Browsing by Author "Fadli, Fodil"
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3D point cloud enhancement using unsupervised anomaly detection
Regaya, Yousra; Fadli, Fodil; Amira, Abbes ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2019 , Conference Paper)3D point cloud is increasingly getting attention for perceiving 3D environment which is needed in many emerging applications. This data structure is challenging due to its characteristics and the limitation of the acquisition ... -
AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives
Himeur, Yassine; Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Springer Nature , 2022 , Article)In theory, building automation and management systems (BAMSs) can provide all the components and functionalities required for analyzing and operating buildings. However, in reality, these systems can only ensure the control ... -
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study
Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine ( Association for Computing Machinery (ACM) , 2023 , Conference Paper)Sports facilities have exceptionally high energy demand due to the extensive operational requirements and high-occupancy seasonal rates. Towards promoting efficient energy usage and minimal losses, consumption anomaly ... -
An Analytical Review of Attempts to Mitigate Visual Pollution in Urban Settings
Al Midani, Diala; Fadli, Fodil ( Qatar University Press , 2023 , Conference Paper)Visual pollution is the main issue rising in urban settings these days. The residents of the built environment or the surrounding communities are negatively impacted by this sort of pollution. Visual pollution reduces ... -
Bio-Facades; An Innovative Design Solution Towards Sustainable Architecture in Hot Arid Zones
Fadli, Fodil; Bahrami, Payam; Susorova, Irina; Tabibzadeh, Meysam; Zaina, Sara; El-Ekhteyar, El-Shaimaa... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)The Arabian Gulf is a semi-enclosed sea with very high evaporation and low discharge rates resulting in extreme saline and thermal conditions. Additionally the system is characterized by a weak hydrodynamic flushing resulting ... -
Biomimetic kinetic shading facade inspired by tree morphology for improving occupant’s daylight performance
Hosseini, Seyed Morteza; Fadli, Fodil; Mohammadi, Masi ( Solarlits , 2021 , Article)Many recent studies in the field of the kinetic façade developed the grid-based modular forms through primary kinetic movements which are restricted in the simple shapes. However, learning from biological analogies reveals ... -
Conceptual Framework for Planning Urban Roadside Vegetation to Enhance Air Quality for Roadside Users
Mogra, Soujanya; Khamidi, Mohd Faris; Fadli, Fodil ( Qatar University Press , 2023 , Conference Paper)Vegetation is known for enhancing air quality. However, vegetation on urban roads can either increase or decrease exposure to air pollutants. The health of pedestrians and cyclists is particularly of great concern since ... -
The design and applications of an innovative irrigation system for biofacades in hot arid climates
Fadli, Fodil; Bahrami, Payam; Zaina, Sara ( Inderscience Publishers , 2022 , Article)Assessment of water requirements through physical sustainable means is essential to ensuring water security, which is at high risk in desert climates such as Doha, Qatar. The water requirements of biofacade systems are met ... -
Evaluation of smart irrigation systems in hot-arid climates for green roofs and walls: case of Doha, Qatar
Zaina, Sara M.; Fadli, Fodil; Hosseini, Seyed Morteza ( Emerald Publishing , 2022 , Article)Purpose: The study aims to develop recommendations for optimal Internet of things (IoT) based solutions for a smart precision irrigation automation platform using morphological thinking (MT). The smart irrigation system ... -
Exploring 2D Representation and Transfer Learning Techniques for People Identification in Indoor Localization
Kerdjidj, Oussama; Himeur, Yassine; Atalla, Shadi; Copiac, Abigail; Sohail, Shahab Saquib; Fadli, Fodil; Amira, Abbes; Mansoor, Wathiq; Gawanmeh, Amjad... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference Paper)Indoor localization is a crucial aspect of various disciplines in our daily lives. It enables efficient administration tasks and improves safety by identifying the position of items or people inside spaces, making it useful ... -
Exploring Deep Time-Series Imaging for Anomaly Detection of Building Energy Consumption
Copiaco, Abigail; Himeur, Yassine; Amira, Abbes; Mansoor, Wathiq; Fadli, Fodil; Atalla, Shadi... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference Paper)Although deep anomaly detection (DAD) is crucial to optimize energy management in smart buildings, there is a lack of efficient research investigating DAD of energy consumption time-series. Besides, analyzing one-dimensional ... -
Future cities and autonomous vehicles: analysis of the barriers to full adoption
Nacer Eddine, Bezai; Medjdoub, Benachir; Al-Habaibeh, Amin; Chalal, Moulay Larbi; Fadli, Fodil ( KeAi Communications Co. , 2021 , Article)The inevitable upcoming technology of autonomous vehicles (AVs) will affect our cities and several aspects of our lives. The widespread adoption of AVs repose at crossing distinct barriers that prevent their full adoption. ... -
Indoor environmental quality (IEQ) analysis of a two-sided windcatcher integrated with anti-short-circuit device for lowwind conditions
Nejat, Payam; Hussen, Hasanen Mohammed; Fadli, Fodil; Chaudhry, Hassam Nasarullah; Calautit, John; Jomehzadeh, Fatemeh... more authors ... less authors ( Multidisciplinary Digital Publishing Institute (MDPI) , 2020 , Article)Windcatchers are considered as promising passive ventilation and cooling strategy, but the ventilation performance of this system is still of concern in areas with low speed and unpredictable winds. The air short circuiting ... -
An innovative deep anomaly detection of building energy consumption using energy time-series images
Abigail, Copiaco; Himeur, Yassine; Amira, Abbes; Mansoor, Wathiq; Fadli, Fodil; Atalla, Shadi; Sohail, Shahab Saquib... more authors ... less authors ( Elsevier , 2023 , Article)Deep anomaly detection (DAD) is essential in optimizing building energy management. Nonetheless, most existing works concerning this field consider unsupervised learning and involve the analysis of sensor readings through ... -
Insight into vegetation inclusion along urban roads: A pilot study on the preferences of expatriate roadside users in downtown Doha, Qatar
Mogra, Soujanya; Khamidi, Mohd Faris; Fadli, Fodil ( International Association for Landscape Ecology, Chapter Germany (IALE-D) , 2023 , Article)Physical Activity (PA) is vital for health and well-being. Automobile-oriented urban development hinders PA in rapidly urbanized cities. In this regard, Complete Streets’ is an emerging design approach to provide equitable ... -
Life Cycle Assessment of Tall Buildings in Qatar, A focus on Construction Materials Use and Techniques
Fadli, Fodil; Dacanay, Tommy; Moen, Cristopher; Guest, James; Bahrami, Payam ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)Buildings represent one of the most significant sources of negative impacts to the natural ecosystems on which Qatar's inhabitants health and environmental quality depend. The market has identified Qatar as one of the ... -
Multimodal Transport For Smart Mobility in Emerging Cities: Case of Doha
Hasan, Mahnoor; Fadli, Fodil ( Qatar University Press , 2023 , Conference Paper)A mobility focused smart city ensures an urban place that is shaped with latest innovations accentuating the overall well-being of its citizens. One of the significant aspects for assessing the Smart Mobility in an emerging ... -
Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities
Elnour, M.; Himeur, Yassine; Fadli, Fodil; Mohammedsherif, Hamdi; Meskin, Nader; Ahmad, Ahmad M.; Petri, Ioan; Rezgui, Yacine; Hodorog, Andrei... more authors ... less authors ( Elsevier Ltd , 2022 , Article)Sports facilities are considered complex buildings due to their high energy demand and occupancy profiles. Therefore, their management and optimization are crucial for reducing their energy consumption and carbon footprint ... -
Next-generation energy systems for sustainable smart cities: Roles of transfer learning
Himeur, Yassine; Elnour, Mariam; Fadli, Fodil; Meskin, Nader; Petri, Ioan; Rezgui, Yacine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Elsevier , 2022 , Article Review)Smart cities attempt to reach net-zero emissions goals by reducing wasted energy while improving grid stability and meeting service demand. This is possible by adopting next-generation energy systems, which leverage ... -
Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities
Elnour, M.; Fadli, Fodil; Himeur, Yassine; Petri, Ioan; Rezgui, Yacine; Meskin, Nader; Ahmad, Ahmad M.... more authors ... less authors ( Elsevier Ltd , 2022 , Other)Sports facilities (SFs) consume massive energy given their unique demand profiles and operation requirements. Intelligent and effective solutions are necessary to tackle the matter of facilities’ sustainability and efficiency. ...