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Safety & Community Implications of AI in Agriculture · LearnSpace
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Safety & Community Implications of AI in Agriculture

Курс от University of Illinois Urbana-Champaign
Средний≈ 13.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

The agriculture industry is on the verge of a digital revolution that will transform various farming practices, from land preparation to harvesting and pest control. This revolution includes the use of advanced machinery like driverless tractors and harvesters, as well as automated systems for milking and feeding livestock. The ongoing technological advancements and integration of automation have the potential to profoundly affect both the economic and social aspects of rural communities. This includes the creation of new jobs and the displacement of traditional production roles. While automation and robotics hold promise in addressing sustainability challenges, their impact on the agricultural workforce remains uncertain. The interaction between humans and robots in agriculture gives rise to concerns about occupational safety and health that require attention for the well-being of the workforce.

Навыки, которые вы освоите

AutomationArtificial IntelligenceResponsible AIHazard AnalysisInjury PreventionRisk Management FrameworkLaw, Regulation, and ComplianceTechnical StandardEmerging TechnologiesOccupational Safety and Health Administration (OSHA)Sustainability StandardsSocioeconomicsSafety StandardsData CollectionData EthicsAccident PreventionSocial SciencesMitigation

Программа курса

4 модулей · 68 учебных материалов

01Course Orientation & Introduction to Agricultural Safety17 материалов

Course Orientation

Course IntroductionВидеоMeet Your Instructor: Dr. Salah IssaВидеоSyllabusЧтениеUniversity of Illinois' ACES Online ProgramsЧтение

Characteristics of Agriculture

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Salah Issa

Преподаватель курса

Safety & Community Implications of AI in Agriculture
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Обучение на Coursera

≈ 13.5 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Испанский, Японский

Часть программы вашего университета
Module 1 IntroductionВидео
Introduction to Agricultural SafetyВидео
Characteristics of AgricultureВидео
History of Agricultural SafetyВидео
Ag Safety TodayВидео
Research Study on Agricultural Incidents Over TimeЧтение

Autonomous Agriculture & Safety

Lesson 1.2 ObjectivesВидеоOverview of Autonomy for AgricultureВидеоResearch on Environmental PerceptionВидеоResearch on Risk Assessment & ErgonomicsВидеоLesson 1.2 Key TakeawaysВидеоLiterature Review on Safety of Automated Ag. MachineriesЧтение

Module 1: Wrap-up

Module 1: Knowledge CheckЗадание
02Risk Assessment Techniques for Autonomous Ag Equipment17 материалов

Risk Assessment & Hazard Analysis

Module 2: IntroductionВидеоLesson 2.1 ObjectivesВидеоPurpose of Risk AssessmentВидеоRisk Assessment MethodsВидеоFailure Mode and Effects AnalysisВидеоOther Quantitative Methods: HARA, Monte Carlo, & HAZWOPВидеоFailure Path Risk Assessment MethodsВидеоLesson 2.1 TakeawaysВидеоEngineering Safety in Emerging Agricultural MachineryЧтение

Risk Assessment for Autonomous Machinery

Lesson 2.2 ObjectivesВидеоResearch MethodologyВидеоConclusions: Use & Effectiveness of Risk Assessment MethodsВидеоRisk Assessment: Advantages and LimitationsВидеоImproving Risk Assessment in Ag Autonomous Machinery ВидеоLesson 2.2 TakeawaysВидео

Module 2: Wrap-Up

Module 2: Knowledge CheckЗадание
03Standards for Autonomy in Agriculture16 материалов

Standards for Autonomy in Agriculture

Module 3 IntroductionВидеоLesson 3.1 ObjectivesВидеоEngineering StandardsВидеоISO 18497ВидеоISO 25119ВидеоISO 12100ВидеоOther Applicable StandardsВидеоLesson 3.1 TakeawaysВидеоRisk Assessment Standards: Needs & RecommendationsЧтение

Case Study of a Standard App for Ag Machinery

Learning ObjectivesВидеоOverview of Case StudyВидеоCase Study: ISO 18497ВидеоCase Study: ISO 12100ВидеоTake AwaysВидеоEvaluating Risk Assessment Standards on a Small Autonomous Ag. MachineЧтение

Module 3: Wrap-Up

Module 3: Knowledge CheckЗадание
04Social Implications & Ethics18 материалов

How will AI impact Agricultural Safety

Module 4 IntroductionВидеоEvolution of Autonomy in Agriculture and the Importance of SafetyВидеоAI in Agriculture: Safety ConcernsВидеоAI in Agriculture: Social ImplicationsВидеоAI in Agriculture: Human FactorsВидеоCurrent Issues in AI Safety in AgricultureВидеоIdentifying Key Areas for Agricultural Safety ResearchЧтение

Data Use & Ethics

Lesson 4.2 ObjectivesВидеоWhat is AI and How can it go Wrong? ВидеоPrivacy and Surveillance ConcernsВидеоBias & Discrimination: Part OneВидеоBias & Discrimination Part TwoВидеоOther Ethical ConsiderationsВидео

Module 4: Wrap-Up

Module 4: Knowledge CheckЗадание

Course Summary

Course SummaryВидеоFinal AssessmentЗаданиеCongratulations & Getting Your CertificateЧтение
Survey on Limitations of Risk Assessments for Autonomous Ag. MachineryЧтение
Case Study: California Objects to Autonomous Ag. Equipment on the FieldЧтение