Cost estimation framework for optimal retrofit planning to mitigate residential building vulnerability to wildfires

Kalhor, E and Valentin, V (2018) Cost estimation framework for optimal retrofit planning to mitigate residential building vulnerability to wildfires. Journal of Construction Engineering and Management, 144(4): 05018003, ISSN 0733-9364

Abstract

Communities near forests are vulnerable to wildfires. Retrofit measures to reduce the vulnerability of residential buildings to wildfire include improvements that hinder, mitigate, or prevent damage from wildfire heat and embers to building exteriors and within the parcel limits. The objective of this study is to provide a cost model for optimal retrofit planning for residential properties by integrating multiattribute vulnerability rating systems, on-site wildfire vulnerability assessments, property characteristics, and uncertainty in homeowner preferences. Integer programming is used to find the optimal combination of retrofit activities that leads to the minimum vulnerability mitigation cost for 389 residential properties in Santa Fe, New Mexico. A cost model is derived for wildfire retrofit planning for residential properties. Although this study was conducted on a specific study area, the framework introduced in this study presents a planning tool for large-scale retrofit planning for urban or suburban buildings that can be used and adapted for other types of natural hazards and in other communities.

Item Type: Article
Uncontrolled Keywords: integer programming; mitigation; Monte Carlo simulation; multiattribute rating system; natural hazards; retrofit measures; retrofit plan; vulnerability assessment; wildfire; wildland urban interface
Index terms: preference, mitigation, cost model, vulnerability, Mexico, natural hazard, homeowner, forest, cost estimating, integer programming, residential property, Monte Carlo simulation, residential building
Subjects: sociology, environmental hazards, decision-making and reasoning, algorithms, Geography, financial risk, modelling and simulation, environmental science, financial and cost management, construction type
Topics: Digital Applications, Construction Technology, Sustainability, Stakeholder Management, Research Practice, Geographical Context, Cost Management
Descriptive scope: 3 PCA

N.B. Descriptive scope is a count of how many of the five facets of empirical research are indicated by the words used in title, abstract and keywords. It is not intended as a judgement on the research; merely a count of the kind of word we would expect to indicate Phenomenon, Concepts, Theoretical framing, Empirical techniques, Analytical techniques. If all five are present, then a code of “5 PCTEA” will indicate this. If you feel the coding for this record is questionable, we welcome discussion around the terms we matched or the way we categorized them. The facet you would expect may not be coded, or a facet may be coded inappropriately. This can also bear on a larger question, of which facets should be treated as defining in construction management research. Please get in touch, and we will look at it. More details here