AI-enabled Decarbonisation Assessment Score and Analytics for Net-Zero Construction Operations (AI-DASA)

基于“衡量就是知道，如果你不能衡量，你就不能改进”的哲学立场，合作伙伴将利用人工智能（AI）和数据经济。为建筑行业开发“同类首创”的脱碳评分和分析系统。该平台将通过评估和评分项目设计和建筑过程的合规性水平，帮助建筑过程脱碳。该系统将由两个模块组成，即：1。脱碳评估评分平台（DASP）： DASP将评估施工操作碳，并根据设计和施工过程的脱碳合规水平分配脱碳分数（DECARB-SCORE）。DASP将采用最先进的人工智能模型，这些模型将使用材料的碳数据表、历史建筑设计文件（BIM文件）和建筑工地的运营信息（能源来源、设备/机械动力效率等）来开发。脱碳合规将以适当的颜色编码的合规级别进行分级。脱碳分析平台（DECARBONALYTICS）： DECARBONALYTICS平台将使用先进的深度学习技术和启发式优化算法，对替代建筑设计、组成材料和现场操作条件的组合进行what/if分析。该分析将产生具有不同decarb分数的多种方案，这将基于期望的脱碳合规水平和相关的可负担性，提供可操作的见解。

Drawing on a philosophical standpoint of "to measure is to know, if you cannot measure it you cannot improve it", the partners will leverage Artificial Intelligence (AI) and data economy.to develop a "first of its kind" decarbonisation scoring and analytics system for the construction industry. The platform will aid the decarbonisation of construction processes by assessing and scoring the level of compliance of project designs and building processes. The system will consist of two modules namely:1. Decarbonisation Assessment Scoring Platform (DASP): DASP will assess the construction operational carbon and assign a decarbonisation score (DECARB-SCORE) based on the level of decarbonisation compliance of the design and construction processes. DASP will employ state-of-art AI models that will be developed using carbon datasheet of materials, historical building design files (BIM files) and construction sites' operational information (sources of energy, equipment/machinery power efficiency, etc.). The decarbonisation compliance will be graded with appropriate colour-coded compliance levels.2. Decarbonisation Analytics Platform (DECARBONALYTICS): The DECARBONALYTICS platform will use advanced deep learning techniques and heuristic optimisation algorithms to conduct what/if analysis of the combination of alternative building designs, constituent materials and site operational conditions. This analysis will yield multiple scenarios with varying DECARB-SCOREs which will enable actionable insights based on the desired level of decarbonisation compliance and the associated affordability.