Evidence map›Paper›PMID 41560699›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Water-Efficient Smart Drip Irrigation Enabled by a Low-Power and High-Efficiency Flexible Electromagnetic Actuator.

Duo Chen, Xubin Zhu, Minwei Zhang, Kerui Li, Qinghong Zhang, Yaogang Li, Chengyi Hou, Hongzhi Wang

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Duo ChenState Key Laboratory of Advanced Fiber Materials, College of Materials Science and Engineering, Donghua University, Shanghai, China.
Xubin ZhuState Key Laboratory of Advanced Fiber Materials, College of Materials Science and Engineering, Donghua University, Shanghai, China.
Minwei ZhangCollege of Smart Agriculture, Xinjiang University, Urumqi, China.
Kerui LiState Key Laboratory of Advanced Fiber Materials, College of Materials Science and Engineering, Donghua University, Shanghai, China.
Qinghong ZhangEngineering Research Center of Advanced Glasses Manufacturing Technology, Ministry of Education, Donghua University, Shanghai, China.
Yaogang LiEngineering Research Center of Advanced Glasses Manufacturing Technology, Ministry of Education, Donghua University, Shanghai, China.
Chengyi HouState Key Laboratory of Advanced Fiber Materials, College of Materials Science and Engineering, Donghua University, Shanghai, China.
Hongzhi WangState Key Laboratory of Advanced Fiber Materials, College of Materials Science and Engineering, Donghua University, Shanghai, China.ORCID https://orcid.org/0000-0002-5469-2327

Funding

DHU Distinguished Young Professor Program LZA2023001Scientific Research Innovation Capability Support Project for Young Faculty ZYGXQNJSKYCXNLZCXM-M5
6 · The paper itself

Abstract

Global water scarcity severely restricts the sustainability of agricultural production, as conventional flood irrigation technologies exhibit low water use efficiency and insufficient flow regulation precision. Smart agriculture systems, which rely on Internet of Things (IoT) and control algorithms to establish closed-loop irrigation frameworks, critically require intelligent fluidic actuators with rapid response, precise positioning, and broad-range flow modulation capabilities. Here, we introduce a low-power and high-efficiency flexible electromagnetic actuator developed through a multi-scale collaborative design of "magnetic materials-flexible structures-environmental interaction" based on an electromagnetically driven mechanism. The actuator employs low drive current and frequency modulation technology to achieve low-power precision regulation of magnetic field strength, thereby enabling wide-range and high-precision flow control (0.05-5.8 mL/min). When applied to drip irrigation systems, it enables a refined, demand-based water supply according to plants' real-time water requirements, with water consumption lower than that of traditional flood irrigation. This not only enhances water resource utilization efficiency but also creates an optimal moisture environment for crop growth, thereby promoting their development. It provides a viable technical pathway with economic and environmental benefits for alleviating global agricultural water scarcity pressures and advancing smart agriculture.

Indexed as

flexible electromagnetic actuatorlow‐power actuationprecision agriculturewater‐efficient irrigation

Identifiers

PMID41560699
PMCPMC13042495

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.