Automation of commercial wild blueberry harvester to improve harvestable berry yield and minimize operator stress
商业野生蓝莓收割机的自动化可提高可收浆果产量并最大限度地减少操作员压力
基本信息
- 批准号:490632-2015
- 负责人:
- 金额:$ 9.65万
- 依托单位:
- 依托单位国家:加拿大
- 项目类别:Collaborative Research and Development Grants
- 财政年份:2020
- 资助国家:加拿大
- 起止时间:2020-01-01 至 2021-12-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
The wild blueberry industry is facing increased harvesting losses (15 to 25%), caused by substantial variation in crop parameters (plant height, plant density, fruit zone), field conditions (rocks, slope, bare spots, weeds) and fruit yield. Currently, the harvester operator has to frequently adjust machine settings (head height, ground speed, header rpm) manually, based on his/her judgment, according to the variation in crop/field conditions, and fruit yield to reduce fruit loss. The unique features of the wild blueberry cropping system as compared to other closed canopy crops emphasize the need for the development of automated systems to increase harvester and operator efficiency in order to improve berry yield and quality. The overall goal of the proposed research initiative is to develop a cost-effective sensing and control system to automate blueberry harvester to increase harvestable yield and decrease operator stress. Wild blueberry growers set a goal to increase harvestable yield
by 33% in the next five years. To achieve this milestone, the technology based products and processes envisioned include; (i) develop an innovative technology to sense plant height, ground/rock and fruit yields in real-time during harvesting; (ii) develop a computerized automated control system to facilitate on -the- go decision making regarding head height, ground speed and head rpm during harvesting; (iii) compare automated harvester with traditional harvester to improve berry picking efficiency; and (iv) replacement of non-automated harvester with innovative automated harvester. This proposal is part of a multi¬disciplinary research effort at Dalhousie University in collaboration with Doug Bragg Enterprises, Collingwood, Nova Scotia. This collaboration between industry and scientists was initiated to develop innovative and viable technologies that will enhance harvestable yield, assist with stabilization of yields over time, and increase farm profitability and ultimately lead to a more sustainable wild blueberry industry in Canada. Increased harvesting efficiency (say 5% only) with no additional expense would contribute $5.5 million to the NS economy and $31 million to Atlantic Provinces and Quebec every year.
由于作物参数(株高、株密度、果区)、田间条件(岩石、斜坡、光斑、杂草)和果实产量的巨大变化,野生蓝莓产业正面临着日益增加的收获损失(15%至25%)。目前,收割机操作员必须根据作物/田间条件和果实产量的变化,根据自己的判断,频繁地手动调整机器设置(抽头高度、地面速度、抽头转速),以减少果实损失。与其他封闭冠层作物相比,野生蓝莓种植系统的独特特点强调了开发自动化系统的必要性,以提高收割机和操作人员的效率,从而提高浆果的产量和质量。拟议研究计划的总体目标是开发一种具有成本效益的传感和控制系统,使蓝莓收获机自动化,以提高可收获产量并减少操作人员的压力。野生蓝莓种植者设定了提高可收获产量的目标
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Esau, Travis其他文献
Machine vision smart sprayer for spot-application of agrochemical in wild blueberry fields
- DOI:
10.1007/s11119-017-9557-y - 发表时间:
2018-08-01 - 期刊:
- 影响因子:6.2
- 作者:
Esau, Travis;Zaman, Qamar;Chang, Young - 通讯作者:
Chang, Young
Groundwater Estimation from Major Physical Hydrology Components Using Artificial Neural Networks and Deep Learning
- DOI:
10.3390/w12010005 - 发表时间:
2020-01-01 - 期刊:
- 影响因子:3.4
- 作者:
Afzaal, Hassan;Farooque, Aitazaz A.;Esau, Travis - 通讯作者:
Esau, Travis
Computation of Evapotranspiration with Artificial Intelligence for Precision Water Resource Management
- DOI:
10.3390/app10051621 - 发表时间:
2020-03-01 - 期刊:
- 影响因子:2.7
- 作者:
Afzaal, Hassan;Farooque, Aitazaz A.;Esau, Travis - 通讯作者:
Esau, Travis
Precision Irrigation Strategies for Sustainable Water Budgeting of Potato Crop in Prince Edward Island
- DOI:
10.3390/su12062419 - 发表时间:
2020-03-02 - 期刊:
- 影响因子:3.9
- 作者:
Afzaal, Hassan;Farooque, Aitazaz A.;Esau, Travis - 通讯作者:
Esau, Travis
Esau, Travis的其他文献
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{{ truncateString('Esau, Travis', 18)}}的其他基金
Design and Development of Mechanized Systems to Increase Farm Efficiency, Create Farm Traceability and Monitor True Cost of Production: A Pathway to Digital Agriculture
设计和开发机械化系统以提高农场效率、创建农场可追溯性并监控真实生产成本:数字农业之路
- 批准号:
RGPIN-2019-06295 - 财政年份:2022
- 资助金额:
$ 9.65万 - 项目类别:
Discovery Grants Program - Individual
Design and Development of Mechanized Systems to Increase Farm Efficiency, Create Farm Traceability and Monitor True Cost of Production: A Pathway to Digital Agriculture
设计和开发机械化系统以提高农场效率、创建农场可追溯性并监控真实生产成本:数字农业之路
- 批准号:
RGPIN-2019-06295 - 财政年份:2021
- 资助金额:
$ 9.65万 - 项目类别:
Discovery Grants Program - Individual
Design and Development of Mechanized Systems to Increase Farm Efficiency, Create Farm Traceability and Monitor True Cost of Production: A Pathway to Digital Agriculture
设计和开发机械化系统以提高农场效率、创建农场可追溯性并监控真实生产成本:数字农业之路
- 批准号:
RGPIN-2019-06295 - 财政年份:2020
- 资助金额:
$ 9.65万 - 项目类别:
Discovery Grants Program - Individual
Automation of commercial wild blueberry harvester to improve harvestable berry yield and minimize operator stress
商业野生蓝莓收割机的自动化可提高可收浆果产量并最大限度地减少操作员压力
- 批准号:
490632-2015 - 财政年份:2019
- 资助金额:
$ 9.65万 - 项目类别:
Collaborative Research and Development Grants
Design and Development of Mechanized Systems to Increase Farm Efficiency, Create Farm Traceability and Monitor True Cost of Production: A Pathway to Digital Agriculture
设计和开发机械化系统以提高农场效率、创建农场可追溯性并监控真实生产成本:数字农业之路
- 批准号:
RGPIN-2019-06295 - 财政年份:2019
- 资助金额:
$ 9.65万 - 项目类别:
Discovery Grants Program - Individual
Design and Development of Mechanized Systems to Increase Farm Efficiency, Create Farm Traceability and Monitor True Cost of Production: A Pathway to Digital Agriculture
设计和开发机械化系统以提高农场效率、创建农场可追溯性并监控真实生产成本:数字农业之路
- 批准号:
DGECR-2019-00114 - 财政年份:2019
- 资助金额:
$ 9.65万 - 项目类别:
Discovery Launch Supplement
Development of a commercial prototype variable rate sprayer for spot-application of agrochemical in wild blueberry fields
开发用于野生蓝莓田点施农用化学品的商业原型可变流量喷雾器
- 批准号:
435859-2012 - 财政年份:2015
- 资助金额:
$ 9.65万 - 项目类别:
Industrial Postgraduate Scholarships
Development of a commercial prototype variable rate sprayer for spot-application of agrochemical in wild blueberry fields
开发用于野生蓝莓田点施农用化学品的商业原型可变流量喷雾器
- 批准号:
435859-2012 - 财政年份:2014
- 资助金额:
$ 9.65万 - 项目类别:
Industrial Postgraduate Scholarships
Development of a commercial prototype variable rate sprayer for spot-application of agrochemical in wild blueberry fields
开发用于野生蓝莓田点施农用化学品的商业原型可变流量喷雾器
- 批准号:
435859-2012 - 财政年份:2013
- 资助金额:
$ 9.65万 - 项目类别:
Industrial Postgraduate Scholarships
Development of a commercial prototype variable rate sprayer for spot-application of agrochemical in wild blueberry fields
开发用于野生蓝莓田点施农用化学品的商业原型可变流量喷雾器
- 批准号:
435859-2012 - 财政年份:2012
- 资助金额:
$ 9.65万 - 项目类别:
Industrial Postgraduate Scholarships
相似国自然基金
低辐射空间环境下商用多核处理器层次化软件容错技术研究
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Automation of commercial wild blueberry harvester to improve harvestable berry yield and minimize operator stress
商业野生蓝莓收割机的自动化可提高可收浆果产量并最大限度地减少操作员压力
- 批准号:
490632-2015 - 财政年份:2019
- 资助金额:
$ 9.65万 - 项目类别:
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商业野生蓝莓收割机的自动化可提高可收浆果产量并最大限度地减少操作员压力
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