创新及科技解决方案

解决方案编号

S-0033

解决方案名称

安樂工程雲端製冷機組能源管理平台

解决方案描述

‘ATAL’s Cloud-based Chiller Plant Energy Management Platform’ is an award-winning solution at the Hong Kong ICT Awards 2019 in the category of “Big Data & Open Data Applications”. This platform is an all-in-one intelligent system leveraging big data analytics and machine learning (ML) for achieving building energy efficiency and sustainable development. ATAL’s Dynamic Optimisation is built upon the basis of self-trained physics-guided machine learning (ML) models using actual operating data. This ensures energy performance of the whole chiller plant being optimised in real-time using advanced modelling and optimisation techniques. Buildings can achieve up to 30% energy savings on chiller plant operations with the use of the platform, depending on the building types and the buildings’ current energy performance.

应用领域

城市管理

气象

工商业

发展

环境

房屋

使用的技术

人工智能

云端运算

数据分析

机器学习

预测分析

使用例子

In line with the Smart City vision of the HKSAR Government, making use of innovation and technology in the built environment is the key to achieving building energy efficiency and sustainable development. The smart city market is expected to grow continuously with the support of the Government, as highlighted in the recently released “Hong Kong Smart City Blueprint” (ITB, 2018). Besides the HKSAR Government has set an ambitious carbon intensity reduction target of 65% to 70% by 2030 using 2005 as the base, which is equivalent to 26% to 36% absolute reduction and a reduction to 3.3-3.8 tonnes on a per capita basis (EB, 2018). Given the dominance of air-conditioning (AC) systems in building energy consumption, and of buildings in Hong Kong’s overall energy use and greenhouse gas (GHG) emissions, ensuring AC systems are run at the highest possible energy efficiency is crucial to realisation of Hong Kong’s GHG emission reduction target. Greater utilisation of building data to serve this purpose is, therefore, a necessary strategy to take. The data-driven approach adopted in the design of the platform makes it easy to deploy without replacing the costly central equipment or disrupting operations.

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