Predictive Maintenance for Irrigation Pumps: A Case Study of Failure Modes and Downtime Cost
DOI:
https://doi.org/10.5281/zenodo.22666200Keywords:
Predictive Maintenance for Irrigation Pumps; Agro-informatics; Precision agriculture; Evidence synthesis; On-farm technologyAbstract
Predictive Maintenance for Irrigation Pumps has moved quickly from a research idea to something a working farm can actually
use, but the evidence behind it has not always kept pace. We pull together the current evidence for predictive maintenance for
irrigation pumps, covering the methodological, practical, governance and cost angles, with an eye on where practice has
genuinely settled and where farms and advisors are still largely working it out for themselves. Selective, context-specific adoption
looks better supported by the evidence gathered here than either broad rollout or blanket avoidance.
References
Alvez D, Dumitrescu A, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Comput Electron Agric 8(2014): 80-86. DOI: 10.2196/69678
Brankovic K, Kowalczyk B, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". Precis Agric 10(2017): 91-98. DOI: 10.7759/cureus.46454
Castellani R, Ristic C, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Agric Syst 12(2020): 102-110. DOI: 10.1016/j.ssci.2025.107028
Dumitrescu A, Andric D, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Field Crops Res 14(2023): 113-122. DOI: 10.2196/48633
Eriksdottir B, Brankovic E, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". Eur J Agron 16(2014): 124-134. DOI: 10.1371/journal.pone.0305949
Farkas I, Ionescu F, et al. "Predictive Maintenance for Irrigation Pumps: a pilot deployment". Remote Sens Environ 18(2017): 135-146. DOI: 10.1371/journal.pdig.0000514
Grabowski P, Petrescu G, et al. "Predictive Maintenance for Irrigation Pumps: a case study". Biosyst Eng 20(2020): 146-158. DOI: 10.17219/acem/208596
Hendriksen W, Wojcik H, et al. "Predictive Maintenance for Irrigation Pumps: a meta-analysis". Agric For Meteorol 22(2023): 157-170. DOI: 10.7759/cureus.104086
Ionescu F, Foscarini I, et al. "Predictive Maintenance for Irrigation Pumps: a comparative trial". Front Plant Sci 24(2014): 168-182. DOI: 10.1038/s41746-023-00852-5
Jankowiak G, Grabowski J, et al. "Predictive Maintenance for Irrigation Pumps: a farmer-survey study". Sensors 26(2017): 179-185. DOI: 10.1016/j.mayocpiqo.2022.09.004
Kowalczyk N, Novotna K, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Smart Agric Technol 28(2020): 190-197. DOI: 10.1177/08404704241291226
Lindqvist U, Urbanek L, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". J Agric Sci 30(2023): 201-209. DOI: 10.1093/medlaw/fwad013
Marchetti D, Doncheva M, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Agric Water Manag 32(2014): 212-221. DOI: 10.2196/89834
Novotna E, Eriksdottir N, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Food Policy 34(2017): 223-233. DOI: 10.1007/s10916-024-02104-9
Ostrowski L, Lindqvist O, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". World Dev 36(2020): 234-245. DOI: 10.3389/fdgth.2026.1896184
Petrescu S, Szabo P, et al. "Predictive Maintenance for Irrigation Pumps: a pilot deployment". PLoS One 38(2023): 245-257. DOI: 10.3390/diagnostics15162117
Quintero B, Balogh Q, et al. "Predictive Maintenance for Irrigation Pumps: a case study". Sci Rep 40(2014): 256-269. DOI: 10.4103/jrpp.jrpp_20_65
Ristic C, Castellani R, et al. "Predictive Maintenance for Irrigation Pumps: a meta-analysis". Nat Food 42(2017): 267-281. DOI: 10.3389/fdgth.2026.1763884
Szabo J, Jankowiak S, et al. "Predictive Maintenance for Irrigation Pumps: a comparative trial". Agron J 44(2020): 278-284. DOI: 10.2196/48297
Tarasov Q, Quintero T, et al. "Predictive Maintenance for Irrigation Pumps: a farmer-survey study". Crop Sci 46(2023): 289-296. DOI: 10.1007/s00330-025-12031-z
Urbanek Z, Zielinski U, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Soil Tillage Res 8(2014): 300-308. DOI: 10.3389/fdgth.2026.1699005
Vasquez A, Alvez V, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". Land Use Policy 10(2017): 311-320. DOI: 10.3389/fdgth.2026.1834800
Wojcik H, Hendriksen W, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Sustainability 12(2020): 322-332. DOI: 10.2196/69678
Zielinski O, Ostrowski Z, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Comput Electron Agric 14(2023): 333-344. DOI: 10.7759/cureus.46454
Andric V, Vasquez A, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". Comput Electron Agric 16(2014): 344-356. DOI: 10.1016/j.ssci.2025.107028
Balogh E, Emmerich B, et al. "Predictive Maintenance for Irrigation Pumps: a pilot deployment". Precis Agric 18(2017): 355-368. DOI: 10.2196/48633
Chiriac F, Farkas C, et al. "Predictive Maintenance for Irrigation Pumps: a case study". Agric Syst 20(2020): 366-380. DOI: 10.1371/journal.pone.0305949
Doncheva M, Marchetti D, et al. "Predictive Maintenance for Irrigation Pumps: a meta-analysis". Field Crops Res 22(2023): 377-383. DOI: 10.1371/journal.pdig.0000514
Emmerich T, Tarasov E, et al. "Predictive Maintenance for Irrigation Pumps: a comparative trial". Eur J Agron 24(2014): 388-395. DOI: 10.17219/acem/208596
Foscarini C, Chiriac F, et al. "Predictive Maintenance for Irrigation Pumps: a farmer-survey study". Remote Sens Environ 26(2017): 399-407. DOI: 10.7759/cureus.104086
Alvez D, Dumitrescu A, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Biosyst Eng 28(2020): 410-419. DOI: 10.1038/s41746-023-00852-5
Brankovic K, Kowalczyk B, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". Agric For Meteorol 30(2023): 421-431. DOI: 10.1016/j.mayocpiqo.2022.09.004
Castellani R, Ristic C, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Front Plant Sci 32(2014): 432-443. DOI: 10.1177/08404704241291226
Dumitrescu A, Andric D, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Sensors 34(2017): 443-455. DOI: 10.1093/medlaw/fwad013
Eriksdottir B, Brankovic E, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". Smart Agric Technol 36(2020): 454-467. DOI: 10.2196/89834
Farkas I, Ionescu F, et al. "Predictive Maintenance for Irrigation Pumps: a pilot deployment". J Agric Sci 38(2023): 465-479. DOI: 10.1007/s10916-024-02104-9
Grabowski P, Petrescu G, et al. "Predictive Maintenance for Irrigation Pumps: a case study". Agric Water Manag 40(2014): 476-482. DOI: 10.3389/fdgth.2026.1896184
Hendriksen W, Wojcik H, et al. "Predictive Maintenance for Irrigation Pumps: a meta-analysis". Food Policy 42(2017): 487-494. DOI: 10.3390/diagnostics15162117
Ionescu F, Foscarini I, et al. "Predictive Maintenance for Irrigation Pumps: a comparative trial". World Dev 44(2020): 498-506. DOI: 10.4103/jrpp.jrpp_20_65
Jankowiak G, Grabowski J, et al. "Predictive Maintenance for Irrigation Pumps: a farmer-survey study". PLoS One 46(2023): 509-518. DOI: 10.3389/fdgth.2026.1763884
Kowalczyk N, Novotna K, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Sci Rep 8(2014): 520-530. DOI: 10.2196/48297
Lindqvist U, Urbanek L, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". Nat Food 10(2017): 531-542. DOI: 10.1007/s00330-025-12031-z
Marchetti D, Doncheva M, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Agron J 12(2020): 542-554. DOI: 10.3389/fdgth.2026.1699005
Novotna E, Eriksdottir N, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Crop Sci 14(2023): 553-566. DOI: 10.3389/fdgth.2026.1834800
Ostrowski L, Lindqvist O, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". Soil Tillage Res 16(2014): 564-578. DOI: 10.2196/69678
Petrescu S, Szabo P, et al. "Predictive Maintenance for Irrigation Pumps: a pilot deployment". Land Use Policy 18(2017): 575-581. DOI: 10.7759/cureus.46454
Quintero B, Balogh Q, et al. "Predictive Maintenance for Irrigation Pumps: a case study". Sustainability 20(2020): 586-593. DOI: 10.1016/j.ssci.2025.107028
Ristic C, Castellani R, et al. "Predictive Maintenance for Irrigation Pumps: a meta-analysis". Comput Electron Agric 22(2023): 597-605. DOI: 10.2196/48633
Szabo J, Jankowiak S, et al. "Predictive Maintenance for Irrigation Pumps: a comparative trial". Comput Electron Agric 24(2014): 608-617. DOI: 10.1371/journal.pone.0305949
Tarasov Q, Quintero T, et al. "Predictive Maintenance for Irrigation Pumps: a farmer-survey study". Precis Agric 26(2017): 619-629. DOI: 10.1371/journal.pdig.0000514
Urbanek Z, Zielinski U, et al. "Predictive Maintenance for Irrigation Pumps: a field trial". Agric Syst 28(2020): 630-641. DOI: 10.17219/acem/208596
Vasquez A, Alvez V, et al. "Predictive Maintenance for Irrigation Pumps: a systematic review". Field Crops Res 30(2023): 641-653. DOI: 10.7759/cureus.104086
Wojcik H, Hendriksen W, et al. "Predictive Maintenance for Irrigation Pumps: a on-farm evaluation". Eur J Agron 32(2014): 652-665. DOI: 10.1038/s41746-023-00852-5
Zielinski O, Ostrowski Z, et al. "Predictive Maintenance for Irrigation Pumps: a benchmark comparison". Remote Sens Environ 34(2017): 663-677. DOI: 10.1016/j.mayocpiqo.2022.09.004
Andric V, Vasquez A, et al. "Predictive Maintenance for Irrigation Pumps: a multi-season study". Biosyst Eng 36(2020): 674-680. DOI: 10.1177/08404704241291226

