Location-based data driven model for real estate market value analysis based on energy performance certification

被引:1
|
作者
Moretti, Nicola [1 ]
Tagliabue, Lavinia Chiara [2 ]
Dejaco, Mario Claudio [1 ]
Cecconi, Fulvio Re [1 ]
机构
[1] Politecn Milan, Dept Architecture Built Environm & Construct Engn, Via Ponzio 31, I-20133 Milan, Italy
[2] Univ Brescia, Dept Civil Environm Architectural Engn & Math, Via Branze 43, I-25123 Brescia, Italy
关键词
D O I
10.1088/1742-6596/1343/1/012052
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The market value of physical assets varies over time as a function of different factors. These factors are related, for instance, to the correct execution of construction works and installation of systems, the procedures for the operation of systems and equipment, the continuous implementation of maintenance operations and to the location and the perceived value. However, there is no clear evidence, in Italy, of how buildings' market value is affected by the energy performance measured by the Energy Performance Certification (EPC), promoted thanks to the European Energy Performance of Buildings Directive in order to drive the assets' energy efficiency. The aim of the research is the definition of a methodology for the identification of the impact of the energy performance on the market value of the assets. An analysis of the market values of assets has been carried out based on a public database. On this basis, an investigation of homogeneous assets' price areas has been performed. The results have been geolocated and further processed, which allowed to associate differences in the market values to the energy performance retrieved from the Certificazione Energetica degli EDifici (CENED) database (the Italian regional EPC database). The buildings included in the analysis are residential buildings distributed in the regional territory (Lombardy Region). The methodology has been tested at national level but is potentially scalable in different contexts. It has been developed and applied in two case studies, cities with different size and characteristics located in the northern Italy.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Analysis of Logistics Real Estate Core Capabilities Based on Value Chain
    Gong, Xianwen
    Deng, Zhenghua
    PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE ON MANAGEMENT INNOVATION AND PUBLIC POLICY (ICMIPP 2012), VOLS 1-6, 2012, : 1539 - 1542
  • [42] Study on real estate investment value based on cluster and discriminant analysis
    Chong, Wu
    Dong, Wang
    PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2007, : 1189 - 1192
  • [43] The soft computing based model of investors' condition and cognition on a real estate market
    Renigier-Bilozor, Malgorzata
    Chmielewska, Aneta
    Kamasz, Ewelina
    LAND USE POLICY, 2024, 141
  • [44] Research on the Influence of Loans Supply on Real Estate Market Based on SVAR Model
    Hu Naipeng
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2009, : 1056 - 1058
  • [45] Healthy development model of real estate market based on BP neural network
    Liu, Dan
    Journal of Theoretical and Applied Information Technology, 2012, 46 (01) : 365 - 371
  • [46] ALBA: a model-driven framework for the automatic generation of android location-based apps
    Gharaat, Mohammadali
    Sharbaf, Mohammadreza
    Zamani, Bahman
    Hamou-Lhadj, Abdelwahab
    AUTOMATED SOFTWARE ENGINEERING, 2021, 28 (01)
  • [47] ALBA: a model-driven framework for the automatic generation of android location-based apps
    Mohammadali Gharaat
    Mohammadreza Sharbaf
    Bahman Zamani
    Abdelwahab Hamou-Lhadj
    Automated Software Engineering, 2021, 28
  • [48] Automated Valuation Model based on fuzzy and rough set theory for real estate market with insufficient source data
    Renigier-Bilozor, Malgorzata
    Janowski, Artur
    d'Amato, Maurizio
    LAND USE POLICY, 2019, 87
  • [49] Does the market value energy efficiency within EPC-labels? An analysis of the residential real estate market in Flanders
    Gerassimenko, Alesia
    De Moor, Lieven
    Defau, Laurens
    INTERNATIONAL JOURNAL OF HOUSING MARKETS AND ANALYSIS, 2024,
  • [50] Developing a Data Model of Indoor Points of Interest to Support Location-Based Services
    Claridades, Alexis Richard C.
    Lee, Jiyeong
    JOURNAL OF SENSORS, 2020, 2020