Autonomous optimization of an organic solar cell in a 4-dimensional parameter space
Tobias Osterrieder, F. Schmitt, Larry Lüer, Jerrit Wagner, Thomas Heumüller, Jens Hauch, Christoph J. Brabec
Abstract
Herein, we present an autonomous closed-loop optimization of functional OPV devices by optimizing composition and process parameters. An early prediction model of the efficiency from optical featuers significantly decreases the time of one iteration.
Topics & Concepts
Parameter spaceProcess (computing)Organic solar cellSpace (punctuation)Biological systemClosed loopComputer scienceSolar cellOptimization problemMathematical optimizationControl theory (sociology)Materials scienceMathematicsArtificial intelligenceControl engineeringPhotovoltaic systemEngineeringStatisticsOptoelectronicsControl (management)BiologyEcologyOperating systemOrganic Electronics and PhotovoltaicsNanowire Synthesis and ApplicationsMachine Learning in Materials Science