Artificial Intelligence Review, Год журнала: 2022, Номер 56(5), С. 4077 - 4112
Опубликована: Сен. 19, 2022
Язык: Английский
Computers and Electronics in Agriculture, Год журнала: 2023, Номер 216, С. 108503 - 108503
Опубликована: Дек. 10, 2023
Commercial insect production is a relatively new field that has gained traction in recent years due to its potential as sustainable source of protein. Despite promising future, the industry still infancy, and there much room for improvement terms efficiency. To achieve this, it essential implement advanced technologies can aid process management. Recent progress fields such computer vision (CV) machine learning opened up numerous possibilities within rearing, encompassing automatic detection, identification, classification, well monitoring tracking. These applications find relevance automating processes, ensuring product quality environmental control. The primary objective this article highlight CV deep (DL) domain food feed. It provides an in-depth overview key developments domain, shedding light on both challenges opportunities. also presents various systems, accompanied by real-world examples advancements, including integration learning. In conclusion, underscores substantial enhance efficiency productivity while identifying areas warrant further research advance sector.
Язык: Английский
Процитировано
19
Journal of Environmental Management, Год журнала: 2024, Номер 364, С. 121439 - 121439
Опубликована: Июнь 12, 2024
Язык: Английский
Процитировано
6
IEEE Access, Год журнала: 2023, Номер 11, С. 69241 - 69251
Опубликована: Янв. 1, 2023
Hydroponics is a farming method that saves both space and land. Hydroponic plants should consider pH, nutrition, regulated water, illuminance. The two latter can be conducted using pumps LEDs, respectively; therefore, electrical energy required. This research investigated hydroponics consumption concerns in prototype design, implementation, testing, analysis based on fuzzy logic the Internet of Things (IoT). It employed BH1750, SEN0244 TDS, PH-4502C, ACS712, 170640 sensors for temperature, illuminance, electric current, voltage sensing, respectively. control parts were an Arduino Mega 2560 microcontroller board, ESP8266 NodeMCU, DS3231 RTC, output growing light LCD, DC peristaltic pumps. Some swamp cabbage plant samples three comparative prototypes: fuzzy-based, scheduled-based, natural methods. testing was 36 days. results showed typical difference between fuzzy-based methods 1.75 cm (26.3%), scheduled-based 1.28 (22.8%). Furthermore, growth rates 0.50 cm/day, 0.44 0.32 cm/day methods, Moreover, comparison, consumed saving with against 49.11 Wh (4.75%), 49.02 or 48.99 (4.74%), ordinary, Simpson's composite rule, trapezoidal rule computation usage undoubtedly increased plant's height rate, lower than method.
Язык: Английский
Процитировано
11
Technological Forecasting and Social Change, Год журнала: 2023, Номер 198, С. 122969 - 122969
Опубликована: Ноя. 15, 2023
Язык: Английский
Процитировано
11
Aquaculture Nutrition, Год журнала: 2025, Номер 2025(1)
Опубликована: Янв. 1, 2025
Aquaculture plays a critical role in global food security, with Nile tilapia ( Oreochromis niloticus ) recognized for its adaptability and robust growth. However, traditional feeds, heavily reliant on fishmeal (FM) soybean meal, face economic environmental challenges. In response, black soldier fly larvae meal (BSFLM) has emerged as promising, nutrient‐dense alternative. This review synthesizes existing literature BSFLM’s nutritional profile suitability diets, while acknowledging that the data come from diverse independent studies conducted under varying conditions husbandry practices. BSFLM consistently provides high‐quality protein (29.9%–48.2%), aligning tilapia’s requirements, is rich essential minerals fatty acids. While lipid content (25.69%–28.43%) may require processing adjustments, overall supports health Trends case suggest certain systems, such hapas placed ponds, have reported favorable growth feed conversion efficiencies at 50% FM replacement levels. these findings cannot be directly compared across all due to differences methodologies, culture conditions, inclusion rates. Instead, they collectively indicate can effectively replace sources enhance sustainability. As research production scale up, careful consideration of context, system design, formulations will essential. Collaborative efforts among researchers, industry, policymakers further refine use BSFLM, ultimately advancing sustainability aquaculture.
Язык: Английский
Процитировано
0
Elsevier eBooks, Год журнала: 2025, Номер unknown
Опубликована: Янв. 1, 2025
Язык: Английский
Процитировано
0
ACS Omega, Год журнала: 2025, Номер 10(9), С. 9381 - 9389
Опубликована: Фев. 26, 2025
With the rapid development of Internet Things (IoT) and 5G technology, there has been a considerable increase in demand for self-powered flexible sensors. However, existing solutions frequently prove inadequate regarding flexibility, energy efficiency, accuracy with which gestures can be recognized, particularly noncontact operation scenarios. As result, is need innovative developments sensor technology. This study proposes an artificial intelligence-based gesture recognition system comprising triboelectric ring, Arduino signal processing module, deep learning module. Our approach enables direct reading signals by through integrated circuits, thereby maintaining output voltage within input range commonly used microcontrollers. The integration technology sophisticated methodologies, notably utilization one-dimensional convolutional neural network (CNN), enabled that exhibits rate exceeding 95% 12 distinct gestures. demonstrates prospective utility sensors realms recognition, wearable human–machine interaction.
Язык: Английский
Процитировано
0
CyTA - Journal of Food, Год журнала: 2025, Номер 23(1)
Опубликована: Март 25, 2025
Язык: Английский
Процитировано
0
Comprehensive Reviews in Food Science and Food Safety, Год журнала: 2025, Номер 24(3)
Опубликована: Апрель 4, 2025
Food waste causes significant environmental and economic challenges worldwide, prompting many nations to prioritize its reduction recycling. As a nutrient-rich material containing vitamins, proteins, carbohydrates, it serves as promising substrate for the cultivation of single-cell microorganisms like yeast. Yeast cell wall polysaccharides (YCWPs), particularly chitin β-glucans, offer valuable applications in food, pharmaceuticals, bioprocessing. This review highlights biosynthesis, production, extraction, purification YCWP cultivated on food substrates. Key species including Saccharomyces cerevisiae, Pichia pastoris, Candida spp. are discussed, with focus optimizing β-glucan yield through mechanical, chemical, enzymatic extraction methods. In addition, structural functional properties β-glucans maintaining stability explored, emphasizing their potential prebiotics, dietary fibers, biodegradable packaging materials. also examines valorization yeast cultivation, presenting sustainable bioprocessing strategy transforming into bioproducts.
Язык: Английский
Процитировано
0
International Journal of Agricultural Sustainability, Год журнала: 2023, Номер 21(1)
Опубликована: Окт. 27, 2023
Climate change and public health emergencies have severely threatened world food security. In response, the Chinese government has actively promoted sustainable agricultural practices (SAPs) emphasized importance of integrated packages to enhance development high-quality agriculture. However, due information failure, farmers' adoption rate SAPs is still very low. Meanwhile, internet use can effectively reduce cost barriers catalyze farmers promote joint SAPs. This paper aims theoretically elucidate logic how impacts Empirical analysis based on data from 844 rice in southern China reveals that significantly SAPs, behaviours are complementary across multiple technologies. Furthermore, group with more farmlands or those receiving subsidies inclined adopt jointly. These findings suggest developing countries should prioritize investment rural infrastructure facilitate through use. The moderate scale farmland usage targeted subsidy policies further effectiveness ICT-based
Язык: Английский
Процитировано
9