A Study on Industrial Heritage Renewal Strategy Based on Hybrid Bayesian Network-Reference-Cited by-同舟云学术

A Study on Industrial Heritage Renewal Strategy Based on Hybrid Bayesian Network

Published:2023-07-07 Issue:13 Volume:15 Page:10707
ISSN:2071-1050
Container-title:Sustainability
language:en
Short-container-title:Sustainability

Author:

Han Rui¹²³^ORCID,Yang Shiqi¹

Affiliation:

1. College of Art and Design, Jilin Jianzhu University, Changchun 130118, China

2. School of Architecture, Key Laboratory of Cold Region Urban and Rural Human Settlement Environment Science and Technology of Ministry of Industry and Information Technology, Harbin Institute of Technology, Harbin 150006, China

3. Department of Architecture and Design, Politecnico di Torino, 10125 Torino, Italy

Abstract

A more scientific, objective, and reasonable renewal orientation is gradually becoming a research hotspot in the field of industrial heritage conservation and renewal. This study selected five samples to carry out field investigation and face-to-face interviews. POI data were collected and analyzed, which revealed the relationship between environmental resources and the five samples based on the kernel density estimation method. Sequentially, we unprecedentedly created a complete BN-POI-AHP hybrid Bayesian network model that was used to implement simulation analysis of the industrial heritage of the Former Site Museum of Changchun Film Studio. A renewal orientation and a strategy for the community comprehensive sports ground were determined based on the results of the simulation data through the previous model. We eventually achieved a sustainable renewal strategy and innovative research method for industrial heritage, from objective data collection and simulation model creation to generation of a final reasonable plan.

Funder

Key Science and Technology Project of the Jilin Provincial Department of Science and Technology

Publisher

MDPI AG

Subject

Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction

Link

https://www.mdpi.com/2071-1050/15/13/10707/pdf

Reference92 articles.

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