A deep learning-based ensemble method for helmet-wearing detection
For a given image I, we use A to represent the ground-truth anchors. We use A F and c F to represent the identified bounding boxes and helmet-wearing confidence scores, respectively, computed by the Faster-RCNN algorithm. If we use F to represent the algorithm, W F to represent the weight of the network, this approach can be written as …
Smart Helmet for Tracking Coal Miners
as a tracking system for coal miners using the Internet of Things (IoT). A. Kumar, G. P. Hancke, C. J. Behr, [5] The three primary forms of hazards—air quality, helmet removal, and collision (miners are struck by an object)—were taken into consideration when designing a smart helmet for the mining sector to
Arduino Smart Working Helmet : 5 Steps (with Pictures)
The Arduino Smart Helmet is using the Arduino Lilypad board to read values from gas sensor, temperature sensor and light sensor. It has three main abilities: If the worker is approaching to a dangerous gas, the helmet will inform him with a warning sound from the buzzer. If the environment is too noisy, he will know that he is in danger by the ...
Journal of Engineering Sciences Vol 14 Issue 04,2023 …
using a wireless Zigbee module attached to the helmet, and the information is remotely transmitted to the control center.[3] Mustafa Abro et al. [3] and Abid et al. They unveiled a wearable IoT-based jacket. It is designed to protect those who work in coal mines and are frequently exposed to risks. This prototype is constructed to sense various ...
Arduino Based Smart Helmet for Coal Mine Safety
Smart Helmet For Coal Miners. 2022 1st International Conference on the Paradigm…. The proposed smart helmet protects miners from any upcoming accidents with the use of different sensors, and will be able to identify catastrophic situations such as harmful gases like Carbon-Monoxide, CH4, LPG, and natural gases. Expand.
Zigbee based intelligent helemet for coal miners ppt | PPT …
3. The reduced function device RFD. ZIGBEE HAS 3 TYPICAL TRAFFIC TYPES 1. Data is periodic 2. Data is intermittent. 3. Data is recitative. 5. Low power consumption. Battery life ranging from months to years. High security Applicable for up to 30 feet distance. Provide noise free for communication. 6.
Real-Time Monitoring and Alarm System in Underground Coal Mines Using
Real-Time Monitoring and Alarm System in Underground Coal Mines Using Smart Helmets (A Case Study: Tabas Coal Mine) September 2021 DOI: 10.21203/rs.3.rs-951389/v1
INTELLIGENT HELMET FOR COAL MINERS USING …
The main objective of the project is to design a wireless helmet for coal miners using ZigBee wireless technology. An intelligent helmet is used as a system with sensor network. The system adapted a ZigBee module to keep an early check on various ... The people must wear the helmet while working in the coal mines. Keeping all these aspects in ...
(PDF) Safety Helmet for Coal Miners
People working in underground coal mines must utilize several characteristics such as smart helmets with sensors such as removers, collision detectors, gas detectors, and the helmet. ... Vol 3, Issue 07. [6] …
Coal Mine Safety Monitoring and Alerting …
The presented wireless monitoring system is capable of detecting and transmitting critical parameters in coal mines such as methane gas, high temperature, humidity, and fire. In …
AI-Based Safety Helmet for Mining Workers Using IoT …
Coal mining is one of the most hazardous activities in the world. They frequently encountered unexpected emergencies. The use of the Internet of Things (IoT) and artificial intelligence (AI) in mining helps improve worker health management and prevent injuries. In this study, a personal protective equipment (helmet) is proposed, …
Implementation of smart safety helmet for coal mine …
IOT can be used in Pranjal Hazarika (2016) proposed the implementation of safety helmet system for coal mining industry, to outdo the hazardous gas using methane and carbon monoxide gas sensor. ...
Design and Implementation of a Smart Helmet …
1 Introduction. In this system, a safety helmet is made for the worker, rescuer, and miner. The natural condition of the current situation like humidity, …
Smart Helmet For Coal Miners | IEEE Conference Publication
A traditional model of the smart helmet has been produced to assist miners operating in the mining industry. Many risky incidents commonly occur in the mining sector, many of which result in life-threatening injuries or death. A miner's helmet is one of the most regularly used safety equipment for mine workers hence it must be loaded with …
Power Efficient Intelligent Helmet for Coal Mining Security …
India is endowed with a rich variety of mineral resources. The world's fourth-largest coal deposits are in India. The requirements of domestic use have driven commercial coal mining in India for a recent era from the beginning. The mining industry has several facets and involves intricate processes that are carried out underground, …
A Microcontroller Based smart helmet for coal miners …
In coal mines dangerous events like heavy object fall and presence of dangerous gases like CO,CH4, LPG occurs. When human being comes in contact with such ... If heavy object falls on miners head even wearing his helmet, a person may become unconscious and may die if proper treatment is not provided on the time. A smart helmet is designed …
Arduino Based Smart Helmet for Coal Mine Safety
Underground mining perils incorporate suffocation, gas harming, rooftop breakdown, and gas blasts. Remembering every one of these angles we planned a framework, i.e. smart helmet using Arduino technology for monitoring the hazardous gases, abnormal temperature conditions, and therefore the humidity levels within the air.
SMART HELMET FOR COAL MINES SAFETY MONITORING …
Gaidhane, Mahendra Dhame and Prof. Rizwana Qureshi "SMART HELMET FOR COAL MINERS USING ZIGBEE TECHNOLOGY" Imperial Journal of Interdisciplinary Research (IJIR) Vol-2, Issue-6, 2016 ISSN: 2454-1362
Smart Helmet for Coal Mine Monitoring | SpringerLink
The system provides real-time monitoring of environmental factors like temperature, humidity, hazardous gases existing in the coal mine, and person fall detection. Figure 1 depicts the block architecture of the smart helmet. Different components of the proposed system are briefly discussed below. Fig. 1.
Smart Helmet for Coal Miners using Zigbee Technology
2018. TLDR. The aim of the project is to design a wireless helmet for coal miners using ZigBee wireless mine supervising machines and to develop a wearable safety device comprising of gas sensor, temperature sensor, oxygen sensor, opguard, ultrasonic sensor, ultraviolet sensor. Expand.
Mining Underground | MSA Safety | United States
MSA delivers products that assist with providing whole body protection every day at the mine. Head: MSA is the world leader in head protection. Experience the difference yourself and you'll quickly see why. Eyes: Unparalleled protection with options and style to fit every need. Face: With 50+ face shields, frames and chin protectors, you'll ...
Smart Safety Helmet in Coal Mining Using Arduino
Coal mining is considered much more dangerous than hard rock mining. Most of the deaths occur in developing countries such as India, Argentina, Armenia and rural parts of developed countries. ... Smart Safety Helmet in Coal Mining Using Arduino. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 12(11), …
A SMART HELMET FOR COAL MINERS | Request PDF
This person is not on ResearchGate, or hasn't claimed this research yet. ... Kiran Kishore V, E Narasimha and Y Shruthi, "smart helmet for coal miners using zigbee technology" Issue-2, Volume-2 ...
Smart Helmet for Coal Mine Monitoring | SpringerLink
This paper proposes a smart helmet based on wireless sensor network for real-time monitoring and coal mine safety from the base station. The system provides …
Coal Mine Safety Monitoring and Alerting System with …
This research represents a ZigBee-based wireless monitoring system using a smart helmet. The presented wireless monitoring system is capable of detecting and transmitting critical parameters in coal mines such as methane gas, high temperature, humidity, and fire. In an emergency, this monitoring system transmits distress signals.
Smart Helmet and Tracking System for Coal Miners Using IoT
Coal is both plentiful and affordable. The process of extracting it from the underground is called Coal mining. Coal mining has risen in popularity, as well as hate for the lack of coal miner's protection. As a result, we have devised a plan to introduce a safety helmet for coal miners that continually monitors environmental conditions underground. In deep coal …
(PDF) IoT based Smart Helmet for unsafe event detection for mining
Value 1 indicates that the person has removed helmet and value 0 indicates person is wearing helmet. Figure 6: Data collection at the reporting module Figure 6 shows collection of data at the reporting section. ... Mahendra Dhame and Prof. Rizwana Qureshi Smart Helmet for Coal Miners using ZigBee Technology Imperial Journal of Interdisciplinary ...
Design and Implementation of a Smart Helmet System for
1 Introduction. In this system, a safety helmet is made for the worker, rescuer, and miner. The natural condition of the current situation like humidity, temperature, heart-rate, and harmful gas detection can be detected by radio frequency (RF) communication. The position of a worker can be found using GPS/GPRS.
(PDF) A Comparative Study on Smart Helmet Systems for
People working in underground coal mines must utilize several characteristics such as smart helmets with sensors such as removers, collision detectors, gas detectors, and the helmet.
LoRaWAN Based Smart Helmet for Coal Mine Workers
Step 2: Testing the Connections. After the connections are complete on the breadboard, it is time to test the system with minimal code for testing the LoRa connection. Two Arduino codes are mentioned below with first one for the master node and …
