Browsing by Author "Fadli, Fodil"
Now showing items 1-20 of 22
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3D point cloud enhancement using unsupervised anomaly detection
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2019 , Conference)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 ... -
Analysis of Unsupervised Consumption Anomaly Detection in Sports Facilities using Artificial Intelligence-Based Data Analytics: A Case Study
( Association for Computing Machinery (ACM) , 2023 , Conference)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 ... -
Biomimetic kinetic shading facade inspired by tree morphology for improving occupant’s daylight performance
( 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 ... -
The design and applications of an innovative irrigation system for biofacades in hot arid climates
( 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
( 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
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference)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
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference)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
( 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
( 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
( 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
( 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 ... -
Neural network-based model predictive control system for optimizing building automation and management systems of sports facilities
( 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 ... -
Performance and energy optimization of building automation and management systems: Towards smart sustainable carbon-neutral sports facilities
( Elsevier Ltd , 2022 , Article Review)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. ... -
Plant performance analysis of biofacades in a hot, arid Region of Qatar
( Springer Nature , 2022 , Article)Green walls are a traditional system that has been rediscovered for addressing and combating effects of climate change on the urban environment. The greening of walls is one of the sustainable techniques towards green ... -
Point-Denoise: Unsupervised outlier detection for 3D point clouds enhancement
( Springer Nature , 2021 , Article)3D point cloud denoising is an increasingly demanding field as such type of data structure is getting more attention in perceiving the 3D environment for diverse applications. Despite their novelty, recently proposed ... -
Recommendation System Towards Residential Energy Saving Based on Anomaly Detection
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference)This paper presents a recommender system to promote energy consumption reduction behaviors in residential buildings. The system exploits data stream processing methods jointly with machine learning algorithms on real-time ... -
Smart City Applications: Promoting comfort, health and well-being through Sustainable Smart Urban Design (S2UD) in Msheireb Downtown
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2020 , Conference)This study explores the Msheireb Downtown Project by studying the design qualities and adopted applications of its public open spaces (POS). We uncover their roles in the smart city design system with an eye for how they ... -
Social media data analysis of IoT risks in smart cities
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference)Social media has emerged as the most popular platform for individuals from all walks of life who wish to connect with one another to discuss recent news or events that have taken place all over the globe. Twitter, in ... -
Street re-design for the adoption of autonomous vehicles: case of the city of Doha, Qatar
( Emerald Publishing , 2023 , Article)Purpose: There is lack of knowledge about how the existing streets need to be redesigned and the infrastructural changes that need to be made to adopt autonomous vehicles. The purpose of this study is to investigate the ... -
Structural topology optimization considering complexity
( American Society of Civil Engineers (ASCE) , 2017 , Conference)As topology optimization is a free-form approach to optimizing structural layout, it has a tendency to design structures that are topologically complex. In large-scale structures, this complexity drives construction costs ...
