Capturing Connectivity and Causality in Complex Industrial Processes - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Capturing Connectivity and Causality in Complex Industrial Processes write by Fan Yang. This book was released on 2014-04-01. Capturing Connectivity and Causality in Complex Industrial Processes available in PDF, EPUB and Kindle. This brief reviews concepts of inter-relationship in modern industrial processes, biological and social systems. Specifically ideas of connectivity and causality within and between elements of a complex system are treated; these ideas are of great importance in analysing and influencing mechanisms, structural properties and their dynamic behaviour, especially for fault diagnosis and hazard analysis. Fault detection and isolation for industrial processes being concerned with root causes and fault propagation, the brief shows that, process connectivity and causality information can be captured in two ways: · from process knowledge: structural modeling based on first-principles structural models can be merged with adjacency/reachability matrices or topology models obtained from process flow-sheets described in standard formats; and · from process data: cross-correlation analysis, Granger causality and its extensions, frequency domain methods, information-theoretical methods, and Bayesian networks can be used to identify pair-wise relationships and network topology. These methods rely on the notion of information fusion whereby process operating data is combined with qualitative process knowledge, to give a holistic picture of the system.
12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering
12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering write by . This book was released on 2015-07-14. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering available in PDF, EPUB and Kindle. 25th European Symposium on Computer-Aided Process Engineering contains the papers presented at the 12th Process Systems Engineering (PSE) and 25th European Society of Computer Aided Process Engineering (ESCAPE) Joint Event held in Copenhagen, Denmark, 31 May - 4 June 2015. The purpose of these series is to bring together the international community of researchers and engineers who are interested in computing-based methods in process engineering. This conference highlights the contributions of the PSE/CAPE community towards the sustainability of modern society. Contributors from academia and industry establish the core products of PSE/CAPE, define the new and changing scope of our results, and future challenges. Plenary and keynote lectures discuss real-world challenges (globalization, energy, environment, and health) and contribute to discussions on the widening scope of PSE/CAPE versus the consolidation of the core topics of PSE/CAPE. Highlights how the Process Systems Engineering/Computer-Aided Process Engineering community contributes to the sustainability of modern society Presents findings and discussions from both the 12th Process Systems Engineering (PSE) and 25th European Society of Computer-Aided Process Engineering (ESCAPE) Events Establishes the core products of Process Systems Engineering/Computer Aided Process Engineering Defines the future challenges of the Process Systems Engineering/Computer Aided Process Engineering community
Bio-inspired Information and Communication Technologies
Bio-inspired Information and Communication Technologies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Bio-inspired Information and Communication Technologies write by Yifan Chen. This book was released on 2020-08-10. Bio-inspired Information and Communication Technologies available in PDF, EPUB and Kindle. This book constitutes the refereed conference proceedings of the 12th International Conference on Bio-inspired Information and Communications Technologies, held in Shanghai, China, in July 2020. Due to the safety concerns and travel restrictions caused by COVID-19, BICT 2020 took place online in a live stream. BICT 2020 aims to provide a world-leading and multidisciplinary venue for researchers and practitioners in diverse disciplines that seek the understanding of key principles, processes and mechanisms in biological systems and leverage those understandings to develop novel information and communications technologies (ICT). The 20 full and 8 short papers were carefully revied and selected from 56 submissions. In addition to the main track targeting broad and mainstream research topics, BICT 2020 includes four special tracks with focused research topics on internet of everything, intelligent internet of things and network applications, intelligent sensor network, and data-driven intelligent modeling, application and optimization.
Causality in Time Series: Challenges in Machine Learning
Causality in Time Series: Challenges in Machine Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Causality in Time Series: Challenges in Machine Learning write by Florin Popescu. This book was released on 2013-06. Causality in Time Series: Challenges in Machine Learning available in PDF, EPUB and Kindle. This volume in the Challenges in Machine Learning series gathers papers from the Mini Symposium on Causality in Time Series, which was part of the Neural Information Processing Systems (NIPS) confernce in 2009 in Vancouver, Canada. These papers present state-of-the-art research in time-series causality to the machine learning community, unifying methodological interests in the various communities that require such inference.
Soft Sensors for Monitoring and Control of Industrial Processes
Soft Sensors for Monitoring and Control of Industrial Processes - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Soft Sensors for Monitoring and Control of Industrial Processes write by Luigi Fortuna. This book was released on 2007-05-31. Soft Sensors for Monitoring and Control of Industrial Processes available in PDF, EPUB and Kindle. This book reviews current design paths for soft sensors, and guides readers in evaluating different choices. The book presents case studies resulting from collaborations between the authors and industrial partners. The solutions presented, some of which are implemented on-line in industrial plants, are designed to cope with a wide range of applications from measuring system backup and what-if analysis through real-time prediction for plant control to sensor diagnosis and validation.
