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Data-Driven Modeling for Sustainable Engineering de Kondo H. Adjallah

Data-Driven Modeling for Sustainable Engineering

Editat de Kondo H. Adjallah, Babiga Birregah, Henry Fonbeyin Abanda
en Limba Engleză Paperback – 22 iun 2019

Descoperim aici o abordare practică riguroasă, unde modelarea matematică nu rămâne la stadiul de teorie abstractă, ci este transformată în instrument de lucru pentru ingineria sustenabilă. Volumul Data-Driven Modeling for Sustainable Engineering prioritizează raportul direct dintre modelele statistice și implementarea lor în teren, oferind soluții tehnice dezvoltate inițial pentru contextul african, dar cu aplicabilitate globală. Putem afirma că lucrarea se distinge prin modul în care integrează datele empirice în procesul de proiectare, transformând provocările logistice și de mediu în parametri de calcul predictibili.

Suntem de părere că progresia conținutului este logică și bine structurată în patru mari secțiuni. Prima parte stabilește fundamentul de matematică și fizică aplicată, urmată de nucleul volumului dedicat modelării bazate pe date (Data Driven Modeling). Ultimele două secțiuni fac tranziția spre aplicații concrete în tehnologii noi și sisteme sustenabile. Cititorul care a aplicat ideile din Engineering Design and Mathematical Modelling de Nnamdi Nwulu va găsi aici o continuare necesară, care extinde conceptele de design funcțional către soluții specifice pentru infrastructura de apă, controlul sistemelor și energie regenerabilă. Spre deosebire de Solutions for Sustainable Development, care se concentrează pe educația în spiritul sustenabilității, acest volum editat de Kondo H. Adjallah și colegii săi pune accentul pe rigoarea tehnică a procedurilor de modelare.

Fiecare lucrare inclusă în cele 440 de pagini prezintă o metodologie clară, de la colectarea datelor la validarea modelelor, oferind inginerilor un cadru de referință pentru optimizarea sistemelor complexe. Tonul este unul tehnic, axat pe eficiență și fiabilitate, facilitând schimbul de cunoștințe între mediul academic și cel practic.

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Specificații

ISBN-13: 9783030136963
ISBN-10: 3030136965
Pagini: 440
Ilustrații: XIV, 425 p. 130 illus., 98 illus. in color.
Dimensiuni: 155 x 235 x 23 mm
Greutate: 0.76 kg
Ediția:1st ed. 2020
Editura: Springer
Locul publicării:Cham, Switzerland

De ce să citești această carte

Această lucrare este esențială pentru inginerii și cercetătorii care doresc să utilizeze modelarea matematică în rezolvarea problemelor de sustenabilitate. Cititorul câștigă acces la studii de caz concrete și metode de optimizare pentru energie regenerabilă și infrastructură urbană. Este o resursă practică ce demonstrează cum analiza datelor poate conduce la soluții tehnologice durabile în condiții de resurse limitate.

Despre autor

Volumul este coordonat de un colectiv de editori cu experiență academică solidă: Kondo H. Adjallah, specialist în ingineria sistemelor și mentenanță, Babiga Birregah, expert în modelare și simulare, și Henry Fonbeyin Abanda, recunoscut pentru cercetările sale în domeniul construcțiilor sustenabile și BIM (Building Information Modelling). Aceștia au selectat contribuțiile de la conferința ICEASSM pentru a asigura un standard înalt de rigoare științifică, facilitând colaborarea internațională în domenii critice precum dezvoltarea economică și socială prin tehnologie.

Descriere scurtă

This book gathers the proceedings of the 1st International Conference on Engineering, Applied Sciences and System Modeling (ICEASSM), a four-day event (18th–21st April 2017) held in Accra, Ghana. It focuses on research work promoting a better understanding of engineering problems through applied sciences and modeling, and on solutions generated in an African setting but with relevance to the world as a whole. The book provides a holistic overview of challenges facing Africa, and addresses various areas from research and development perspectives. 
Presenting contributions by scientists, engineers and experts hailing from a host of international institutions, the book offers original approaches and technological solutions to help solve real-world problems through research and knowledge sharing. Further, it explores promising opportunities for collaborative research on issues of scientific, economic and social development, making it of interest to researchers, scientists andpractitioners looking to conduct research in disciplines such as water supply, control, civil engineering, statistical modeling, renewable energy and sustainable urban development.

Cuprins

Part I: Applied Mathematics and Physics.- Part II: Data Driven Modeling of Systems.- Part III: Engineering and New Technology.- Part IV: Sustainable Systems Modeling.

Notă biografică

Prof. Kondo H. Adjallah is a distinguished Professor and a “Chevalier de l’Ordre des Palmes Académiques” in France. He has an M.S. degree in electrical and control engineering. He obtained a Ph.D. from the National Polytechnic Institute of Lorraine, France. He was an Associate Professor at the Université de Technologie de Troyes (UTT), France, from 1994 to 2008. Since September 2008, he became a full Professor at the Ecole Nationale d’Ingénieurs de Metz, where he is leading research activities at the LCOMS Laboratory of the University of Lorraine. His is visiting professor at University of Cincinnati in the USA. He contributed in cutting edge research in leading organisations including the CRAN of Nancy, Charles Delaunay Institute of Troyes and LGIPM at the University of Metz. His current research interests include data integration and analysis, reliability and degradation modeling, health condition monitoring and decision support for predictive maintenance. Currently, he is leading research activities on data driven modeling of risks, anticipation and resiliency, with focus on industrial data instrumentation, data collection, health information extraction, dependability decision support of sustainable infrastructures. He has been the chair of the French Research Working Group on “modeling and optimization of the distributed & collaborative maintenance” of the CNRS affiliated research group on “modeling, analysis and steering of dynamic systems” (GRD MACS). He is member of the IEEE society since 2002 and was the leader of the international cooperative research network for the management of durable infrastructures of development from 2007 to 2012. He is now leading the International Organization for Science and Engineering in Africa (IOSEA). Also, he is a fellow of the NSF Industry/University Cooperative Research Center on Intelligent Maintenance Systems. He has been a visiting Professor at the University of Cincinnati in 2005-2006 and 2010-2012. He has been nominated in 2014 Outstanding Professor of the Nanjing University of Aeronautics and Astronautics. Also in 2012, he was appointed as a Professor Habilitated of the Nanjing University of Science and Technology. He has published several journal and conference papers, journals special issue guest editor and was the main organizer of the international conference on Intelligent Maintenance Systems, July 15-16, 2004, Arles, France.

Dr. Babiga Birregah obtained a PhD in Applied Mathematics in 2007. He then joined the University of Technology of Troyes as a post-doctoral researcher  and researched on the Surveillance, Safety and Security Group (3SGS). In September 2009, he joined the CNRS Joint Unit Charles Delaunay Institute (ICD) as an assistant professor. Babiga’s research interests are on Data analysis for System security and resiliency with application in Cybersecurity and Crisis management. As member of ICD he has developed research activities in Resilience in the Interdisciplinary Group devoted to risk assessment and management technologies. He has participated in several projects, funded by regional and national agencies in Big Data. Also, he has worked with several companies in Railway and Security. From 2013 to 2016, Babiga was in charge of the DU "Criminal Operational Analysis" (co-labeled UTT and National Gendarmerie). Since 2016 he has been the management lead of the Specialized Master® Expert Big Analytics and Metrics of UTT. He is the author and contributor of several software systems dedicated to large scale graphs analysis and mass railway transportation systems.

Dr. Henry Abanda has a BSc (Hons) and Dipl.-Ing. in Mathematics/Physics and Civil Engineering, respectively. After obtaining his degree in Civil Engineering in 2003, he worked as a Project Engineer on projects funded by the governments of Cameroon and Japan. He obtained his PhD from the School of the Built Environment, Oxford Brookes University in the UK in 2011. Currently, he is a Senior Lecturer in the School and teaches Construction Project Management/Building Information Modelling at undergraduate and postgraduate levels. Also, he supervises PhD students in the area of Construction IT including Building Information Modelling (BIM). Henry has published extensively in top quality journals in the domains of BIM.

Caracteristici

Gathers the proceedings of ICEASSM17, a workshop focused on research for a better understanding of engineering problems and highlighting solutions generated in an African setting but with relevance to the world as a whole Addresses critical issues related to mathematical and data analysis methods, with applications in materials science and engineering, renewable energy, building information systems and risk assessment Includes contributions by scientists, engineers, and experts that offer original approaches and technological solutions based on research and knowledge sharing