Field Evaluation of Municipal Infrastructure Asset Systems in Rwanda: A Randomized Field Trial on System Reliability Assessment
Abstract
This study aims to evaluate municipal infrastructure asset systems in Rwanda through a randomized field trial designed to assess system reliability. A randomized field trial was conducted across selected municipalities in Rwanda. Data were collected using standardised surveys and equipment condition assessments. Statistical models were applied to analyse the data, including a logistic regression model to predict the probability of asset failure based on environmental factors. The findings indicate that 75% of surveyed municipal infrastructure assets exhibited reliability levels within acceptable parameters, with variations in performance attributed largely to climate conditions and maintenance practices. Despite initial challenges in data collection, this randomized field trial provided valuable insights into the reliability of municipal infrastructure systems in Rwanda. The study's methodology can serve as a benchmark for future evaluations. Future research should focus on expanding the geographical scope to include more municipalities and integrate predictive maintenance strategies based on system reliability metrics. The maintenance outcome was modelled as Y₈ₓ=₀+₁X₈ₓ+uᵢ+₈ₓ, with robustness checked using heteroskedasticity-consistent errors.
Key Points
Objective
Evaluate the reliability of municipal infrastructure asset systems in Rwanda through a randomized field trial.
Methods
- Conducted a randomized field trial in selected municipalities in Rwanda
- Collected data using standardised surveys and equipment condition assessments
- Applied statistical models including a logistic regression model to analyze data
Results
- 75% of municipal infrastructure assets showed acceptable reliability levels
- Performance variations attributed to climate conditions and maintenance practices
- Methodology serves as a benchmark for future evaluations