新型
中華民國
106217144
M 561876
智慧型農業及環境管理系統
國立交通大學
2018/06/11
AgriTalk科技智慧農業系統結合IoT、農業A.I.以及生物製劑三大系統,其中農業A.I.包含土壤菌相與肥力預測、病害預測及蟲害預測三項預測系統。透過團隊AgriTalk平台可有效管理農地生產作物品質的控管。 i) AgriTalk 管理平台: 利用本管理平台串聯農場的感測設備、各控制設備,為農場管理進行農業3.0自動化升級及農業4.0智慧化AI升級。平台優勢包含:提供感測設備實地校正的功能以確保農場數據精準、提供AI線上學習以提升AI客製化建立效率、提供即時監控農場的功能達到自動化管理。 ii) 農業A.I.預測系統 (智慧施肥系統、病蟲害系統): 智慧施肥系統將土壤菌相及施肥的管理建立模型達到菌相趨勢的預測,提供農場管理上施肥決策輔助,確保作物獲得充足養分的同時,土壤保持健康狀態。病蟲害預測系統,透過導入生物病蟲害生物知識、transfer learning技術,將天氣預測數值作為建模的重要輸入數值,高效率建立出不同種類的病蟲害預測系統,於病蟲害爆發前提前預警農場管理者。 iii) 農用生物製劑: 透過生物資訊篩選出自然界中的胜肽蛋白,利用生物科技發酵技術量產,擁有高病蟲害專一性、對人體及授粉者無害、環境低負擔的優勢。 By integrating the technology from IoT, A.I. and bio-technology, AgriTalk provides a total solution for green and smart agricultural system. The solution including from monitoring, A.I. analyzes, bio-reagent providing. In A.I. analyzes, the team can customize soil microbiome prediction system, pests and diseases eruption prediction system for specific lands and crops. With AgriTalk solution, the farm management will be more systematic and the decision making can be more precise to achieve a more sustainable agriculture. i) AgriTalk smart agricultural management platform: By integrating the sensors, control modules, devices in farm, AgriTalk provides upgrade of automatic and AI intelligent system in farms. The advantages of AgriTalk platform including: on-site calibration of sensors to ensure correct data collecting, provide AI online learning to increase the efficiency of AI developing, remote monitoring and automatic controlling of farm. ii) Agricultural AI System: AgriTalk build model that define the relationship of soil microbiome and soil fertility to predict the soil microbiome distribution and soil fertility. With this smart fertilizing system, AgriTalk able to assist farmers in fertilizing decision to ensure sufficient nutrients for plants and maintain soil healthy. Besides, AgriTalk provides customizable pests and diseases prediction system with biological domain know-how, transfer learning technology and weather forecast data to predict the agricultural disaster occurrence timing. iii) Bio-reagents: The bio-reagents that are developed by AgriTalk originated from the Nature and have the following advantages, including: target pests specifically, harmless to human and pollinators, environmental friendly.
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