Zahraa Nasser Hussain Azzam

This study addresses a critical methodological gap in evaluating building envelope performance in hot, arid climates, the overreliance on annual energy indicators, which fail to capture transient thermal behavior during peak-load periods. In such environments, instantaneous heat gains, their intensity, and temporal distribution are decisive factors for cooling demand, occupant comfort, and grid stability. To overcome this limitation, a dynamic evaluation framework—the Thermal Adaptation Rating (TAC) system—is proposed. TAC integrates three interrelated indices—peak temperature reduction (ΔT_peak), relative peak cooling load reduction (ΔP_peak, %), and peak thermal delay (Δt_delay), representing thermal damping, load intensity mitigation, and temporal redistribution, respectively. A typical residential building in Karbala was modeled in DesignBuilder using the EnergyPlus engine, with inputs documented and calibration performed against real consumption data following ASHRAE standards (MBE and CV(RMSE)) to ensure reliability. The study examined advanced envelope systems, including thermochromic glass (TG), phase-change materials (PCMs), aerogel materials (AMs), and hybrid combinations. Results revealed that while AM achieved the greatest annual energy savings, its impact on instantaneous cooling load was limited. PCM, by contrast, effectively mitigated and delayed peak loads, enhancing thermal comfort (PMV/PPD). Hybrid systems, particularly TG-PCM, delivered the most balanced performance, simultaneously reducing peak cooling load and shifting its occurrence to reshape the cooling demand curve during critical periods. These findings demonstrate that annual indices alone are insufficient for evaluating envelope performance in extreme climates. Peak-condition analysis, expressed in terms of instantaneous cooling load, as operationalized through TAC, provides a more accurate representation of thermal behavior and offers a practical tool to guide envelope design decisions in hot, dry regions.

This study investigates the use of smart material technologies, particularly smart coatings, to enhance thermal comfort, reduce energy consumption, and lower carbon emissions in residential buildings in Karbala, Iraq, a city with a hot, dry climate. Using DesignBuilder and EnergyPlus simulations, the performance of cool reflective coatings and thermal coatings was compared across various temperature conditions. Results showed that smart coatings significantly reduced indoor temperatures, cooling and heating loads, and overall energy use. The W&R(RS) and W&R(TS) models consistently outperformed their counterparts, offering improved thermal stability and comfort. Life-cycle analysis revealed that the operational phase accounted for the majority (52.6%) of carbon emissions, highlighting the importance of early-stage integration of smart materials. Overall, the findings underscore the potential of smart coatings to enhance energy efficiency and environmental performance in hot-climate architecture.