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【2020 Solutions】 AI cold chain transportation chain breakage warning system significantly reduces the loss of goods due to temperature loss

Farmers work hard in the fields to produce the freshest, nutritious and delicious crops. Without a good cold chain transportation system, not only will farmers’ hard work go to waste, but agricultural enterprises will also suffer losses due to temperature loss and damage to refrigerated goods. Loss has also become a major pain point. The AI ​​cold chain transportation chain break warning system can help reduce costs and improve the efficiency of fruit and vegetable transportation and preservation.

Zhongtian Technology, founded in 2017, is committed to using Internet of Things technology to develop smart agriculture. In addition to winning many awards such as the Smart City Innovation Application Award, it has also assisted private institutions such as Xingnong Group and the Agricultural Experimental Institute in the construction of Smart agricultural software and hardware equipment.

Monitoring temperature throughout the cold chain must rely on AI technology to assist

Chen Zhiming, chief consultant of Zhongtian Technology and a professor at the School of Information at Lingdong University of Science and Technology, said that Xingnong Group, which has more than 200 fertilizer supply centers across the country, and its Yumei Research Company have the most high-end greenhouses in Taiwan, and its products include crops such as beef tomatoes. , supplying Formosa Steaks, McDonald's, COSTCO and five-star hotels, etc. Yumei Research itself has 3 refrigerated trucks and 12 refrigerated rooms. However, the transportation of vegetables, fruits, fresh food and other food needs to be kept in a low-temperature environment. The ambient temperature, humidity, carbon dioxide, position, and opening and closing of the transportation box during transportation need to be monitored in real time for owners to ensure Understanding whether the quality of refrigerated food storage and transportation is affected by temperature changes cannot be done through human monitoring and must rely on the assistance of AI technology.

▲Agriculture 4.0 simple APP operation interface

At present, the general practice of cold chain equipment manufacturers is to place wireless temperature recording devices in refrigerated goods and transport them together to record whether the quality is affected by temperature changes during the entire transport process. A small number of refrigerated trucks also use 4G networks to transmit The temperature information of the refrigerated space in the vehicle provides monitoring of temperature changes in the cold chain during movement.

However, the above two methods can only know whether the quality of the product is affected by temperature changes at the final arrival time, and cannot provide analysis and early warning for various conditions that may occur during product storage and transportation to ensure refrigeration. Quality assurance and instant feedback of information during product delivery.

information.

ICT/IoT technology in agriculture Schematic diagram of cooperation

▲Schematic diagram of cooperation between ICT/IoT technology in agriculture

Once the cargo status is abnormal or is about to occur, the AI ​​system can immediately execute warning notifications, which can reduce the loss of broken links caused by environmental changes. The overall cold chain monitoring scope extends from logistics and transportation to unloading, transshipment and storage, thereby building a complete cold chain monitoring system.

AI technology is introduced into the cold chain system, reducing product damage rate by 75%

Chen Zhiming said that after the system is established, the proportion of refrigerated goods that are damaged due to temperature changes can be reduced by 75%. At the same time, through AI intelligent judgment and statistical analysis algorithms, real-time information on each storage space, delivery vehicle and even pallets can be provided. Usage status, it can provide intelligent scheduling and data analysis to increase the utilization rate of the overall cold chain system by 20%, which is a good result.

Taiwan Fengkang Supermarket, owned by Yumei Research Company, has 48 stores north of Hsinchu in the province, with a wide range of products and 100 refrigerated trucks. It is currently being planned by Guoxing Information, hoping to break the AI ​​​​cold chain transportation chain. The early warning system has been introduced into Fengkang supermarkets across the province, allowing consumers in metropolitan areas to enjoy better quality refrigerated fresh fruits, vegetables and food.

In addition to the AI ​​​​cold chain transportation chain breakage warning system that solves the problem of freshness throughout the entire process "from the production area to the supermarket", agricultural enterprises also have a pain point. In order to save electricity during the transportation process, outsourcing manufacturers may turn off the air conditioners on the vehicles. In other words, during the 2-4 hour transportation process, the air conditioner may be turned on in the first half hour and the second half hour, and may be without air conditioning at other times. In this situation, a Bluetooth data collector can also be installed in the pallet. Temperature data is collected every five minutes to ensure that the goods are kept fresh throughout the transportation process.

Refrigerating temperature trend changes

▲Changes in refrigerated temperature trends

Greenhouse temperature and humidity change trend chart

▲Greenhouse temperature and humidity change trend chart

Chen Zhiming said that Xingnong Group is Taiwan's leading agricultural enterprise. Its subsidiary Guoxing Information can build a powerful AI expert system through knowledge in the agricultural field. From greenhouses, logistics vehicles, warehouses, sub-warehouses to supermarkets, it can collect and collect data throughout the entire process. Get refrigerated truck information. For ordinary small farmers, resources are not abundant. In the future, Zhongtian Technology will cooperate with Chunghwa Telecom to provide mobile APP promotion for a monthly fee to assist farmers in real-time monitoring of the environmental temperature, humidity, and wind speed required for planting. Information such as direction, sunshine and rainfall can be used to facilitate farmers to respond early, and multiple fields can be controlled at the same time, which will greatly reduce the need for manpower and achieve the purpose of smart planting.

Chief Executive of Zhongtian Technology Consultant Chen Zhiming

▲Chen Zhiming, Chief Consultant of Zhongtian Technology

「Translated content is generated by ChatGPT and is for reference only. Translation date:2024-05-19」

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【解決案例】神經元科技 動鑑觀顫 以眼為始 最佳智慧醫療輔助者
Neuron Technology, moving and observing, starting with the eyes, the best smart medical assistant

Looking around the world and in Taiwan, the number of patients suffering from vertigo is increasing year by year When faced with vertigo testing, most people will choose to have it diagnosed by a doctor or hospitalized with neuromedical imaging tools such as MRI or CT for interpretation However, this may lead to misdiagnosis of vertigo, overdiagnosis of patients, waste of medical resources, etc, and cannot be effectively traced back The actual condition of the patient's dizziness In order to solve the long-term clinical pain point of vertigo, Neurobit has developed a smart wearable medical device - NeuroSpeed smart glasses and an AI assistance system It provides an AI smart solution for rapid screening of vertigo, assisting doctors in quickly screening more than 80 of brain diseases Efficient detection power with accuracy and sensitivity of over 90 Neuron Technology was founded in 2016 The co-founders include Yang Juncheng, Chen Weicheng, Huang Jinxun and Wang Jingfu The four of them were studying at the National Taiwan University Medical Engineering Institute and the Creative Entrepreneurship Program to jointly offer the "Biomedical Innovation and Commercialization" course Next, let’s embark on the entrepreneurial journey together The core team members of Neuron Technology are mainly composed of cross-field experts in medical engineering, information technology, neurology, patents, business, etc The common entrepreneurial concept is to continuously explore and explore unsolved pain points in medical clinical practice Seeing that patients were suffering from vertigo, Neuron Technology invented and independently developed an efficient and practical wearable smart medical device, NeuroSpeed Smart Glasses, which combines hardware AI-assisted decision-making system software to provide an AI smart solution for rapid dizziness screening Neuron Technology CEO Yang Juncheng said that the proportion of people in Taiwan and the world who suffer from vertigo is very high In Taiwan, as many as 3 of the people about 700,000 suffer from vertigo, while in the United States, about 1,000 people suffer from vertigo Tens of thousands of people go to see a doctor due to vertigo From the data, it can be seen that the vertigo medical care market is quite huge Regarding rapid screening for vertigo diagnosis in the clinic, current rapid screening tools in hospitals mainly use neurological examinations, and most of them are processed through questionnaire-type scales The diagnosis will rely too much on the patient's chief complaint and the doctor's experience judgment, and lacks quantitative indicators, resulting in Misdiagnosis of vertigo and loss of golden treatment time For patients with vertigo who are admitted to the emergency department, medical diagnosis in the past relied heavily on neuromedical imaging tools such as computed tomography CT or magnetic resonance imaging MRI After observation, it was found that the equipment was insufficient In the United States, the number of patients admitted to the emergency department Less than 3 of the population can receive immediate MRI diagnosis, and less than 50 can receive CT diagnosis However, excessive use of CT or MRI diagnosis may lead to overdiagnosis and treatment of patients, and even waste of medical resources In order to help vertigo patients accurately and efficiently screen and triage and reduce over-diagnosis in clinics and emergency rooms, NeuroSpeed Smart Glasses, a wearable smart medical device developed by Neuron Technology, is believed to have a great impact on the overall application of medical resources and patient diagnosis and treatment It is very helpful Yang Juncheng said that if it is not necessary to use MRI to track the diagnosis, this device can be used as a rapid screening test before the existing MRI neuroimaging tools and after the patient is admitted to the hospital, reducing over-diagnosis of patients NeuroSpeed's examination method is to quickly screen for nystagmus to identify patients with potential brain diseases The examination method of this technology is to observe the trembling state of the eyes and a series of eye movements when the subject is staring at a stationary object, so as to judge Brain risks for appropriate diagnosis and treatment NeuroSPeed smart glasses can crack brain and eye diseases, clinical trial sensitivity reaches 90 With the active research and development of Neuron Technology, two generations of NeuroSpeed smart glasses have been successfully launched The first generation NeuroSpeed mainly provides doctors with real-time observation of high-quality eye images and eye movement response-related examination data reference, and does not provide auxiliary diagnosis services The second generation of NeuroSpeed allows physicians to record, track, store and view relevant eye movement analysis and pupil area identification, thereby effectively diagnosing diseases of the central, meridian and peripheral nervous systems Because the second-generation NeuroSpeed product has the function of assisting doctors in analysis and diagnosis, it has been classified as a Class II medical device in the United States and must be certified by the US FDA before it can be sold externally At this stage, this product has completed pre-submission and will be submitted for review after the biocompatibility test is completed It is expected that the second generation NeuroSpeed will successfully obtain US FDA certification next year In terms of actual verification fields, NeuroSpeed has currently cooperated with New Taipei Shuanghe Hospital and Taichung Tzu Chi Hospital for clinical verification Its clinical results have confirmed the classification judgment of central nervous system diseases such as stroke and other vestibular system diseases With the addition of NeuroSpeed Smart glasses are designed to be lightweight and easy to carry, detect quickly and easily, and have the functional characteristics of automatic interpretation They can effectively assist doctors in quickly screening for potential brain disease risks in patients with vertigo Field verification with foreign medical centers mainly involves vertigo patients admitted to the emergency department Physicians can use NeuroSpeed smart devices to interpret the phenomenon of stroke diagnosis Currently, the accuracy of clinical trials in the above-mentioned cooperative hospitals reaches 80 and the sensitivity reaches 90 Neuron Technology develops smart wearable medical device NeuroSpeed smart glasses In addition to becoming the best smart medical assistant for doctors to quickly screen brain disease risks in the clinic and emergency department, NeuroSpeed smart glasses also assist doctors in the detection and assessment of strabismus risk They are jointly developed with the Tri-Service General Hospital through neuron technology The "Portable Strabismus and Abnormal Eye Movement Diagnosis System" is implemented in the Tri-Service General Hospital, providing doctors with a complete preoperative assessment of strabismus and postoperative tracking basis This excellent RD technology achievement was recognized by the 17th National Innovation Award-Clinical Innovation Award in 2020 We know that many diseases can cause congenital or acquired eye movement abnormalities, and even cause symptoms of strabismus or nystagmus Among them, as for strabismus, according to expert physician consultation surveys, the global prevalence of strabismus among school-age children is 2 5, while the prevalence of strabismus among school-age children in Taiwan is about 1 to 4 Yang Juncheng said that clinical diagnosis of the symptoms of these diseases is mainly divided into two categories deviation measurement of eye position and eye movement test It has been observed that there is currently a lack of objective quantitative methods for diagnosing eyeball position deviation, and eyeball deviation measuring instruments are used to check subjectively For Neuron Technology, the current NeuroSpeed instrument and strabismus and abnormal eye movement diagnosis system software can integrate objective and clear eyeball images, eye muscle function and eye deviation angle data as a rapid test that meets clinical diagnostic criteria Service, the data of these tests can be used as the basis for doctors’ complete preoperative assessment and postoperative tracking of strabismus Therefore, this system can provide objective and effective quantitative analysis, which can greatly reduce the medical risks of patients during surgery In terms of business model, Neuron Technology mainly cooperates with hospitals to sell research-based products It is believed that the company expects to have significant revenue performance after passing the FDA next year At present, Neuron Technology will use the country's first wearable smart medical device NeuroSpeed smart glasses and AI assistance system to provide software and hardware integrated solutions to assist doctors in quickly screening brain diseases and eye diseases, extending patients' golden treatment time and reducing social risks health care costs to create a triple win NeuroSpeed smart glasses assist doctors in quickly screening brain and eye diseases Looking at the world, the pioneer of smart medical equipment, a new paradigm of biomedical software and hardware system integration In the early days of Neuron Technology’s entrepreneurship, technology research and development and business expansion faced many challenges Yang Juncheng expressed his sentiments that since the NeuroSpeed product is the first medical smart glasses developed in China, both in terms of obtaining hardware raw materials and developing technical specifications, The challenges associated with building and integrating related systems are higher than those for consumer electronics Additionally, bringing together cross-disciplinary talent and integrating it into a core team is also an entrepreneurial challenge In terms of business development, although the company has accumulated clinical verification results and published related outputs, the establishment of market channels still requires continuous efforts to expand It is hoped that it can continue to rely on the assistance of legal persons such as the Capital Strategy Council to actively create more diversified market channels and connect potential Cooperating manufacturers In order to accelerate international expansion and market operation exchanges, the company will conduct a new round of fundraising planning at this stage to meet development Since its establishment, Neuron Technology has taken long-term development and stable profits as its operating goals Yang Juncheng said that in addition to focusing on existing professional fields, we also develop and apply value-added products through the company's software development and software development The accumulated RD energy of hard integration is expanded to other medical disciplines and fields Yang Juncheng hopes that Neuron Technology can become a pioneer in smart medical equipment, with research and development oriented to meet the needs of users and patients, and also hopes to become a model for the integration of biomedical software and hardware systems For the medium and long-term layout, the company will promote industry-university exchanges and cultivate biomedical talents integrate upstream and downstream industry resources to create smart medical solutions and platforms and actively explore foreign sales markets such as the United States and Europe as a basis for sustainable development of the company Vision 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】光禾感知科技智慧球場體驗 AR互動讓看球變得更加有趣
OSENSE Technology Qubby AI customer service helps enterprises comprehensively upgrade from customer service to knowledge management

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