Process optimization

Elucidating the Full Potential of OPV Materials Utilizing a High-Throughput Robot-Based Platform and Machine Learning

Xiaoyan Du, Larry Lüer, Thomas Heumueller, Jerrit Wagner, Christian Berger, Tobias Osterrieder, Jonas Wortmann, Stefan Langner, Uyxing Vongsaysy, Mélanie Bertrand, Ning Li, Tobias Stubhan, Jens Hauch, Christoph J. Brabec

引用数: 168 • 2021

How machine learning can accelerate electrocatalysis discovery and optimization

Stephan N. Steinmann, Qing Wang, Zhi Wei Seh

引用数: 106 • 2022

Optimizing Perovskite Thin‐Film Parameter Spaces with Machine Learning‐Guided Robotic Platform for High‐Performance Perovskite Solar Cells

Jiyun Zhang, Bowen Liu, Ziyi Liu, Jianchang Wu, Simon Arnold, Hongyang Shi, Tobias Osterrieder, Jens Hauch, Zhenni Wu, Junsheng Luo, Jerrit Wagner, Christian Berger, Tobias Stubhan, F. Schmitt, Kaicheng Zhang, Mykhailo Sytnyk, Thomas Heumueller, Carolin M. Sutter‐Fella, Ian Marius Peters, Yicheng Zhao, Christoph J. Brabec

引用数: 76 • 2023

Optimization of process-induced residual stresses in automated manufacturing of thermoset composites

Mohamed M.A. Ammar, Bijan Shirinzadeh, Pan Zhao, Yaoyao Shi

引用数: 16 • 2022

Optimization of complex food formulations using robotics and active learning

Deborah R. Becker, Christophe Schmitt, Lionel Bovetto, Cornelia Rauh, Christopher McHardy, Christoph Hartmann

引用数: 13 • 2022

Tuning of Bayesian optimization for materials synthesis: simulation of the one-dimensional case

Ryo Nakayama, Ryota Shimizu, Taishi Haga, Takefumi Kimura, Yasunobu Ando, Shigeru Kobayashi, Nobuaki Yasuo, Masakazu Sekijima, Taro Hitosugi

引用数: 10 • 2022

Optimization of parameters involved in robotic MIG welding process based on quality responses

Kriya Kumaran, S. Oliver Nesa Raj

引用数: 10 • 2018

Data-driven modeling and optimization of a robotized multi-needle ultrasonic peen-forming process for 2024-T3 aluminum alloy

Adnan Saifan, Silu Chen, Hongyan Miao, Yanbo Shen, Liming Yuan, Ran Zhu, Menggang Zhai, Bassiouny Saleh, Su Zhao, Yuanyuan Liu, Junqiang Liang, Chi Zhang, Guilin Yang

引用数: 7 • 2024

Optimization of Comprehensive Stiffness Performance Index for Industrial Robot in Milling Process

Jiabo Zhang, Jizhi Yang, Yi Yue, Ke Wen, Yinghao Zhou

引用数: 5 • 2019

An all-in-one multipurpose robotic platform for the self-optimization, intensification and scale-up of photocatalysis in flow

Aidan Slattery, Zhenghui Wen, Pauline Tenblad, Diego Pintossi, Jesús Sanjosé‐Orduna, Tim den Hartog, Timothy Noël

引用数: 5 • 2023

Simulation based optimization of a sheet-metal press line

Bo Svensson, Fredrik Danielsson, Bengt Lennartson

引用数: 5 • 2009

P23 - DisDAQ - A Modular and Distributed Measurement and Processing System for Industrial Process Optimization

Leander B. Hörmann, Christian Helmel, Veronika Putz, Christian Kastl

引用数: 3 • 2024

Modeling and optimization of robotic multi-needle ultrasonic peen forming process with response surface methods

Adnan Saifan, Silu Chen, Liming Yuan, Yanbo Shen, Bassiouny Saleh, Su Zhao, Yuanyuan Liu, Junqiang Liang, Chi Zhang, Guilin Yang

引用数: 3 • 2025

Population balance modeling of InP quantum dots: Experimentally enabled global optimization to identify unknown material parameters

Zhuang Wang, Nabi Traoré, Tobias Schikarski, Lisa M. S. Stiegler, Dominik Drobek, Benjamin Apeleo Zubiri, Erdmann Spiecker, Johannes Walter, Wolfgang Peukert, Lukas Pflug, Doris Segets

引用数: 3 • 2023

Kinematic Description and Shape Optimization of UD-Tape Reinforcements Manufactured with a Novel Preforming Process

Daniel Kupzik, Lukas Biergans, Sven Coutandin, Jürgen Fleischer

引用数: 3 • 2019

Process Automation with BPM and Emerging Technologies for Service and Industrial Process Optimization: Systematic Mapping

Alyne Silva, Davi Camara, Eduardo Silva, L. M. SANTIAGO

引用数: 1 • 2025