Optimal cleaning scheduling for large photovoltaic portfolios
School authors:
author photo
Margarita Castro
author photo
álvaro Hugo Lorca
author photo
Matías Alejandro Negrete
External authors:
  • Ivan Astete ( Pontificia Universidad Catolica de Chile )
Abstract:

Soiling on solar modules stands as a primary source of energy yield loss, causing reflection of radiation. This paper presents a novel cleaning scheduling model for the maintenance strategy of photovoltaic plants, focused on adequately representing the soiling and cleaning processes. We employ a novel methodology based on cleaning sectors to make the model scalable in real-world applications. Computational experiments in a case study of three operating solar power plants in Chile, on three different scales of energy generation, show that the proposed methodology can achieve better results than traditional maintenance models in the literature, increasing revenue an average of 0.8% with respect to an optimized baseline. Additional experiments also show that the proposed model allows for a more efficient use of cleaning resources and makes possible the coordination of multiple large scale power plants, where conventional strategies result on infeasible policies.

UT WOS:001281912400001
Number of Citations
Type
Pages
ISSUE
Volume 372
Month of Publication OCT 15
Year of Publication 2024
DOI https://doi.org/10.1016/j.apenergy.2024.123760
ISSN
ISBN
200 @ app_publication_show
HTTP status 200 OK
Route name app_publication_show
Has session no
Stateless Check no
Time 42 ms
Total time 42 ms
Initialization time 6 ms
Memory 8.0 MiB
Peak memory usage 8.0 MiB
PHP memory limit 128 MiB
Logger 4
Errors 0
Warnings 0
Deprecations 4
Security n/a
Authenticated No
Firewall name main
Twig 14 ms
Render Time 14 ms
Template Calls 6
Block Calls 5
Macro Calls 0
11 in 4.61 ms
Database Queries 11
Different statements 7
Query time 4.61 ms
Invalid entities 0
Second Level Cache disabled
7.1.10
Profiler token 2b4c01
Environment dev
Debug enabled
PHP version 8.3.15   View phpinfo()
PHP Extensions Xdebug ✗ APCu ✗ OPcache ✓
PHP SAPI fpm-fcgi