Journal of Business, Social and Technology
Vol. 7 No. 3 (2026): Journal of Business, Social and Technology

Maintenance Cost Optimization Model for Rooftop PV Based on a Seasonal Soiling Model and Economic Cleaning Threshold to Improve the Performance Ratio

Ridhwan Fitrah (Universitas Indonesia)
Faiz Husnayain (Universitas Indonesia)



Article Info

Publish Date
26 Aug 2026

Abstract

Background: The Performance Ratio (PR) of photovoltaic (PV) systems in tropical monsoon regions decreases due to soiling accumulation on module surfaces, yet techno-economically optimal cleaning strategies remain unavailable specifically for the Indonesian context. Objective: This study aims to evaluate the investment feasibility of a 400 kWp rooftop PV system in the Cikarang industrial estate, determine the optimal cleaning strategy, and quantify the system's contribution to carbon emission reduction. Methods: The research employs a quantitative approach based on 1,503 days of operational data (2022–2025), using an integrated framework combining a Seasonal Soiling Model (SSM) with rain-reset parameters, an Economic Cleaning Threshold (ECT) with three lookback versions, two-layer risk analysis (OAT and Monte Carlo simulation, 10,000 iterations), and carbon emission analysis. Results: The investment is feasible with NPV of IDR 2.48 billion, IRR of 16.73%, payback of 9 years, and LCOE of IDR 828.77/kWh (25.7% below PLN tariff), with 100% probability of positive NPV. The optimal strategy is annual cleaning in August (S1), yielding NPV IDR 99.2 million higher than existing practice. The system reduces 9,258 tons CO₂ over 25 years with negative abatement cost of USD −21.21/ton CO₂. Conclusion: The integrated TEA-ECT framework advances rooftop PV asset management by demonstrating that value-based, seasonally adaptive cleaning optimization simultaneously enhances economic returns and environmental performance, providing a replicable methodology for tropical monsoon regions.

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Journal Info

Abbrev

jbt

Publisher

Subject

Economics, Econometrics & Finance Industrial & Manufacturing Engineering Social Sciences

Description

This journal publishes research articles covering all aspects of information technology, information systems, agricultural technology, computer social and political sciences, and economics that belong to the business, social, and technological ...