Results 171 to 180 of about 6,415 (208)

Common‐Mode Rejection Shifted‐Excitation Raman Difference Spectroscopy (CMR‐SERDS) Preserves Broad Structure Predictive of Soil Organic Carbon

open access: yesJournal of Raman Spectroscopy, EarlyView.
Common‐mode rejection (CMR) is introduced as a physics‐motivated preprocessing method for shifted excitation Raman difference spectroscopy (SERDS) that removes the shared background of paired measurements while preserving the noncommon excitation‐dependent component. Applied to more than 900 North American soil samples, CMR improves soil organic carbon
Mahsa Zarei   +4 more
wiley   +1 more source

High‐Fidelity Synthetic Raman Spectra Generation for Sinter Basicity Prediction Using β$$ \beta $$‐Variational Autoencoders

open access: yesJournal of Raman Spectroscopy, EarlyView.
A β$$ \beta $$‐variational autoencoder with β$$ \beta $$ = 0.1 generates high‐fidelity synthetic Raman spectra of industrial sinter with a 16‐fold improvement in spectral fidelity over SMOTE‐based augmentation (KL divergence: 0.0075 vs. 0.121), enabling reliable basicity prediction (R2 = 0.83) from limited labeled datasets.
Marjorie Ariele Pereira   +4 more
wiley   +1 more source

Raman Spectroscopy and Generative Variational Autoencoders for Metallurgical Coke Quality Prediction

open access: yesJournal of Raman Spectroscopy, EarlyView.
An integrated soft sensor framework combining standardized Raman spectroscopy, synergy‐vector feature selection, variational autoencoder‐based data augmentation, and regression models (kNN, PLS, and SVR) predicts metallurgical coke quality (CSR and DI).
Pedro Henrique Agrimpio Coutinho   +2 more
wiley   +1 more source

Industry 4.0 Solutions for Building Design and Construction

2021
This book provides in-depth results and case studies in innovation from actual work undertaken in collaboration with industry partners in Architecture, Engineering, and Construction (AEC). Scientific advances and innovative technologies in the sector are key to shaping the changes emerging as a result of Industry 4.0.
Rahimian, Farzad Pour   +4 more
openaire   +3 more sources

Applications of Virtual Design and Construction in the Building Industry

Structural Engineering International, 2005
Virtual building structures are a useful tool to improve communication between the persons involved in a construction project. This is particularly true in the early phases of construction projects. Virtual Design and Construction (ViCon) is regarded as a key technology in the construction field.
K. Beucke   +3 more
openaire   +1 more source

The green design of high-rise buildings: how is the construction industry evolving

Technological Sustainability, 2022
PurposeGreen building, which is also commonly referred to as sustainable building, is focused on the processes implemented that are environmentally efficient and responsible throughout the life cycle of the building. This accounts for the time of manufacturing of materials, to the erection of these materials, on-site, to the operation of the building ...
Sophia Harris   +3 more
openaire   +1 more source

Measures for improving the buildability of building designs in construction industry

Construction Innovation, 2023
Purpose Despite many studies on buildability from different perspectives and methods, the problems associated with buildability have not ceased from confronting the construction industry. This paper aims to determine the critical measures for improving the buildability of building designs in the construction industry.
openaire   +1 more source

Construct NSW: Digitalisation of Construction Industry: Industry Report on Digitalisation of Design and Construction of Class 2 Buildings in New South Wales

2021
This report presents the findings of a research project set out to review the state of digitalisation of the class 2 (multi-unit) building sector of the New South Wales construction industry with specific reference to the production of design drawings and as-built drawings.
Perera, Srinath   +3 more
openaire   +1 more source

Investigating the intangible benefits of employing building information modeling on the design and construction industry

Innovative Infrastructure Solutions, 2021
Building information modeling (BIM) is a viable technology that can be applied to improving the design and construction process. To better understand the effect of BIM on the design and construction industry, a comprehensive survey that consists of a general questionnaire and expert interview was conducted.
Yahya Alassaf   +2 more
openaire   +1 more source

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