Transforming Energy Management with an AI-Enabled Digital Twin

Digital twins (DTs) are increasingly adopted by organizations across various sectors. We report on how one of Europe’s largest district heating providers implemented an AI-assisted DT in pursuit of energy efficiency and sustainability. The solution enabled the company to modernize its complex cyber-physical system (CPS) and tap into its rich data capabilities to gain a comprehensive real-time representation of the entire district heating network. Reflecting on the case study, we provide six recommendations for executives in other domains aiming to implement DTs.

Publication Details

Journal
Aaltodoc (Aalto University)
Published
2025-09-30
Primary Topic
Digital Transformation in Industry
Type
article
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article

Transforming Energy Management with an AI-Enabled Digital Twin

Aaltodoc (Aalto University)
Digital Transformation in Industry
article

Transforming Energy Management with an AI-Enabled Digital Twin

article en

Abstract

Digital twins (DTs) are increasingly adopted by organizations across various sectors. We report on how one of Europe’s largest district heating providers implemented an AI-assisted DT in pursuit of energy efficiency and sustainability. The solution enabled the company to modernize its complex cyber-physical system (CPS) and tap into its rich data capabilities to gain a comprehensive real-time representation of the entire district heating network. Reflecting on the case study, we provide six recommendations for executives in other domains aiming to implement DTs.

Aaltodoc (Aalto University)
Affordable and clean energy
Openalex Percentile: Top 36%
Digital Transformation in Industry
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Transforming Energy Management with an AI-Enabled Digital Twin · Aaltodoc (Aalto University) (2025) | TGRS Research Map | TGRS