Lamine Mahdjoubi
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View article: Monitoring indoor environmental conditions in office buildings using a sustainable Agentic RAG-LLM system
Monitoring indoor environmental conditions in office buildings using a sustainable Agentic RAG-LLM system Open
View article: Driving sustainable energy transitions with a multi-source RAG-LLM system
Driving sustainable energy transitions with a multi-source RAG-LLM system Open
View article: Towards a blockchain and machine learning-based framework for decentralised energy management
Towards a blockchain and machine learning-based framework for decentralised energy management Open
In most domestic buildings, gas and electricity are supplied by energy and utility companies through centralised energy systems. This often results in a high burden on central management systems and has adverse effects on energy prices. Bl…
View article: An automated machine learning approach for classifying infrastructure cost data
An automated machine learning approach for classifying infrastructure cost data Open
Data on infrastructure project costs are often unstructured and lack consistency. To enable costs to be compared within and between organizations, large amounts of data must be classified to a common standard, typically a manual process. T…
View article: An Automated Method for Extracting and Analyzing Railway Infrastructure Cost Data
An Automated Method for Extracting and Analyzing Railway Infrastructure Cost Data Open
The capability of extracting information and analyzing it so that it is in a common format is essential for performing predictions, comparing projects through cost benchmarking, and having a deeper understanding of the project costs. Howev…
View article: A Method to Enable Automatic Extraction of Cost and Quantity Data from Hierarchical Construction Information Documents to Enable Rapid Digital Comparison and Analysis
A Method to Enable Automatic Extraction of Cost and Quantity Data from Hierarchical Construction Information Documents to Enable Rapid Digital Comparison and Analysis Open
Context: Despite the effort put into developing standards for structuring construction costs and the strong interest in the field, most construction companies still perform the process of data gathering and processing manually. This provok…
View article: An Automated Method for Extracting and Analyzing Railway Infrastructure Cost Data
An Automated Method for Extracting and Analyzing Railway Infrastructure Cost Data Open
The capability of extracting information and analyze it into a common format is essential for performing predictions, comparing projects through cost benchmarking, and for having a deeper understanding of the project costs. However, the la…
View article: A Method to Enable Automatic Extraction of Cost and Quantity Data from Hierarchical Construction Information Documents to Enable Rapid Digital Comparison and Analysis
A Method to Enable Automatic Extraction of Cost and Quantity Data from Hierarchical Construction Information Documents to Enable Rapid Digital Comparison and Analysis Open
Context: Despite the effort put into developing standards for structuring construction cost, and the strong interest into the field. Most construction companies still perform the process of data gathering and processing manually. That prov…
View article: Categorisation of Requirements in the Ontology-Based Framework for Employer Information Requirements (OntEIR)
Categorisation of Requirements in the Ontology-Based Framework for Employer Information Requirements (OntEIR) Open
Employer Information Requirements (EIR) are the keystone for developing a successful Building Information Modelling (BIM) project. However, clients’ lack of skill and experience in categorising and defining these requirements often undermi…
View article: A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard
A Machine Learning Approach to Classifying Construction Cost Documents into the International Construction Measurement Standard Open
We introduce the first automated models for classifying natural language descriptions provided in cost documents called "Bills of Quantities" (BoQs) popular in the infrastructure construction industry, into the International Construction M…
View article: Criteria for Preliminary Risk Assessment of Brownfield Site: An International Survey of Experts
Criteria for Preliminary Risk Assessment of Brownfield Site: An International Survey of Experts Open
View article: BIM-based immersive collaborative environment for furniture, fixture and equipment design
BIM-based immersive collaborative environment for furniture, fixture and equipment design Open
One of the most critical issues related to the current application of virtual reality during design appraisal is the inability to have a collaborative virtual environment where a group of geographically remote stakeholders can interact and…
View article: Understanding the challenges of immersive technology use in the architecture and construction industry: A systematic review
Understanding the challenges of immersive technology use in the architecture and construction industry: A systematic review Open
Despite the increasing scholarly attention being given to immersive technology applications in the architecture and construction industry, very few studies have explored the key challenges associated with their usage, with no aggregation o…
View article: Framework for preliminary risk assessment of brownfield sites
Framework for preliminary risk assessment of brownfield sites Open
View article: Disparity in the risk of exposure to respirable crystalline silica dust among non-manual and manual employees in the construction industry
Disparity in the risk of exposure to respirable crystalline silica dust among non-manual and manual employees in the construction industry Open
Construction workers are at increased health risk due to exposure to respirable crystalline silica (RCS) dust. We examined differences in health risk among non-manual and manual employees in the construction industry. The participants were…
View article: An investigation into macro BIM maturity and its impacts: a comparison of Qatar and the United Kingdom
An investigation into macro BIM maturity and its impacts: a comparison of Qatar and the United Kingdom Open
Emerging frameworks of BIM implementation have proposed several attributes as measures of macro-scale BIM maturity within countries. Such macro-scale BIM maturity indicators determine the policy and institutional imperatives for BIM diffus…
View article: TOWARDS THE CREATION OF A DECISION SUPPORT SYSTEM TOOL FOR THE PRELIMINARY RISK ASSESSMENT OF BROWNFIELD SITES
TOWARDS THE CREATION OF A DECISION SUPPORT SYSTEM TOOL FOR THE PRELIMINARY RISK ASSESSMENT OF BROWNFIELD SITES Open
Brownfield sites always raise concern for the health and safety of site workers involved in site renovations and developments and, subsequently, for the residents or occupants of the sites.As a minimum, a preliminary risk assessment is nec…
View article: G167 Improving outcomes for young chldren in refugee families: lessons from somali parents’ experiences of play and social interaction in the UK
G167 Improving outcomes for young chldren in refugee families: lessons from somali parents’ experiences of play and social interaction in the UK Open
Aims Adverse early child development and ill health risks poorer wellbeing, unemployment and criminal behaviour in later life. The children of disadvantaged migrants are at risk of delayed and disordered early development, with multiple fa…
View article: Attributes That Determine the Building Information Modelling Capability Maturity of Quantity Surveying Practice
Attributes That Determine the Building Information Modelling Capability Maturity of Quantity Surveying Practice Open
With more than 80% of all construction projects overrunning their budget, there is a need for more efficient management of the estimated 10% of Gross Domestic Product (GDP) that is expended annually on construction across the world. It has…
View article: An Approach for Integrating Mixed Reality into BIM for Early Stage Design Coordination
An Approach for Integrating Mixed Reality into BIM for Early Stage Design Coordination Open
Building Information Modelling (BIM) and its associated technologies have proved to be one of the most promising developments in the Architectural, Engineering and Construction (AEC) industry. Over the past few decades, the AEC sector has …
View article: A web-based design for occupational safety and health capability maturity indicator
A web-based design for occupational safety and health capability maturity indicator Open
View article: The importance of BIM capability assessment
The importance of BIM capability assessment Open
Purpose The emergence of building information modelling (BIM) has led to the need for pre-qualification and selection of organisations capable of working within a BIM environment. Several criteria have been proposed for the assessment of a…
View article: Design for occupational safety and health: key attributes for organisational capability
Design for occupational safety and health: key attributes for organisational capability Open
Purpose Against the backdrop of the contribution of design to the occurrence of occupational injuries and illnesses in construction, design for occupational safety and health (DfOSH) is increasingly becoming prominent in the construction s…
View article: ‘Like a life in a cage’: Understanding child play and social interaction in Somali refugee families in the UK
‘Like a life in a cage’: Understanding child play and social interaction in Somali refugee families in the UK Open
View article: Design for safety implementation factors: a literature review
Design for safety implementation factors: a literature review Open
Purpose Decisions made during the design stage of construction works can significantly reduce the risk of occurrence of occupational accidents, injuries and illnesses. Moreover, it has been established that design is one of the major contr…
View article: EXTENDING INDOOR OPEN STREET MAPPING ENVIRONMENTS TO NAVIGABLE 3D CITYGML BUILDING MODELS: EMERGENCY RESPONSE ASSESSMENT
EXTENDING INDOOR OPEN STREET MAPPING ENVIRONMENTS TO NAVIGABLE 3D CITYGML BUILDING MODELS: EMERGENCY RESPONSE ASSESSMENT Open
Disaster scenarios in high-rise buildings such as the Address Downtown, Dubai or Grenfell Tower, London have showed ones again the importance of data information availability for emergency management in buildings. 3D visualization of indoo…
View article: Development of a design for occupational safety and health capability maturity model
Development of a design for occupational safety and health capability maturity model Open
Design for occupational safety and health (DfOSH) is growing in prominence in the construction sector. Consequently, designers (as individuals or organisations) are expected to mitigate occupational health and safety risks through design. …
View article: A dynamic approach for evacuees' distribution and optimal routing in hazardous environments
A dynamic approach for evacuees' distribution and optimal routing in hazardous environments Open
View article: HBIM: Low-cost sensors and environmental data in heritage buildings - A guide for practitioners and professionals
HBIM: Low-cost sensors and environmental data in heritage buildings - A guide for practitioners and professionals Open
This guide is intended to introduce the heritage conservation professional to the use of low cost sensors to capture environmental data in occupied heritage buildings, for the purposes of enhancing the heritage preservation practice with t…
View article: A comparison of data collection methods for spatial analysis
A comparison of data collection methods for spatial analysis Open
This report looks at three methods for capturing the geometry of buildings and their elements to be used in the generation of energy models of those buildings. A heritage building in Salford, UK, is used as a case study, receiving each dat…