Littérature scientifique sur le sujet « IoT industriel »
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Articles de revues sur le sujet "IoT industriel"
Dangat, Prof M. T. « Industrial Internet of Things (IIOT) ». International Journal for Research in Applied Science and Engineering Technology 12, no 3 (31 mars 2024) : 2721–26. http://dx.doi.org/10.22214/ijraset.2024.59103.
Texte intégralMadugula, Lavanya. « Applications of IoT in Manufacturing : Issues and Challenges ». Journal of Advanced Research in Embedded System 8, no 1&2 (29 juillet 2021) : 3–7. http://dx.doi.org/10.24321/2395.3802.202101.
Texte intégralFarooq, Muhammad Shoaib, Muhammad Abdullah, Shamyla Riaz, Atif Alvi, Furqan Rustam, Miguel Angel López Flores, Juan Castanedo Galán, Md Abdus Samad et Imran Ashraf. « A Survey on the Role of Industrial IoT in Manufacturing for Implementation of Smart Industry ». Sensors 23, no 21 (3 novembre 2023) : 8958. http://dx.doi.org/10.3390/s23218958.
Texte intégralCaesarendra, Wahyu, Bobby Pappachan, Tomi Wijaya, Daryl Lee, Tegoeh Tjahjowidodo, David Then et Omey Manyar. « An AWS Machine Learning-Based Indirect Monitoring Method for Deburring in Aerospace Industries Towards Industry 4.0 ». Applied Sciences 8, no 11 (5 novembre 2018) : 2165. http://dx.doi.org/10.3390/app8112165.
Texte intégralGaber, Tarek, Joseph B. Awotunde, Sakinat O. Folorunso, Sunday A. Ajagbe et Esraa Eldesouky. « Industrial Internet of Things Intrusion Detection Method Using Machine Learning and Optimization Techniques ». Wireless Communications and Mobile Computing 2023 (30 avril 2023) : 1–15. http://dx.doi.org/10.1155/2023/3939895.
Texte intégralArora, Jyoti, Pooja Kherwa et Meena Tushir. « A comprehensive survey on the significance of industrial Internet of Things, energy management and big data analytics ». Journal of Information and Optimization Sciences 45, no 2 (2024) : 247–56. http://dx.doi.org/10.47974/jios-1544.
Texte intégralLi, Keng, Yu Zhang, Yong Huang, Zhiwei Tian et Ziqin Sang. « Framework and Capability of Industrial IoT Infrastructure for Smart Manufacturing ». Standards 3, no 1 (3 janvier 2023) : 1–18. http://dx.doi.org/10.3390/standards3010001.
Texte intégralVijayakumaran, C., B. Muthusenthil et B. Manickavasagam. « A reliable next generation cyber security architecture for industrial internet of things environment ». International Journal of Electrical and Computer Engineering (IJECE) 10, no 1 (1 février 2020) : 387. http://dx.doi.org/10.11591/ijece.v10i1.pp387-395.
Texte intégralC. Sailaja. « Industrial Internet of Things – An Overview ». December 2022 4, no 4 (30 décembre 2022) : 257–71. http://dx.doi.org/10.36548/jismac.2022.4.003.
Texte intégralAlshahrani, Hani, Attiya Khan, Muhammad Rizwan, Mana Saleh Al Reshan, Adel Sulaiman et Asadullah Shaikh. « Intrusion Detection Framework for Industrial Internet of Things Using Software Defined Network ». Sustainability 15, no 11 (2 juin 2023) : 9001. http://dx.doi.org/10.3390/su15119001.
Texte intégralThèses sur le sujet "IoT industriel"
Brun-Laguna, Keoma. « Deterministic Networking for the Industrial IoT ». Electronic Thesis or Diss., Sorbonne université, 2018. http://www.theses.fr/2018SORUS157.
Texte intégralThe Internet of Things (IoT) evolved from a connected toaster in 1990 to networks of hundreds of tiny devices used in industrial applications. Those “Things” usually are tiny electronic devices able to measure a physical value (temperature, humidity, etc.) and/or to actuate on the physical world (pump, valve, etc). Due to their cost and ease of deployment, battery-powered wireless IoT networks are rapidly being adopted. The promise of wireless communication is to offer wire-like connectivity. Major improvements have been made in that sense, but many challenges remain as industrial application have strong operational requirements. This section of the IoT application is called Industrial IoT (IIoT). The main IIoT requirement is reliability. Every bit of information that is transmitted in the network must not be lost. Current off-the-shelf solutions offer over 99.999% reliability. That is, for every 100k packets of information generated, less than one is lost. Then come latency and energy-efficiency requirements. As devices are battery-powered, they need to consume as little as possible to be able to operate during years. The next step for the IoT is to target time-critical applications. Industrial IoT technologies are now adopted by companies over the world, and are now a proven solution. Yet, challenges remain and some of the limits of the technologies are still not fully understood. In this work we address TSCH-based Wireless Sensor Networks and study their latency and lifetime limits under real-world conditions. We gathered 3M network statistics 32M sensor measurements on 11 datasets with a total of 170,037 mote hours in real-world and testbeds deployments. We assembled what we believed to be the largest dataset available to the networking community. Based on those datasets and on insights we learned from deploying networks in real-world conditions, we study the limits and trade-offs of TSCH-based Wireless Sensor Networks. We provide methods and tools to estimate the network performances of such networks in various scenarios. We believe we assembled the right tools for protocol designer to built deterministic networking to the Industrial IoT
Hossayni, Hicham. « Enabling industrial maintenance knowledge sharing by using knowledge graphs ». Electronic Thesis or Diss., Institut polytechnique de Paris, 2021. http://www.theses.fr/2021IPPAS017.
Texte intégralFormerly considered as part of general enterprise costs, industrial maintenance has become critical for business continuity and a real source of data. Despite the heavy investments made by companies in smart manufacturing, traditional maintenance practices still dominate the industrial landscape. In this Ph.D., we investigate maintenance knowledge sharing as a potential solution that can invert the trend and enhance the maintenance activity to comply with the Industry 4.0 spirit. We specifically consider the knowledge graphs as an enabler to share the maintenance knowledge among the different industry players.In the first contribution of this thesis, we conducted a field study through a campaign of interviews with different experts with different profiles and from different industry domains. This allowed us to test the hypothesis of improving the maintenance activity via knowledge sharing which is quite a novel concept in many industries. The results of this activity clearly show a real interest in our approach and reveal the different requirements and challenges that need to be addressed.The second contribution is the concept, design, and prototype of "SemKoRe" which is a vendor-agnostic solution relying on Semantic Web technologies to share the maintenance knowledge. It gathers all machine failure-related data in the knowledge graph and shares it among all connected customers to easily solve future failures of the same type. A flexible architecture was proposed to cover the varied needs of the different customers. SemKoRe received approval of several Schneider clients located in several countries and from various segments.In the third contribution, we designed and implemented a novel solution for the automatic detection of sensitive data in maintenance reports. In fact, maintenance reports may contain some confidential data that can compromise or negatively impact the company's activity if revealed. This feature came up as the make or break point for SemKoRe for the interviewed domain experts. It allows avoiding sensitive data disclosure during the knowledge-sharing activity. In this contribution, we relied on semantic web and natural language processing techniques to develop custom models for sensitive data detection. The construction and training of such models require a considerable amount of data. Therefore, we implemented several services for collaborative data collection, text annotation, and corpus construction. Also, an architecture and a simplified workflow were proposed for the generation and deployment of customizable sensitive data detection models on edge gateways.In addition to these contributions, we worked on different peripheral features with a strong value for the SemKoRe project, and that has resulted in different patents. For instance, we prototyped and patented a novel method to query time series data using semantic criteria. It combines the use of ontologies and time-series databases to offer a useful set of querying capabilities even on resource-constrained edge gateways. We also designed a novel tool that helps software developers to easily interact with knowledge graphs with little or no knowledge of semantic web technologies. This solution has been patented and turns out to be useful for other ontology-based projects
Mouawad, Mina Rady Abdelshahid. « Agile Multi-PHY Wireless Networking ». Electronic Thesis or Diss., Sorbonne université, 2021. http://www.theses.fr/2021SORUS462.
Texte intégralThis thesis contributes to the emerging field of agile multi-PHY wireless networking. Industrial wireless networks have relied on a single physical layer for their operation. One example is the standardized IETF 6TiSCH protocol stack for industrial wireless networking, which uses IEEE~802.15.4 O-QPSK radio in the 2.4~GHz band as its physical layer. Advances in radio chip manufacturing have resulted in chips that support a diverse set of long range and short range PHYs. We use the term "PHY'' to refer to any combination of: modulation, frequency band, and coding scheme. In this research, we argue that combining long-range and short-range PHYs can offer balanced network end-to-end performance that no single PHY achieves. We demonstrate how a set of short-range and long-range PHYs can be integrated under one generalized 6TiSCH ("g6TiSCH'') architecture and we evaluate its performance experimentally in a testbed of 36~motes at Inria-Paris. We further demonstrate, experimentally, how a TSCH slotframe can adapt the slot duration on a slot-by-slot basis, as a function of the bitrate of the used PHY ("6DYN''). Finally, we design and evaluate, through simulation, an objective function for RPL that optimizes for network lifetime ("Life-OF''). We demonstrate how Life-OF combines diverse PHYs to boost network lifetime to be up to 470% compared to the IETF standard MRHOF
Khalil, Aamre. « Architectures fonctionnelles de transmission sans fils adaptées aux milieux industriels fortement bruités ». Electronic Thesis or Diss., Université de Lorraine, 2020. http://www.theses.fr/2020LORR0183.
Texte intégralRecent years have been marked by rapid and profound changes in data transmission technologies. These changes are dictated by the massive increase in data rates, the diversity of physical media, the multiplication of joint transmission standards and interoperability requirements, as well as the increase in constraints linked to the quality of service, which are reflected in particular in operational safety constraints (reliability, fault tolerance). In the field of wireless communications, these aspects are compounded by the use of an already congested and non-extensible frequency spectrum, as well as the need to take account of the mobility, autonomy and safety of users. Inevitably, all this leads to very strong constraints in the design of transmission circuits and systems that must support the new transmission protocols. This is particularly the case for all aspects relating to error-correcting codes responsible for protecting communications against external disturbances likely to alter the information transmitted. In fact, the processing algorithms to be implemented, which are very demanding in terms of throughput and complexity, make the existing coding/decoding architectures unsuitable because of their insufficient computing capacity. The aim of the thesis is in the continuation of previous work that has been the subject of several theses and publications concerning architectures dedicated to the processing of error-correcting codes, processor architectures and on-chip network architectures, while focusing on the fault tolerance aspects. The overall objective here is to design new functional digital architectures based on discrete wavelet packet modulation, using Inverse Discrete Wavelet Packet Transform (IDWPT) in transmission, and Discrete Wavelet Packet Transform (DWPT) in reception, exploiting two transmission modes: One-to-Many (OtM) for transmission between a single transmitter and several sensors ranging from 8, 16 up to 32 or more, and a Many-to-One (MtO) mode for transmission between several users and a single receiver with the same possible configuration, followed by the integration of modern correction codes in our architecture (notably the different families of Reed Solomon codes and Convolutional Codes), offering high processing power and versatility (flexibility and configurability), for high noise industrial environments. The use of error-correcting codes allowed us to have a gain of 4 to 6dB for Reed Solomon codings and convolutional codes used individually, 5 to 10db with the combination of these two codes and 2 to 4dB more for shortened Reed Solomon codes
Wernersson, Henrik Wernersson, et Yassin Atwa. « Resource constrained Industrial IoT device ». Thesis, Högskolan i Halmstad, Akademin för informationsteknologi, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:hh:diva-31252.
Texte intégralPuñal, Pereira Pablo. « Efficient IoT Framework for Industrial Applications ». Doctoral thesis, Luleå tekniska universitet, EISLAB, 2016. http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-95.
Texte intégralDidic, Alma, et Pavlos Nikolaidis. « Real-time control in industrial IoT ». Thesis, Mälardalens högskola, Inbyggda system, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-28309.
Texte intégralVilhelmsson, Lina, et Pontus Sjöberg. « Implementation and Evaluation of a DataPipeline for Industrial IoT Using ApacheNiFi ». Thesis, Karlstads universitet, 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-78032.
Texte intégralFelicetti, Riccardo. « Infrastrutture per Monitoraggio e Controllo di Dispositivi Industrial IoT basate su Soluzioni Eclipse Foundation ». Master's thesis, Alma Mater Studiorum - Università di Bologna, 2020.
Trouver le texte intégralSöderby, Karl. « Education of IoT in an industrial context ». Thesis, Malmö universitet, Fakulteten för kultur och samhälle (KS), 2020. http://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-21298.
Texte intégralLivres sur le sujet "IoT industriel"
Butun, Ismail, dir. Industrial IoT. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5.
Texte intégralPeñalver, Lourdes, et Lorena Parra, dir. Industrial IoT Technologies and Applications. Cham : Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-71061-3.
Texte intégralChen, Fulong, et Yonglong Luo, dir. Industrial IoT Technologies and Applications. Cham : Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-60753-5.
Texte intégralWan, Jiafu, Iztok Humar et Daqiang Zhang, dir. Industrial IoT Technologies and Applications. Cham : Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-44350-8.
Texte intégralMahmood, Nurul Huda, Nikolaj Marchenko, Mikael Gidlund et Petar Popovski, dir. Wireless Networks and Industrial IoT. Cham : Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-51473-0.
Texte intégralBabel, Wolfgang. Industrie 4.0, China 2025, IoT. Wiesbaden : Springer Fachmedien Wiesbaden, 2021. http://dx.doi.org/10.1007/978-3-658-34718-5.
Texte intégralZhurin, Viacheslav V. Industrial Ion Sources. Weinheim, Germany : Wiley-VCH Verlag GmbH & Co. KGaA, 2011. http://dx.doi.org/10.1002/9783527635726.
Texte intégralChang, Victor, Muthu Ramachandran et Víctor Méndez Muñoz, dir. Modern Industrial IoT, Big Data and Supply Chain. Singapore : Springer Singapore, 2021. http://dx.doi.org/10.1007/978-981-33-6141-6.
Texte intégralKarimipour, Hadis, et Farnaz Derakhshan, dir. AI-Enabled Threat Detection and Security Analysis for Industrial IoT. Cham : Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-76613-9.
Texte intégralGupta, Meenu, Rachna Jain, Arun Solanki et Fadi Al-Turjman. Cancer Prediction for Industrial IoT 4.0 : A Machine Learning Perspective. Boca Raton : Chapman and Hall/CRC, 2021. http://dx.doi.org/10.1201/9781003185604.
Texte intégralChapitres de livres sur le sujet "IoT industriel"
Chakravarthi, Veena S. « Industrial IoT (IIoT) Design Methodology ». Dans Internet of Things and M2M Communication Technologies, 47–60. Cham : Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-79272-5_3.
Texte intégralHaughian, Barry. « IoT Industries ». Dans Design, Launch, and Scale IoT Services, 163–83. Berkeley, CA : Apress, 2018. http://dx.doi.org/10.1007/978-1-4842-3712-0_8.
Texte intégralRehan, Syed. « Industrial IoT with AWS IoT ». Dans AWS IoT With Edge ML and Cybersecurity, 177–210. Berkeley, CA : Apress, 2023. http://dx.doi.org/10.1007/979-8-8688-0011-5_7.
Texte intégralLei, Wan, Anthony C. K. Soong, Liu Jianghua, Wu Yong, Brian Classon, Weimin Xiao, David Mazzarese, Zhao Yang et Tony Saboorian. « 5G Industrial IoT ». Dans Wireless Networks, 515–32. Cham : Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-73703-0_9.
Texte intégralAhmed, Monjur, Sapna Jaidka et Nurul I. Sarkar. « Security in Decentralised Computing, IoT and Industrial IoT ». Dans Industrial IoT, 191–211. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5_5.
Texte intégralBraunisch, Nico, Santiago Soler Perez Olaya et Martin Wollschlaeger. « Device Management in Industrial IoT ». Dans Technologien für die intelligente Automation, 37–49. Berlin, Heidelberg : Springer Berlin Heidelberg, 2022. http://dx.doi.org/10.1007/978-3-662-64283-2_3.
Texte intégralSari, Alparslan, Alexios Lekidis et Ismail Butun. « Industrial Networks and IIoT : Now and Future Trends ». Dans Industrial IoT, 3–55. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5_1.
Texte intégralCelebi, Hasan Basri, Antonios Pitarokoilis et Mikael Skoglund. « Wireless Communication for the Industrial IoT ». Dans Industrial IoT, 57–94. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5_2.
Texte intégralMinoli, Daniel, et Benedict Occhiogrosso. « IoT-Driven Advances in Commercial and Industrial Building Lighting ». Dans Industrial IoT, 97–159. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5_3.
Texte intégralCastillón, David Camacho, Jorge Chavero Martín, Damaso Perez-Moneo Suarez, Álvaro Raimúndez Martínez et Victor López Álvarez. « Automation Trends in Industrial Networks and IIoT ». Dans Industrial IoT, 161–87. Cham : Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-42500-5_4.
Texte intégralActes de conférences sur le sujet "IoT industriel"
Gómez, Jonathan, Juan Manuel Rey, María Alejandra Mantilla, Óscar Díaz, Bryan López, Alejandro Ortiz et Felipe Rubio. « Sistema IoT para el monitoreo y control de una microrred eléctrica experimental : diseño para la investigación y la enseñanza ». Dans Ingeniería para transformar territorios. Asociacion Colombiana de Facultades de Ingeniería - ACOFI, 2023. http://dx.doi.org/10.26507/paper.2952.
Texte intégralKumar, Rakesh, Bipin Kandpal et Vasim Ahmad. « Industrial IoT (IIOT) : Security Threats and Countermeasures ». Dans 2023 International Conference on Innovative Data Communication Technologies and Application (ICIDCA). IEEE, 2023. http://dx.doi.org/10.1109/icidca56705.2023.10100145.
Texte intégralŠenk, Ivana, Laslo Tarjan, Srđan Tegeltija, Vule Reljić, Mladen Babić et Miloš Stanojević. « DEVELOPMENT OF AN IIOT-READY CONVEYOR SYSTEM ». Dans 19th International Scientific Conference on Industrial Systems. Faculty of Technical Sciences, 2023. http://dx.doi.org/10.24867/is-2023-t2.1-1_04641.
Texte intégralNikolić, Vojkan, Zoran Stević, Stefana Janićijević et Dragan Kreculj. « Possibilities of IIOT application platforms in the electrical power systems ». Dans 8th International Conference on Renewable Electrical Power Sources. SMEITS, 2020. http://dx.doi.org/10.24094/mkoiee.020.8.1.255.
Texte intégral« Empowering Industrial IoT with Narrowband : The Role of NB-IoT in Industry 4.0 ». Dans International Conference on Cutting-Edge Developments in Engineering Technology and Science. ICCDETS, 2024. http://dx.doi.org/10.62919/mtlk8978.
Texte intégralAragones Ortiz, Raul, Maria Oliver Parera, Roger Malet Munte, Maria Teresa Marquez Garda et David Comellas Vogel. « Vibration and Steam Leaks Monitoring Using a Batteryless IIoT Powered by Waste Heat Using LoRaWAN Wireless Protocol in Chemical Plants ». Dans ADIPEC. SPE, 2022. http://dx.doi.org/10.2118/211177-ms.
Texte intégralVoicu, Vladimir, Dorin Petreus, Emil Cebuc et Radu Etz. « Industrial IoT (IIOT) Architecture for Remote Solar Plant Monitoring ». Dans 2022 21st RoEduNet Conference : Networking in Education and Research (RoEduNet). IEEE, 2022. http://dx.doi.org/10.1109/roedunet57163.2022.9921045.
Texte intégralSantos, Mattheus S., Mario A. R. Dantas, José M. N. David, Regina M. M. B. Villela et Felipe S. Costa. « Métis - Uma Abordagem de Autenticidade Diferenciada para Ambientes IIoT ». Dans Workshop em Blockchain : Teoria, Tecnologias e Aplicações. Sociedade Brasileira de Computação - SBC, 2021. http://dx.doi.org/10.5753/wblockchain.2021.17130.
Texte intégralCarvalho, Danilo Farias de, et Charles Christian Miers. « Uma proposta de estudo comparativo de NB-IoT vs LoRaWAN para aplicação em redes IIoT privadas para automação e monitoramento de processos ». Dans Escola Regional de Redes de Computadores. Sociedade Brasileira de Computação - SBC, 2021. http://dx.doi.org/10.5753/errc.2021.18536.
Texte intégralRubio Toloza, Andrés Felipe, Juan Manuel Rey López, Julián Rodríguez Ferreira, Germán Alfonso Osma Pinto, Iván Hernández, Alejandro Ortiz Suárez et Jonathan Gómez Zuluaga. « Sistema IIoT para la monitorización de variables atmosféricas como caso de estudio para una plataforma educativa ». Dans Ingeniería para transformar territorios. Asociacion Colombiana de Facultades de Ingeniería - ACOFI, 2023. http://dx.doi.org/10.26507/paper.2944.
Texte intégralRapports d'organisations sur le sujet "IoT industriel"
Byers, C. (Meetings on industrial ion exchange). Office of Scientific and Technical Information (OSTI), août 1988. http://dx.doi.org/10.2172/7055600.
Texte intégralKamaté, Caroline. Industrial safety in a changing world. Foundation for an Industrial Safety Culture, septembre 2023. http://dx.doi.org/10.57071/240fut.
Texte intégralJagannathan, Shanti, et Dorothy Geronimo. Reaping the Benefits of Industry 4.0 through Skills Development in Cambodia. Asian Development Bank, janvier 2021. http://dx.doi.org/10.22617/spr200325.
Texte intégralZotz, Ann-Kathrin. Impact of Climate Change Mitigation Policies in OECD Countries on Carbon Emissions Intensive Export Industries in Latin America. Inter-American Development Bank, décembre 2012. http://dx.doi.org/10.18235/0008437.
Texte intégralMontero, José Manuel, Arturo Galindo et Alejandro Izquierdo. Real Exchange Rates, Dollarization and Industrial Employment in Latin America. Inter-American Development Bank, octobre 2006. http://dx.doi.org/10.18235/0010967.
Texte intégralMcIntyre, Phillip, Susan Kerrigan et Marion McCutcheon. Australian Cultural and Creative Activity : A Population and Hotspot Analysis : Wollongong. Queensland University of Technology, 2020. http://dx.doi.org/10.5204/rep.eprints.206965.
Texte intégralFalco, J., K. Stouffer, A. Wavering et F. Proctor. IT security for industrial control systems. Gaithersburg, MD : National Institute of Standards and Technology, 2002. http://dx.doi.org/10.6028/nist.ir.6859.
Texte intégralJagannathan, Shanti, et Dorothy Geronimo. Reaping the Benefits of Industry 4.0 through Skills Development in High-Growth Industries in Southeast Asia : Insights from Cambodia, Indonesia, the Philippines, and Viet Nam. Asian Development Bank, janvier 2021. http://dx.doi.org/10.22617/spr200328.
Texte intégralJagannathan, Shanti, et Dorothy Geronimo. Reaping the Benefits of Industry 4.0 through Skills Development in Viet Nam. Asian Development Bank, janvier 2021. http://dx.doi.org/10.22617/spr200308.
Texte intégralKhuder, Wafaa. The Role of Small and Medium Industries in the Heritage Identity in Iraq : A Case Study of Bashiqa Town. Institute of Development Studies, mai 2023. http://dx.doi.org/10.19088/creid.2023.005.
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