstract

Based on the results of the analysis of Brazilian federal real estate assets, conducted from the perspective of Facilities and Real Estate Management (FREM), this study seeks to understand the complexity of managing this portfolio. The work begins with a historical synthesis of the discipline, addressing its applications in both the private and public sectors. Next, through quantitative research, it presents the characteristics of federal assets and the potential strategic configurations to be adopted, using the life cycle of built spaces as a reference. To achieve this, clustering techniques such as PCA, t-SNE, and K-means are used to visualize the probable groupings of properties that require specific management. This work underscores the strategic and active importance of FREM management in optimizing and sustaining public real estate assets, emphasizing the need for effective participation in this process to ensure efficiency and effectiveness in managing public assets.

Author Biography

Robson, SENAI Anchieta

Professor Doutor Administração no curso de MBA Gestão de Facilities no SENAI Anchieta, SP.

Published

2025-05-21