Adaptive-predictive control strategy for HVAC systems in smart buildings – A review

Gholamzadehmir, Maryam; Pero, Claudio Del; Buffa, Simone; Fedrizzi, Roberto; Aste, N.

doi:10.1016/j.scs.2020.102480

Cited by 132 publications

(52 citation statements)

References 74 publications

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“…A systematic analysis of scientific research has shown unanimity that the orientation of the final product of smart solutions to citizens is one of the most important conditions for effective development [8][9][10].…”

Section: Methodsmentioning

confidence: 99%

“…The point is that all building management systems and strategies can be classified as traditional and advanced. Accordingly, in relation to smart city systems and smart buildings, it is advisable to talk about the adaptability of approaches to management in accordance with the characteristics of buildings, weather conditions, digital solutions used and the position of users [10].…”

Section: Methodsmentioning

confidence: 99%

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Customer Engagement as the Basis for Technology Decisions in a Smart City

et al. 2021

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This article examines the involvement of citizens in the process of making technological decisions aimed at developing a smart environment, from smart home to urban infrastructure. The study is based on an approach that takes into account the dual behavior of the consumer of smart services - passive and active behavior. Highlighted the contradictions that create obstacles to the effective functioning of the smart city: the selective multidirectionality of the smart city development strategy and sustainable development goals; developing smart solutions for citizens without taking into account their opinions; polar approach of smart city residents to involvement in the development and implementation of smart solutions. The risks associated with the likelihood of incomplete return from the use of smart solutions are identified: consumer distrust of data security and privacy; insufficient literacy of residents regarding understanding of smart technology management processes; significant financial costs and the orientation of smart solutions to wealthy citizens; lack of sufficient evidence of the effectiveness of using a number of smart solutions; the difficulty of implementing an integrated approach to ensuring the growth of the quality of life of citizens. In accordance with the concept of the study, two directions for mitigating or eliminating risks are proposed - depending on the significant or insignificant involvement of citizens. Specific measures have been developed to help mitigate and eliminate risks. The experience of the creation of the People’s Institute of the Voronezh State Technical University was used.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

Customer Engagement as the Basis for Technology Decisions in a Smart City

et al. 2021

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“…The high energy share of HVAC systems in buildings, which increase greenhouse gas emissions and costs, motivates researchers to study the various parameters related to reducing energy consumption and finding sustainable solutions for HVAC systems [ 7 , 8 ]. Many studies have been conducted to develop advanced design and control strategies to optimize energy, thermal, and environmental performance and to make these strategies cost-effective for HVAC systems [ 2 , 9 , 10 , 11 ].…”

Section: Energymentioning

confidence: 99%

“…Smart technologies could be predictive/responsive/adaptive against weather, users, grids, and other variables. The use of these smart technologies in buildings and HVAC systems could reduce energy and cost remarkably [ 7 , 73 ] ( Figure 2 ). Figure 3 presents the managing level of adaptive–predictive control strategies in the smart building through a cloud platform.…”

Section: Energymentioning

confidence: 99%

Sustainability of Heating, Ventilation and Air-Conditioning (HVAC) Systems in Buildings—An Overview

Asim

Badiei

Mohammad

et al. 2022

IJERPH

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Increasing demand on heating, ventilation, and air-conditioning (HVAC) systems and their importance, as the respiratory system of buildings, in developing and spreading various microbial contaminations and diseases with their huge global energy consumption share have forced researchers, industries, and policymakers to focus on improving the sustainability of HVAC systems. Understanding and considering various parameters related to the sustainability of new and existing HVAC systems as the respiratory system of buildings are vital to providing healthy, energy-efficient, and economical options for various building types. However, the greatest opportunities for improving the sustainability of HVAC systems exist at the design stage of new facilities and the retrofitting of existing equipment. Considering the high available percentage of existing HVAC systems globally reveals the importance of their retrofitting. The attempt has been made to gather all important parameters that affect decision-making to select the optimum HVAC system development considerations among the various opportunities that are available for sustainability improvement.

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“…The assumption proposed in this study is that delivering NZEBs and PEBs nets differs profoundly. These two models are both characterised by technological innovations such as efficient heating and cooling technologies, from single buildings up to districts (Buffa, Cozzini, D'Antoni, Baratieri, & Fedrizzi, 2019), adaptive-predictive control strategies (Gholamzadehmir, Del Pero, Buffa, Fedrizzi, & Aste, 2020), and digitalisation of products and processes (Shao, Liu, Li, Chaudhry, & Yue, 2021) among others. However, being based on a completely new institutional organisation (i.e.…”

Section: Introductionmentioning

confidence: 99%

Envisioning Building-as-Energy-Service in the European context. From a literature review to a conceptual framework

Sibilla

Manfren

2021

Architectural Engineering and Design Management

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Positive Energy Buildings (PEBs) represent an emerging paradigm for high performance in the building sector. This paradigm focuses on the possibility of exploiting the interaction between individual NZEBs and smart Smart Grids, using energy surplus exchange. Acknowledging this technical potential, building sector should re-think the role of individual buildings as nodes of intelligent energy infrastructures with large penetration of distributed renewable energy resources. This requires a better understanding of the emerging properties related to PEBs and an organisation of new alliances across sectors in order to put PEBs nets into practice. However, there is no evidence of a comprehensive sociotechnical framework concerning PEBs nets working at scale. This paper aims to fill this gap. Through a literature review, based on Constructive Grounded Theory Method, it proposes a new conceptual framework focused on Buildings-as-Energy-Service as a key enabler for creating PEBs nets. Research findings are organised according to four integrated lines of research, which describe: the trajectory towards PEBs nets; the management of new alliances across sectors; the definition of an ecosystem of applications for PEBs; and, the socio-technical implications in putting PBEs into practice. These research lines may contribute to reinventing the role of the building sector in delivering tailor-made products and services for a low carbon society. Thus, academic and non-academic stakeholders in the fields of Architecture, Engineering, Construction, and Planning might find this conceptual framework useful, as it summarises significant potential interactions among these sectors, emerging from recent studies.

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Adaptive-predictive control strategy for HVAC systems in smart buildings – A review

Cited by 132 publications

References 74 publications

Customer Engagement as the Basis for Technology Decisions in a Smart City

Customer Engagement as the Basis for Technology Decisions in a Smart City

Sustainability of Heating, Ventilation and Air-Conditioning (HVAC) Systems in Buildings—An Overview

Envisioning Building-as-Energy-Service in the European context. From a literature review to a conceptual framework

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