Search Results - subject:"Surrogate model"

A hybrid data-driven optimization and decision-making approach for a digital twin environment : Towards customizing production platforms

Lee, Jongsuk; Chua, Ping Chong; Liu, Bufan; Moon, Seung Ki - 2025

Persistent link: https://www.econbiz.de/10015371824

Surrogate modelling of a detailed farm‐level model using deep learning

Shang, Linmei; Wang, Jifeng; Schäfer, David; Heckelei, … - In: Journal of Agricultural Economics 75 (2024) 1, pp. 235-260

Technological change co‐determines agri‐environmental performance and farm structural transformation. Meaningful impact assessment of related policies can be derived from farm‐level models that are rich in technology details and environmental indicators, integrated with agent‐based...

Persistent link: https://www.econbiz.de/10014469431

On risk management of mortality and longevity capital requirement : a predictive simulation approach

Yang, Shuai; Zhou, Kenneth Q. - In: Risks : open access journal 11 (2023) 12, pp. 1-18

In the insurance industry, life insurers are required by regulators to meet capital requirements to avoid insolvency caused by, for example, sudden mortality changes due to the COVID-19 pandemic. To prevent any large movements in this required capital, insurance companies are motivated to...

Persistent link: https://www.econbiz.de/10014446489

Machine-learning based process monitoring for automated composites manufacturing

Mujtaba, Ahmed; Islam, Faisal; Kaeding, Patrick; … - In: Journal of Intelligent Manufacturing 36 (2023) 2, pp. 1095-1110

predictive maintenance of the AFP process. The digital tool constitutes a machine learning-based surrogate model based on results … Artificial Neural Network (ANN)-based models are compared to conclude that ANN based surrogate model performs best by predicting …

Persistent link: https://www.econbiz.de/10015408311

Solar energy and daylight on tilt planes under CIE standard skies

Lou, Siwei; Li, Danny H. W.; Xia, Dawei; Lun, Isaac Y. F.; … - In: Energy Reports 6 (2020), pp. 895-905

irradiance and illuminance contributions on tilt planes by numerical integrations. This paper proposes a surrogate model that …

Persistent link: https://www.econbiz.de/10012652449

Solar energy and daylight on tilt planes under CIE standard skies

Lou, Siwei; Li, Danny H. W.; Xia, Dawei; Lun, Isaac Y. F.; … - In: Energy reports 6 (2020), pp. 895-905

irradiance and illuminance contributions on tilt planes by numerical integrations. This paper proposes a surrogate model that …

Persistent link: https://www.econbiz.de/10012220568