Anomaly Detection on Energy Consumption Data

During the spring semester of 2024, ReLU collaborated with Kjeldsberg Eiendomsforvaltning to develop an anomaly detection model for their energy consumption data.

The initial phase focused largely on data processing and understanding the intricacies of Kjeldsberg's energy data. In parallel we researched various models for anomaly detection, and in the end developed a generative model that demonstrated promising results.

The findings and initial model were successfully presented at semester's end, along with insights about their data.

  • Kjeldsberg Eiendomsforvaltning AS is a property management company focused on creating safety for owners and comfort for tenants. With its headquarters in Trondheim, Norway, the company offers a range of services aimed at optimizing energy use, environmental sustainability, and overall property management.

    The company provides tailored property management solutions to ensure all aspects of a property are maintained with high standards of quality and security. They have extensive experience in fire safety and security, and their technical team is well-versed in managing all phases of building projects, from planning to execution. Additionally, Kjeldsberg offers financial and administrative management services, including budgeting and accounting.