Machine learning and multi-agent systems in oil and gas industry applications: A survey

KM Hanga, Y Kovalchuk - Computer Science Review, 2019 - Elsevier
The oil and gas industry (OGI) has always been associated with challenges and
complexities. It involves many processes and stakeholders, each generating a huge amount …

Service computing for industry 4.0: State of the art, challenges, and research opportunities

F Siqueira, JG Davis - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Recent advances in the large-scale adoption of information and communication
technologies in manufacturing processes, known as Industry 4.0 or Smart Manufacturing …

Deriving secondary traits of industry 4.0: A comparative analysis of significant maturity models

F Simetinger, Z Zhang - Systems Research and Behavioral …, 2020 - Wiley Online Library
The potential of Industry 4.0 concept is represented by increased productivity, improved cost
efficiency, or higher product attractiveness. The adoption of this concept is related to a high …

Digital Thread for Smart Products: A Survey on Technologies, Challenges and Opportunities in Service-Oriented Supply Chains

D Bianchini, T Fapanni, M Garda, F Leotta… - IEEE …, 2024 - ieeexplore.ieee.org
In Smart Manufacturing, the recent opportunities provided by the Information and
Communication Technologies have paved the way to a seamless connection of the …

A pilot study: An assessment of manufacturing SMEs using a new Industry 4.0 Maturity Model for Manufacturing Small-and Middle-sized Enterprises (I4MMSME)

F Simetinger, J Basl - Procedia Computer Science, 2022 - Elsevier
This paper summarizes the final stage of ongoing primary research focused on Industry 4.0
maturity models. This research focused on existing Industry 4.0 maturity models, analyzed …

Physics Inspired Machine Learning for Solving Fluid Flow in Porous Media: A Novel Computational Algorithm for Reservoir Simulation

C Sambo, Y Feng - SPE Reservoir Simulation Conference?, 2021 - onepetro.org
Abstract The Physics Inspired Machine Learning (PIML) is emerging as a viable numerical
method to solve partial differential equations (PDEs). Recently, the method has been …

A concept preview: Distributed Decision Making and Goal Execution

F Simetinger - Procedia Computer Science, 2022 - Elsevier
This paper provides a brief introduction and proposal to a new concept that addresses
expected future issues in the dynamic digital supply chain organization. Industry 4.0 is a …

A multi-agent system for management of control functions as services in onshore oilfield

NM Matei, SL Dobrescu, L Ichim… - 2017 9th …, 2017 - ieeexplore.ieee.org
This paper addresses the practical aspects of basic design for prototyping a MAS that will
manage the control functions of onshore oilfield automation as services. The technologies …

Industry 4.0 as a New Disruptive Concept in IT Management and IT Governance: Vision and Future of the Industry 4.0 Concept

F Simetinger - Impact of disruptive technologies on the sharing …, 2021 - igi-global.com
This chapter is going through the Industry 4.0 concept. On the first hand, it relies on
advanced technologies which have a high potential to save costs and deliver …

[PDF][PDF] Computer Science Review

J Zhang, L Tan, X Tao, T Pham, B Chen - 2020 - academia.edu
abstract Information networks today play an important, fundamental role in regulating real
life activities. However, many methods developed on this framework lack the capacity to …