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Sulaimani Journal for Engineering Sciences
ISSN 2410-1699 · University of Sulaimania · 200 artikel di indeks
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Artikel Jurnal
Intelligent Task Offloading and Energy Management for Battery-Less 6G Industrial IoT Using Multi-Agent Deep Reinforcement Learning
Battery-less Industrial Internet of Things (IIoT) devices that are energized by energy harvesting (EH) must both finish latency-critical tasks and avoid capacitor brownouts simultaneously, but prior multi-agent learning approaches only optimize average performance, penalizing energy safety as a…
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Artikel Jurnal
Intelligent License Plate Recognition System for Smart Campus Access Control
Modern academic campuses face a growing tension between convenient vehicle access and increasing demands for security and operational efficiency. At scale, manual gate checks are slow, error-prone, and difficult to audit. This paper presents the design, implementation, and evaluation of an…
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Artikel Jurnal
Directed Chebyshev Spectral Graph Neural Networks: Continuous MoCA Prediction from EEG in Parkinson’s Disease
Cognitive impairment is a significant and debilitating feature of Parkinson’s disease (PD) among its non-motor symptoms. However, the current clinical tools for assessing cognitive impairment, such as the Montreal Cognitive Assessment (MoCA) test, are subject to several limitations. To address…
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Geotechnical and Index Properties of Soils Contaminated by Landfill Leachates from Erbil and Shaqlawa
Leachate from waste disposal can significantly alter the geotechnical properties of adjacent soils. Although urban expansion in the Kurdistan region has been rapid, research on local leachate chemistry and its effects on the geotechnical characteristics of regional soils remains limited. This paper…
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Artikel Jurnal
Evaluating Sediment-Induced Storage Loss in Centralized and Decentralized Dam Systems: A Case Study of Bekhma and Its Alternative
This research studies the sediment transport developments and their impact on reservoir sustainability in the Greater Zab Basin in the Kurdistan Region of Iraq, focusing on the proposed Bekhma dam and upstream alternatives of it. This study uses Digital Elevation Model (DEM) analysis, spatial…
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Artikel Jurnal
The impact of spatial configuration on residential communal places Erbil residential complexes as a case study.
In modern residential complexes, place quality arises from residents' subjective experiences and objective spatial arrangements. Movement potential and illuminated visibility influence daily use, safety, and environmental legibility. Research confirms that relational spatial structure, particularly…
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Artikel Jurnal
Automated Machine Learning for IoT Intrusion Detection: A Comparative Evaluation of FLAML and TPOT Under Multiple Validation Strategies
The vast expansion of IoT devices significantly expands the potential attack surface for networks; therefore, the increased complexity in detecting intrusions from these new sources is caused by the large dimensionality of the data, the severe class imbalance issue that exists when defining a…
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Artikel Jurnal
Effect of Nano-Silica on Geotechnical Properties and Microstructural Analysis of a Soft Soil
Nanotechnology offers an innovative approach to soil stabilization in geotechnical engineering. This study investigates the physical, mechanical, and hydraulic properties of soils treated with nano-silica at contents of 0%, 0.6%, 1.2%, 1.8%, 2.4%, and 3% by dry mass of the soil. Specimens for…
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Artikel Jurnal
Effect of Different Curing Conditions on the Mechanical and Microstructural Properties of Normal Strength Concrete
The performance of normal strength concrete (NSC) is strongly governed by curing quality, particularly during the early hydration period. This study investigates the effect of curing conditions and curing compounds on concrete grades of 25, 35, and 45 MPa. A total of 630 specimens were prepared and…
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Artikel Jurnal
The Impact of Building Technology on Promoting Sustainability in Madrid
This study examined the role of advanced building technologies in promoting urban sustainability through a qualitative case study of the Madrid Nuevo Norte project in Madrid, Spain. The research investigated how energy-efficient building envelopes, smart energy management systems, renewable energy…
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Urban Design and Monumental Influence: The Case Study of the Martyr Monument in Baghdad, Iraq
The Martyr Monument in Baghdad, Iraq, is a tribute to those who died in the Iraq-Iran War. But it represents much more than just memory; it assumes a strong character in the design of the city and the life of the people. The monument is not just a tribute to the past; it settled down in Baghdad’s…
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Artikel Jurnal
The Effect of Green Spaces in Gated Communities on Residents' Social Actualization, Sulaymaniyah City as a Case Study
This study examines how the hierarchical structure of green spaces within gated communities influences residents’ social actualization. The research focuses on Slemani Heights in Sulaymaniyah City and adopts a mixed-methods approach combining spatial audit, graphic analysis, and a structured…
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Artikel Jurnal
Hydraulic Assessment and Improvement of Water Distribution Network in Majidbag Quarter, Sulaymaniyah City, KRG, Iraq
This paper evaluates the hydraulic performance of a water distribution system in Majidbag Quarter in Sulaymaniyah City under peak summer conditions. The network was analyzed as having some supply and pressure shortages which had been increased by population and limited sources with limited supply…
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Artikel Jurnal
The Effect of Night-Lighting on Urban Space Vibrancy: Sara Square, Sulaimani City as a Case Study
Nowadays, lighting is not just a need from the engineering point of view, but rather a strategic measure for increasing safety, establishing the cultural identity of the place, and improving nightscape usability of public spaces. The Sara Square in Sulaimani city is one of the main heritage…
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Artikel Jurnal
Improving the efficiency of photovoltaic cell systems using artificial intelligence algorithms for maximum power point tracking (MPPT)
This study examines the role of artificial intelligence in improving the efficiency of photovoltaic (PV) systems through maximum power point tracking (MPPT) under dynamic operating conditions. A simulation-based model was developed in MATLAB/Simulink to evaluate four AI-based MPPT methods, namely…
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Artikel Jurnal
Shear Performance of GFRP Reinforced Concrete Beams Without Transverse Reinforcement
This study investigates the influence of glass fiber-reinforced polymer reinforcement bars on the shear capacity of simply supported concrete beams without web reinforcement and to investigate the dowel effect of this reinforcement. To determine the effects of concrete compressive strength, type of…
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Artikel Jurnal
Role of Geometrical Parameters on Heat Transfer in Liquid-Solid Fluidized Beds
A numerical investigation of hydrodynamic and heat transfer characteristics in liquid-solid fluidized beds was conducted using a coupled CFD-DEM approach combined with a thermal model. Simulations were carried out for a range of particle and column diameters with varying inlet fluid velocities…
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Artikel Jurnal
The role of urban fabric in climate adaptation to achieve a resilient urban city: Sulaymaniyah city as a case study
The aim of this paper is to establish an empirically based, interdisciplinary framework that integrates vernacular urban morphology with climate-responsive technological interventions to enhance resilience, sustainability, and community engagement in developing urban centers, using Sulaymaniyah as…
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Artikel Jurnal
Urban Visual Characteristics and Livability of Heritage Areas: A Case of Erbil’s Qaysari Bazaar
Improving visual characteristics in heritage areas enhances residents’ comfort, social engagement and overall urban livability. This study investigates how urban visual characteristics influence the perceived livability of the heritage area surrounding Qaysari Bazaar in Erbil City. The study…
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Artikel Jurnal
The Effect of School Layout on students’ sense of belonging
This paper explores the spatial school layout to enhance students’ sense of belonging across mental, physical, social, economic and behavioral preferences. It identifies four key factors connected to the sense of belonging, including student traits, social interaction, school environment, and…