Nonlinear control with approximately linear tracking error. - Klaus Röbenack; Fabian Paschke; Carsten Knoll (ECC, 2013)

A generic approach for detection of wear-out situations in machine subsystems. - Fabian Paschke; Christian Bayer 002; Olaf Enge-Rosenblatt (ETFA, 2016)

Identification of room temperature models using k-step PEM for Hammerstein systems. - Fabian Paschke; Tobias Zaiczek; Klaus Röbenack (ICSTCC, 2019)

PEM-Identification of a block-oriented nonlinear stochastic model with application to room temperature modeling. - Fabian Paschke (MED, 2020)

Optimal control of building energy systems with multiple energy sources using predictive model based control and reinforcement learning. - Chenzi Huang; Xuehua Jia; Stephan Seidel; Fabian Paschke; Jan Bräunig (ETFA, 2021)

Energy Optimal Control of a Multivalent Building Energy System using Machine Learning. - Chenzi Huang; Stephan Seidel; Xuehua Jia; Fabian Paschke; Jan Bräunig (SMARTGREENS, 2021)

A reinforcement learning approach for optimal heating curve adaption. - Chenzi Huang; Stephan Seidel; Fabian Paschke; Jan Bräunig (ETFA, 2022)