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Artificial intelligence applied to battery research: hype or reality?
This is a critical review of artificial intelligence/machine learning (AI/ML) methods applied to
battery research. It aims at providing a comprehensive, authoritative, and critical, yet easily …
battery research. It aims at providing a comprehensive, authoritative, and critical, yet easily …
Industrial data science–a review of machine learning applications for chemical and process industries
In the literature, machine learning (ML) and artificial intelligence (AI) applications tend to
start with examples that are irrelevant to process engineers (eg classification of images …
start with examples that are irrelevant to process engineers (eg classification of images …
The impact of artificial intelligence capabilities on servitization: The moderating role of absorptive capacity-A dynamic capabilities perspective
The advent of artificial intelligence (AI)-based technologies has opened new opportunities
for manufacturers to maintain their technological edge and address pressing societal …
for manufacturers to maintain their technological edge and address pressing societal …
[HTML][HTML] Predicting 3D particles shapes based on 2D images by using convolutional neural network
In order to accurately determine the three-dimensional (3D) shape of granular particles, one
laborious approach is to employ X-ray microtomography and image processing techniques …
laborious approach is to employ X-ray microtomography and image processing techniques …
Hybrid Smart Strategies to Predict Amine Thermal Degradation in Industrial CO2 Capture Processes
CO2 emission reduction is an essential step to achieve the climate change targets. Solvent-
based post-combustion CO2 capture (PCC) processes are efficient to be retrofitted to the …
based post-combustion CO2 capture (PCC) processes are efficient to be retrofitted to the …
Artificial intelligence: An overview
Over the preceding decades, the gradual and incessant advancement and dissemination of
artificial intelligence (AI) and automation have occasioned a noteworthy degree of …
artificial intelligence (AI) and automation have occasioned a noteworthy degree of …
Optical fiber sensors for monitoring railway infrastructures: A review towards smart concept
YW Sasy Chan, HP Wang, P **ang - Symmetry, 2021 - mdpi.com
Railway infrastructures have played a critical role to ensure the continuity of goods and
passenger transportation in China. Under extreme loading and environmental conditions …
passenger transportation in China. Under extreme loading and environmental conditions …
A survey and comparative evaluation of actor‐critic methods in process control
D Dutta, SR Upreti - The Canadian Journal of Chemical …, 2022 - Wiley Online Library
Actor‐critic (AC) methods have emerged as an important class of reinforcement learning
(RL) paradigm that enables model‐free control by acting on a process and learning from the …
(RL) paradigm that enables model‐free control by acting on a process and learning from the …
Machine learning an intelligent approach in process industries: A perspective and overview
The field of machine learning has proven to be a powerful approach in smart manufacturing
and processing in the chemical and process industries. This review provides a systematic …
and processing in the chemical and process industries. This review provides a systematic …
Machine learning & conventional approaches to process control & optimization: Industrial applications & perspectives
DB Raven, Y Chikkula, KM Patel, AH Al Ghazal… - Computers & Chemical …, 2024 - Elsevier
Abstract Technologies based on Artificial Intelligence (AI) and Machine Learning (ML)
concepts are advancing at a rapid pace. The new paradigms are challenging the status-quo …
concepts are advancing at a rapid pace. The new paradigms are challenging the status-quo …