Smart Parking Architecture based on Multi Agent System

Belkhala, Sofia; Benhadou, Siham; Boukhdir, Khalid; Medromi, Hicham

doi:10.14569/ijacsa.2019.0100349

Cited by 22 publications

(12 citation statements)

References 8 publications

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“…One of the concepts promoted by platform 4.0 vision and that have been exploited by Moroccan companies lately is Big data for the capitalization of knowledge across industrial companies [29], and predictive analysis for applications in public administration [30]. Cloud computing, Internet of Things [31], Smart Cities applications [32], and finally artificial intelligence which is in full swing through the launch of several calls for projects by various private and public organizations and institutions essentially the government [33] are all strategic axis that Morocco is working on recently in order to integer efficiently the fourth industrial revolution.…”

Section: Concept Developmentmentioning

confidence: 99%

Digital twins: development and implementation challenges within Moroccan context

et al. 2020

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Industrial world today is experiencing its fourth industrial revolution. Predecessor of the automation industry, Industry-4.0 adds a layer of autonomy, intelligence and advanced connectivity to complex industrial systems. This layer creates an interactive and dynamic bridge between virtual systems and physical systems with their upward constraints and requirements in a constantly changing physical environment. Digital twins fall into the category of advanced concepts and technologies that enhance this connectivity. Several projects have been launched in Morocco by the government, industrialists and research communities, initiating the digital transformation of Moroccan industrial manufactories and companies. This paper comes within this framework, firstly to highlight the great potential that digital twins can offer for Moroccan industrial context enhancement, secondly to identify the challenges that can hinder the integration and development of digital twins in Moroccan industrial environment.

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Section: Concept Developmentmentioning

confidence: 99%

Digital twins: development and implementation challenges within Moroccan context

et al. 2020

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“…Change management strategies should not only affect the internal structure of companies but also training systems and management practices at the strategic and operational levels of the country. Many studies in recent years have been conducted for the development of these aspects within Morocco with regards to the integration of industry 4.0 and its elements such as artificial intelligence, big data ,cloud computing [10] more essentially smart cities [60] and their numerous applications and challenges [61]. Inspired by these studies and internal and external reports on 4.0 technologies [57], [58], [62] and the implementation of digital twins at the international level, we were able to gather a set of strengths and weaknesses related to Moroccan context and opportunities and threats related to the external context.…”

Section: A Opportunities and Threatsmentioning

confidence: 99%

“…Infrastructures adaptability, modeling [8], agility to stakeholders requirements [10], and finally performances enhancement [9]. This fourth industrial revolution has taken into application within Morocco in particular and the whole world numerous concepts and advanced technologies such as artificial intelligence, big data analysis, machine learning and concerning simulation approaches digital twins [10]. Digital twin technology represents a huge advantage for production systems and process engineering throughout products life cycle [11].…”

Section: Introductionmentioning

confidence: 99%

Digital Twins Development Architectures and Deployment Technologies: Moroccan use Case

Mezzour¹,

Benhadou²,

Medromi³

2020

IJACSA

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With the initiation of the fourth industrial revolution and the advent of information and communication technologies that reinforces the development of advanced technological solutions which engage data sciences, artificial intelligence, and cyber physical systems many long-established research concepts have been revived with in-depth applications within manufacturing plants. Thus currently the interest is turning more and more towards technologies and approaches that can combine between the virtual world and its increased capacities in computer sciences and processing, and the physical world with its complex systems and constantly evolving requirements. A relevant concept in this context is the concept of digital twins. Digital twins as defined by their founder Dr Michael Grieves are virtual replicas of a physical system that evolves within a virtual environment in order to mirror their real counterparts' life cycle and evolvement within the physical environment for applications in numerous domains. This paper's aim is to present a literature review of digital twin concept, its different development and deployment architectures, and its potential of application across Moroccan industrial ecosystems.

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“…Some of them focus on the solution, others on the algorithms, software, or systems, whereas others briefly state the technology of the sensors. For instance, the authors of [31] propose an approach based on artificial intelligence (agents) to find available spots. In [32], the authors discuss different approaches to implement Smart Parking solutions; it considers the whole ecosystem of such type of solutions which basically involves sensors, gateway selection, edge processing, and data center analysis.…”

Section: Smart Parking Solutionsmentioning

confidence: 99%

Smart Parking: A Literature Review from the Technological Perspective

et al. 2019

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The development and high growth of the Internet of Things (IoT) have improved quality of life and strengthened different areas in society. Many cities worldwide are looking forward to becoming smart. One of the most popular use cases in smart cities is the implementation of smart parking solutions, as they allow people to optimize time, reduce fuel consumption, and carbon dioxide emissions. Smart parking solutions have a defined architecture with particular components (sensors, communication protocols, and software solutions). Although there are only three components that compose a smart parking solution, it is important to mention that each component has many types that can be used in the deployment of these solutions. This paper identifies the most used types of every component and highlights usage trends in the established analysis period. It provides a complementary perspective and represents a very useful source of information. The scientific community could use this information to decide regarding the selection of types of components to implement a smart parking solution. For this purpose, herein we review several works related to smart parking solutions deployment. To achieve this goal, a semi-cyclic adaptation of the action research methodology combined with a systematic review is used to select papers related to the subject of study. The most relevant papers were reviewed to identify subcategories for each component; these classifications are presented in tables to mark the relevance of each paper accordingly. Trends of usage in terms of sensors, protocols and software solutions are analyzed and discussed in every section. In addition to the trends of usage, this paper determines a guide of complementary features from the type of components that should be considered when implementing a smart parking solution.

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Smart Parking Architecture based on Multi Agent System

Cited by 22 publications

References 8 publications

Digital twins: development and implementation challenges within Moroccan context

Digital twins: development and implementation challenges within Moroccan context

Digital Twins Development Architectures and Deployment Technologies: Moroccan use Case

Smart Parking: A Literature Review from the Technological Perspective

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