# Calibration of discrete element parameters for spinach seeds and optimization of seed-metering device design

**Authors:** Jiaxing Qing, Xusheng Gong, Xuan Cai, Weijie Tan, Hanzhou Hao, Xinyi Liang, Zi’ang Gao, Chao He

PMC · DOI: 10.1038/s41598-025-34245-3 · 2025-12-30

## TL;DR

This study improves spinach seed planting by creating a simulation model and optimizing a seed-metering device to accurately place two seeds per hole.

## Contribution

A novel method for calibrating discrete element parameters and optimizing seed-metering device design for spinach seeds is proposed.

## Key findings

- Calibrated contact parameters for spinach seeds and PVC plate interactions were determined using simulation and physical tests.
- Optimized seed-metering hole dimensions achieved a 92.23% qualified seeding rate at 10 r/min.
- The device design meets agronomic requirements for precise spinach seed planting.

## Abstract

Due to the lack of an exact simulation model for spinach seeds, existing seed-metering devices exhibit poor seeding performance and struggle to achieve precise seeding of two seeds per seed-metering hole. This study proposes a method for calibrating discrete element parameters of spinach seeds and develops a seed-metering device with rectangular seed-metering holes tailored to the two-seeds-per-hole requirement. Firstly, a spinach seed discrete element model was constructed. Based on the Box-Behnken Design experimental scheme, simulations of angle of repose and fluidity, combined with physical of angle of repose (38.27°) and physical mass flow rate (18.60 g/s), were used to calibrate contact parameters: (1) between spinach seed models (coefficient of restitution: 0.385; coefficient of static friction: 0.481; coefficient of rolling friction: 0.042); and (2) between seed models and PVC plate (coefficient of restitution: 0.339; coefficient of static friction: 0.600; coefficient of rolling friction: 0.408). Subsequently, simulated and physical bulk density tests were conducted to verify the validity of the established spinach seed model. Guided by the agronomic requirements for spinach seed planting, the range of dimensional parameters for the seed-metering holes was defined. Using the Box-Behnken Design, simulated seeding tests were performed to optimize the device’s structural parameters (hole depth, hole length, hole width, and seed-filling angle), resulting in optimal values of 2.52 mm, 3.67 mm, 5.15 mm, and 37.99°, respectively. Finally, physical seeding tests were conducted, achieving a qualified seeding rate of 92.23% at a seeding speed of 10 r/min. These results confirm the design accuracy and high operational efficiency of the device. This study lays a foundation for the overall design of future spinach planters.

## Linked entities

- **Species:** Spinacia oleracea (taxon 3562)

## Full-text entities

- **Species:** Spinacia oleracea (spinach, species) [taxon 3562]

## Figures

19 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12858896/full.md

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Source: https://tomesphere.com/paper/PMC12858896