Black-box models for fault detection and performance monitoring of buildings
| Autor: | Sebastian Herkel, Susanne Komhard, Dirk Jacob, Sebastian Dietz, Christian Neumann |
|---|---|
| Přispěvatelé: | Publica |
| Rok vydání: | 2010 |
| Předmět: |
Engineering
Variables business.industry media_common.quotation_subject Linear model Regression analysis Building and Construction Fault detection and isolation Computer Science Applications Modeling and Simulation Black box Architecture Linear regression Statistics Anomaly detection business Categorical variable media_common |
| Zdroj: | Journal of Building Performance Simulation. 3:53-62 |
| ISSN: | 1940-1507 1940-1493 |
| Popis: | Black-box models such as linear regression have proven to be helpful in ongoing building commissioning in many ways. The aim of this work is to improve linear models with change point for fault detection in buildings. Building simulations revealed poor performance of them (R 2 |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|