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Optimization of Condition-Based Maintenance of Wood Utility Pole Network Subjected to Hurricane Hazard and Climate Change
- Source :
- Frontiers in Built Environment, Vol 6 (2020), Frontiers in Built Environment, Frontiers in Built Environment, Frontiers media, 2020, 6, pp.73. ⟨10.3389/fbuil.2020.00073⟩
- Publication Year :
- 2020
- Publisher :
- Frontiers Media S.A., 2020.
-
Abstract
- International audience; Electric power distribution systems that link the bulk power grid (generation and transmission systems) to customers are the leading cause of power outages due to their vulnerability to extreme wind events, especially hurricanes. The strength of the wood poles that typically support the distribution lines also deteriorate over time. The vulnerability of the poles is expected to increase due to the potential impact of climate change on both hurricane hazard and wood decay rate. As such, an effective maintenance planning method is required for the vast number of poles supporting distribution lines. This paper presents a framework to optimize the maintenance of a network of wood utility poles. Corrective replacement due to failure caused by hurricanes and preventive replacement due to excessive decay are considered. The objective is to find the optimal inspection interval for the preventive replacement to minimize the long-term maintenance cost. To solve the optimization problem, the decay of the poles is modeled as a stationary gamma process. The impact of climate change on the rate of pole failure and replacement is also investigated. Two locations are considered as case studies: Miami, Florida, and New York City, New York. The period from 2010 to 2099 is considered for the study. The results of the case study show that the optimal inspection/replacement cycle determined using the developed framework results in lower total maintenance costs compared to current typical utility practice. Based on the inspection and replacement costs used in the study, the results show that adopting a periodic preventive maintenance policy decreases the failure rate of the poles but increases the total maintenance cost. However, only the cost of replacing the poles is considered here. Other considerations, such as indirect costs due to power outages and the impact of pole failure on system reliability, can render the adoption of a preventive replacement policy cost-effective. The results also show that climate change can increase the total maintenance cost. Based on current typical utility maintenance practice, climate change can increase the total maintenance cost by up to 8% in Miami and 6% in NYC, depending on the emission scenario considered.
- Subjects :
- business.product_category
Geography, Planning and Development
0211 other engineering and technologies
Climate change
020101 civil engineering
02 engineering and technology
7. Clean energy
0201 civil engineering
lcsh:HT165.5-169.9
Indirect costs
Electric power system
power systems
utility poles
Utility pole
021110 strategic, defence & security studies
Electric power distribution
business.industry
maintenance optimization
Condition-based maintenance
Failure rate
Building and Construction
Transmission system
lcsh:City planning
Reliability engineering
Urban Studies
[SPI.GCIV]Engineering Sciences [physics]/Civil Engineering
climate change
13. Climate action
lcsh:TA1-2040
Environmental science
hurricanes
business
lcsh:Engineering (General). Civil engineering (General)
Subjects
Details
- Language :
- English
- ISSN :
- 22973362
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- Frontiers in Built Environment
- Accession number :
- edsair.doi.dedup.....83c7ac58161c65c7fece2d9bac1c3722
- Full Text :
- https://doi.org/10.3389/fbuil.2020.00073/full