Syed Y. Mahdi , Mohammed Alhaji Mohammed , Ismail M. Budaiwi , Adel A. Abdou
{"title":"Thermal performance analysis of energy-active window systems with integrated airflow elements","authors":"Syed Y. Mahdi , Mohammed Alhaji Mohammed , Ismail M. Budaiwi , Adel A. Abdou","doi":"10.1016/j.jobe.2025.114283","DOIUrl":"10.1016/j.jobe.2025.114283","url":null,"abstract":"<div><div>Optimizing building envelope systems is essential for improving thermal comfort and energy efficiency. Glazed sections are typically the weakest in terms of heat transfer, requiring targeted enhancement. This study examines the thermal performance of Energy-Active Window (EAW) systems equipped with internal airflow-modifying elements to enhance convective heat transfer and mitigate heat accumulation within the window cavity. Computational Fluid Dynamics (CFD) simulations were performed under steady-state conditions to analyze temperature distribution and convective behavior. Lower airflow velocities (0.24 m/s) improved thermal uptake, resulting in an outflow temperature of 38.8 °C and an average pane temperature difference (ΔT) of 15.9 °C. In contrast, higher velocities (0.57 m/s) reduced these values to 35.36 °C and 15.73 °C, respectively. To further improve performance, circular, square, and triangular bar-shaped elements were investigated. The square bar configuration (SA2), with 3 bars spaced 0.1 m apart, achieved the highest efficiency, yielding an outflow temperature of 39.04 °C and a ΔT of 16.06 °C. Reducing the spacing to 0.05 m increased ΔT to 16.45 °C. The inner glazing temperature of 23.3 °C confirmed enhanced heat removal due to increased airflow disruption. These findings underscore the significance of the geometry and placement of internal elements in improving the thermal performance of EAW systems, with configuration SA<sub>2</sub> emerging as the most thermally effective design.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114283"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145254746","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yongqiang Luo , Weiyong Guo , Junhao Shen , Xianzhou Dong , Zhiyong Tian , Jianhua Fan , Yingde Yin , Limao Zhang , Xiaoying Wu , Baobing Liu
{"title":"Fast prediction of annual hourly indoor non-uniform unsteady environment through coupled model of daylighting, CFD, energy simulation and machine learning","authors":"Yongqiang Luo , Weiyong Guo , Junhao Shen , Xianzhou Dong , Zhiyong Tian , Jianhua Fan , Yingde Yin , Limao Zhang , Xiaoying Wu , Baobing Liu","doi":"10.1016/j.jobe.2025.114280","DOIUrl":"10.1016/j.jobe.2025.114280","url":null,"abstract":"<div><div>Predicting the non-uniform indoor temperature field is time-consuming by using computational fluid dynamic (CFD) methods. This process usually becomes even more complex when sunlit shine on ground which creates a dynamic hot spot boundary, which is largely overlooked by previous studies. Currently, it is common to conduct annual building energy simulation, but fast generation of annual indoor CFD results is still unapproachable. This study proposes a new model for forecasting indoor temperature distribution, developed by combining POD algorithms with machine learning techniques. Through a series of experimental and numerical validations, the results indicate that the proposed POD-ML model can accurately and rapidly predict indoor temperature fields, and it performs well under various model settings, with errors ranging from 1.26 % to 9.11 %. The model allows for continuous simulation of indoor temperature fields across the year using real meteorological data, providing architects and HVAC system designers with deeper insights into indoor temperature distribution, which aids in achieving greater energy savings and improving indoor environmental conditions.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114280"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270503","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Christoph Heuer, Victoria Jung, Carsten Kamp, Sigrid Brell-Cokcan
{"title":"Deconstruction system for the reuse of concrete building parts in circular automated construction","authors":"Christoph Heuer, Victoria Jung, Carsten Kamp, Sigrid Brell-Cokcan","doi":"10.1016/j.jobe.2025.113952","DOIUrl":"10.1016/j.jobe.2025.113952","url":null,"abstract":"<div><div>In response to the growing demand for sustainable construction practices, this research introduces an innovative (semi-)automated robotic deconstruction system designed for minimally invasive, controlled deconstruction of concrete building parts, aligning with Circular Economy principles to enhance material reuse. The system automates the sawing process, significantly reducing labor and time compared to traditional methods. Field demonstrations show a reduction from <span><math><mo>∼</mo></math></span>26 min to <span><math><mo>∼</mo></math></span>4 min per set-up. Key innovations include a hydraulically positioned end-effector capable of precise cuts, allowing the system to align precisely, and the integration of a PID control mechanism that stabilizes the robotic arm, preventing positional drift while enabling horizontal sawing and improving safety. In addition, laser alignment technology enables real-time adjustments during cutting, enhancing accuracy. The deconstruction system efficiently manages workflows and reduces physical strain on workers by handling heavy loads. This research demonstrates the potential of robotic systems to work in complex environments while minimizing waste in construction and improving resource efficiency.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 113952"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Improved method for UV lamps irradiance characterization and life-cycle assessment for in-duct microbial inactivation","authors":"Jay Patel, Sunday S. Nunayon, Lexuan Zhong","doi":"10.1016/j.jobe.2025.114244","DOIUrl":"10.1016/j.jobe.2025.114244","url":null,"abstract":"<div><div>Accurate characterization of ultraviolet (UV) irradiance is essential for the effective design and evaluation of in-duct air disinfection systems. This study aims to develop a novel angular correction factor to address sensor detection-angle limitations. Experimental irradiance measurements were conducted for 222 nm excimer lamp, 254 nm mercury lamp, 265 nm UVC LED and 365 nm UVA LEDs, and their environmental sensitivity was assessed under varying air temperature, velocity, and relative humidity. The comparative life-cycle assessment evaluated energy, costs, and environmental impacts for achieving a 3-log microbial reduction. Findings show that the correction factor reduced overestimation by up to 30 % near lamp surfaces, with a maximum error (18 %) observed farther from the 254 nm lamp. Model-based scalability from single LED modules to full arrays yielded an average relative error of ±13 %, supporting flexible LED arrangements. The 254 nm lamp output increased by 18 % as air temperature rose (25–35 °C) and decreased nearly to 80 % as velocity increased (0.5–2 m/s). In contrast, the 222 nm lamp and both LED systems showed minimal sensitivity, indicating greater operational stability under dynamic conditions. While LEDs and 222 nm offer their own advantages, they require higher energy and cost to achieve equivalent disinfection. Therefore, under continuous in-duct application, the 254 nm lamp is the most sustainable and cost-effective option among those tested. This study provides a validated, building-scale framework that improves measurement accuracy and supports energy-aware implementation, offering actionable guidance for optimized, sustainable deployment of UVGI in building ventilation systems.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114244"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effectiveness of waterproofing methods and commercial chemicals against carbonation and transport properties after carbonation","authors":"Lav Singh, Lupesh Dudi, Shashank Bishnoi","doi":"10.1016/j.jobe.2025.114293","DOIUrl":"10.1016/j.jobe.2025.114293","url":null,"abstract":"<div><div>With growing interest in low-clinker binders and the need to protect structures from water-induced degradation, assessing the performance of waterproofing chemicals under naturally carbonating conditions is essential. This study evaluates twelve commercial products across three waterproofing strategies: integral admixtures, hydrophobic impregnations, and surface coatings, applied to mortars made with ordinary Portland cement (OPC) and four low-clinker binder blends (fly ash, slag, limestone, and calcined clay). After accelerated carbonation, treated and control specimens were tested for water absorption and oxygen permeability, two parameters critical to corrosion in carbonated environments. Results show that crystalline admixtures and hydrophobic impregnations effectively reduced carbonation depth and moisture transport, particularly at lower w/b ratios. Additionally, integral hydrophobic treatments enhanced water absorption resistance but simultaneously increased oxygen permeability relative to the control. In contrast, the crystalline cementitious coatings were largely ineffective, offering little resistance to carbonation and even raising oxygen permeability. Overall, while most treatments in low-clinker systems could not outperform control OPC in carbonation resistance (except one hydrophobic impregnation), several significantly lowered moisture transport to levels below OPC, highlighting their potential for durability enhancement.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114293"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shuo Zheng , Zhibin Liu , Jinkun Huang , Luqi Liu , Quanbin Jin , Qingsong Zhang , Zhu Liu , Guoyi Tang
{"title":"A review of machine learning methods for geopolymer performance prediction: Linking data-driven models with physical insights","authors":"Shuo Zheng , Zhibin Liu , Jinkun Huang , Luqi Liu , Quanbin Jin , Qingsong Zhang , Zhu Liu , Guoyi Tang","doi":"10.1016/j.jobe.2025.114227","DOIUrl":"10.1016/j.jobe.2025.114227","url":null,"abstract":"<div><div>Carbon emissions from the construction industry are becoming increasingly significant worldwide. Geopolymers, as green and low-carbon alternatives to Portland cement, offer great potential for sustainable building applications and have therefore attracted broad research interest. The performance of geopolymers is affected by multiple interacting factors, making conventional trial-and-error approaches costly and inefficient. While machine learning (ML) has been widely applied to predict geopolymer properties, purely data-driven models remain limited by black-box behavior, weak generalization, and dependence on data quality. This review systematically examines (i) the applications and dominant algorithms of data-driven ML in geopolymer research, (ii) the underlying reaction mechanisms that inform physically driven strategies, and (iii) the emerging dual-driven frameworks that integrate data with physics. The dual-driven approach represents a novel paradigm that bridges predictive power with mechanistic understanding, offering both accuracy and interpretability. Evidence shows that ensemble learning and deep neural networks achieve the best stability and robustness in data-driven prediction. Incorporating physical insights enhances interpretability and reliability, while hybrid strategies combining both approaches further improve system stability and accuracy. Unlike previous reviews centered mainly on data-driven models, this paper emphasizes the integration of physical reaction mechanisms with ML and highlights knowledge graph–guided pathways as promising directions. Such integration enables closed-loop optimization through knowledge-guided learning, experimental validation, and feedback correction, ultimately supporting the development of a knowledge–data collaboration platform for geopolymers and advancing sustainable material design.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114227"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yan-Bo Wang , Mei-Ling Chen , Guo-Qiang Li , Yan-Wen Li
{"title":"Seismic-resilient high-strength steel column base using stiffened replaceable cover plates: experimental and numerical study","authors":"Yan-Bo Wang , Mei-Ling Chen , Guo-Qiang Li , Yan-Wen Li","doi":"10.1016/j.jobe.2025.114291","DOIUrl":"10.1016/j.jobe.2025.114291","url":null,"abstract":"<div><div>This study focused on the research gap for seismic-resilient high-strength steel column bases. A novel configuration of exposed steel column base was proposed, where multi-strength-grade of structural steels was adopted, and bolted connection was specially designed for the energy-dissipation elements to facilitate post-earthquake quick repair. Full-scale experimental study was carried out to verify its effectiveness. Following that, design procedure of the column base was proposed and verified by the validated finite element model. Test results confirmed effectiveness of the proposed column base in providing enough stiffness and strength compared with the conventional exposed steel column bases. Plastic deformation always concentrated in the replaceable cover plates. There was no damage in the column segment, concrete foundation and anchor rods, while slightly spalling of the mortar layer may happen, which is not expected to be difficult in repairing. Only slight residual base rotation was observed in the test, which verified low residual deformation in the column base can be realized. To prevent yielding of the steel column segment, the reaction moment attributed from the column axial compression force and the four cover plates should always be less than the yielding moment of the column section, no matter under unidirectional or bidirectional loading.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114291"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Building ontologies for 4-5GDHC: A critical evaluation and modeling experiments on building-side components","authors":"Zeng Peng , Thomas Ohlson Timoudas , Qian Wang","doi":"10.1016/j.jobe.2025.114204","DOIUrl":"10.1016/j.jobe.2025.114204","url":null,"abstract":"<div><div>This research addresses the critical challenge of digital integration and exchange of data and information from the building side towards 4-5th generation district heating and cooling (4-5GDHC) systems, where heterogeneous data and information from distributed components hinders integration and deployment of data-driven services at scale. The study conducts a critical evaluation of six major ontologies (Brick Schema, RealEstateCore, Project Haystack, SAREF, Flow Systems Ontology, and ASHRAE Standard 223P) and performs semantic modeling experiments on key building-side components including buildings in thermal networks, thermal energy storages, heat pumps, photovoltaic-thermal systems, and waste heat recovery systems. The analysis reveals significant gaps in current ontologies for representing district-level interactions, bidirectional energy flows, and thermal storage dynamics. While existing frameworks effectively model basic building components and sensors, they lack DHC-specific terminology and cannot adequately represent prosumer relationships or complex system topologies. The paper positions ontology-based semantic models as one layer of a broader digital information infrastructure and explores how they can interface with large language models (LLMs) to streamline information interaction across building and district energy systems. This work contributes to three key advances: a comprehensive critical evaluation of existing ontologies for DHC applications, practical semantic modeling experiments demonstrating real-world applicability and limitations, and forward-looking integration frameworks combining knowledge graphs with LLMs and design metadata. The findings highlight the need for DHC-specific ontology extensions and multi-ontology integration to address the unique challenges of 4-5GDHC systems. By bridging semantic technologies and AI.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114204"},"PeriodicalIF":7.4,"publicationDate":"2025-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145270915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Seismic performance of double-inclined beam-column joints and adoption of engineering cementitious composites for performance remediation","authors":"Chao Zhang , Xiuli Du , Xinyu Shen , Kun Liu","doi":"10.1016/j.jobe.2025.114279","DOIUrl":"10.1016/j.jobe.2025.114279","url":null,"abstract":"<div><div>The demand for architectural aesthetics leads to inclined columns in modern constructions, resulting in inclined beam-column joints (BCJs). Although seismic performance and shear strength of BCJs have been widely reported, those specifically for double-inclined BCJs remain limited. In this work, 5 BCJs were tested to reveal the influence of the column double-inclination on their seismic performance and shear strength, as well as the feasibility of adopting engineered cementitious composites (ECC) for performance remediation and joint stirrup reduction. After that, finite element analysis was performed to study the effects of key parameters on the shear strengths of double-inclined ECC BCJs. Results indicated that the column inclination induced initial stress on the column and joint core under axial load, accelerating crack development and leading to 10% lower ductility, 9% less energy dissipation and 15% lower shear strength. The adoption of ECC effectively restrained damage development, leading to loading and deformation capacity substantially enhanced by 50% and 35%. Furthermore, the joint stirrups can be eliminated without significantly affecting the behavior of double-inclined BCJs. As revealed by finite element analysis, the lower joint shear strength of double-inclined BCJs was mainly attributed to the uneven width of concrete strut, resulting in different shear strengths in opposite directions. Moreover, the detrimental effects of column inclination were amplified at higher inclination, while greater column axial loads contributed to higher shear strength of double-inclined ECC BCJs. The ECC was recommended to extend into the beam and column by 150% of sectional height.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114279"},"PeriodicalIF":7.4,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145222992","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Carbon-footprint-based optimization for building life-cycle total cost analysis - A case study on MEGA house","authors":"Min-Yuan Cheng, Quoc-Tuan Vu, Xu-Kai Zhang","doi":"10.1016/j.jobe.2025.114273","DOIUrl":"10.1016/j.jobe.2025.114273","url":null,"abstract":"<div><div>The carbon pricing policies adopted by many governments worldwide to combat climate change are driving businesses to overhaul their operations to reduce emissions and mitigate financial impacts. Effectively addressing the substantial carbon footprint of the construction sector requires an understanding of its lifecycle emissions and a transition toward sustainable materials within a circular economy framework. Open building, rooted in the “Cradle to Cradle” (C2C) concept, emphasizes reusable and regenerative qualities that allow for material recovery, reuse, and recycling to enhance waste reduction and material sustainability. MEGA House is an Open Building project developed as a collaborative research project between the Architecture and Building Research Institute (ABRI) and Taiwan Tech. In this research, MEGA House is used as a case study to explore the effectiveness and feasibility of a novel optimized Building Life Cycle Cost (LCC) analysis model that incorporates the consideration of carbon footprint costs. Carbon fee systems affect building design and construction choices in terms of construction, carbon footprint, and waste disposal-related costs. Using Building Information Modeling (BIM) and Symbiotic Organisms Search 2.0 (SOS 2.0), this research categorizes materials into reuse, recycle, or waste categories and seeks the most cost-effective combinations to minimize the total LCC of a project across construction, carbon footprint, and waste disposal expenditures.</div></div>","PeriodicalId":15064,"journal":{"name":"Journal of building engineering","volume":"114 ","pages":"Article 114273"},"PeriodicalIF":7.4,"publicationDate":"2025-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145269873","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}