A Data-Driven Approach for Discovery of Heat Load Patterns in District Heating. - Ece Calikus; Slawomir Nowaczyk; Anita Pinheiro Sant'Anna; Henrik Gadd; Sven Werner (CoRR, 2019)

Large-scale monitoring of operationally diverse district heating substations: A reference-group based approach. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Natasa Nord; Henrik Gadd (Eng. Appl. Artif. Intell., 2020)

Mondrian conformal anomaly detection for fault sequence identification in heterogeneous fleets. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Henrik Gadd (Neurocomputing, 2021)

A conformal anomaly detection based industrial fleet monitoring framework: A case study in district heating. - Shiraz Farouq; Stefan Byttner; Mohamed-Rafik Bouguelia; Henrik Gadd (Expert Syst. Appl., 2022)