Automatic intelligent industrial object sorter with …

1. shri sai institute of engineering and technology ***** department of electronics and communication engineering title automatic intelligent industrial object sorter with conveyor belt arrangment for color distinguishing and object …

A new paradigm for intelligent status detection of belt …

In this paper, a new paradigm of intelligent condition detection of belt conveyors is proposed to meet the need for efficient intelligent condition detection, which realizes the …

Automatic Sorting Machine Using Conveyor Belt

it as intelligent conveyor belt, as it has also ability to sort the object of different sizes. This helps to avoid size ... i. Saving Man Power ii. Improved Quality and Efficiency

2. Power consumption model of the belt conveyor system

Aiming at solving the problem of high energy consumption in the rated belt speed operation of a belt conveyor system when the material flow rate is reduced, the power consumption of the frequency converter, motor, and belt conveyor is analyzed, a power consumption model of the belt conveyor system is established, the relationship between the …

An Application of the IoT in Belt Conveyor Systems

Perception of transportation parameters, such as coal flow and belt speed, forms the basis for intelligent speed regulation of the belt conveyor [115]. In addition, it is necessary to improve the ...

Speed regulation strategy and algorithm for the variable …

rate (i.e., obtain the energy-saving belt-speed model of the belt conveyor), to avoid the above two situations and to ensure that the belt conveyor runs at the most energy-saving speed. The present paper adopts curve fitting to obtain the energy-saving belt-speed model of a belt conveyor for the purpose of facilitating engineering application.

An intelligent vision system for the detection and …

Abstract: In this paper, a newly developed author's vision system allowing identification of packages moving on the conveyor belt and their classification is presented. An important aspect is that the mentioned objects move at relatively high speeds, which is challenging for any vision system. The methodology used in the plant is based on a hybrid combination of algorithmic …

Design and Implementation of Intelligent Energy Efficient Conveyor …

Conveyor Belt Speed Adjusting Mechanism The belt speed can be controlled in a discrete (on/off) or continuous manner. Decreasing the speed of the belt speed will not only minimize the power ...

Status and prospect of intelligent key technologies of belt conveyor

As the key equipment of the coal transportation system, the intelligence of the belt conveyor is crucial to the safe and efficient transportation of coal mines. And it is of great significance to improve the safety level of coal mines and ensure a stable supply of coal. Driven by the new technological revolution, the field of belt conveyor intelligence is in the stage of accelerated ...

Implementation of artificial neural network to achieve speed …

A visions sensor will be responsible for gathering information about the status of the conveyor belt and parts over it, where, according to this information, an intelligent decision about the belt ...

FastBeltNet: a dual-branch light-weight network for real …

In response to the demands for precise, efficient, and light-weight edge detection of conveyor belts in actual production stages, this paper proposes an innovative dual-branch …

Belt conveyor development trend and direction

costs. It is pointed out that in the future, belt conveyors will be large, intelligent and the direction of green development. Keywords Belt conveyor, development trend, new conveyor belt, green technology. 1. Introduction At present, the belt conveyor has become the main transportation equipment for the coal continuous

A Foreign Object Detection Method for Belt

The belt conveyor foreign object image dataset was labeled with horizontal and rotating boxes, and the horizontal and rotating box foreign object detection datasets were constructed. Finally, the dataset was expanded to 8100 datasets through geometric expansion, and a complete dataset of foreign object images for belt conveyors had been ...

A Digital Twin Design for Conveyor Belts Predictive …

Despite the few publications regarding the use of DT for conveyor belt predictive maintenance, some papers can be highlighted. Răileanu et al. [] developed an architecture of an embedded DT for a shop-floor material integrated with the manufacturing, planning, scheduling, and control architecture where the DT monitors and forecasts the conveyor's operating …

A deep learning-based method for deviation status …

When conveyor belt is fully loaded with objects, the belt moves around with its maximum potential speed, but when conveyor belt is partially or marginally loaded or unloaded, the speed of belt is ...

Computer Vision & IOT Based Smart Conveyor Belt …

detect the objects on the conveyor belt, as well as the image sensor that reads the video frames for color detection. Fig 6. Blynk Architecture. The node MCU uses Wi-Fi for communication and network routing. It collects the data related to the sorting of objects on the conveyor belt and sends it to the cloud-based system (Blynk in this case).

A new paradigm for intelligent status detection of belt conveyors …

Object detection and semantic segmentation networks are conducive to identify and extract conveyor belt edge information during conveyor belt deviation discrimination and detection process, and the obtained edge information plays an important role in the subsequent state determination of the conveyor belt (Zhang et al., 2023a).

Energy-Saving of Conveyor Belts in the Strategy and

In recent years, very intensive research has been performed into lowering energy consumption of belt conveyor drive mechanisms. Large-scale theoretical and experimental research showed potential for saving energy in belt conveyor individual components [8, 16].One of the research approaches was to identify conveyor resistances [].The research proved that the feasibility of …

(PDF) A Foreign Object Detection Method for Belt Conveyor …

The application of wireless sensor network in coal mine safety intelligent monitoring system is proposed, this paper discusses the principle and advantages of wireless sensor network and the ...

Research on coal volume detection and energy …

Research on coal volume detection and energy-saving optimization intelligent control method of belt conveyor based on laser and binocular visual fusion January 2023 IEEE Access PP(99):1-1

A Foreign Object Detection Method for Belt …

As one of the main pieces of equipment in coal transportation, the belt conveyor with its detection system is an important area of research for the development of intelligent mines. Occurrences of non-coal foreign objects …

Design of a Power Saving Industrial Conveyor System

This paper looked at the design of a power saving conveyor system which involves sizing, selection and cost-benefit analysis of its installation. ... an energy efficient conveyor system model is proposed and implemented which not only recognizes and sorts the objects by sensing its colour and place these objects to its destination by using ...

Proactive measures to prevent conveyor belt Failures: Deep …

From this point of view, this paper proposes a conveyor belt tear-proof protection method based on active measures, that is, a rapid identification method of conveying foreign objects based on deep learning, which aims to quickly find and identify foreign objects mixed in coal flow, so as to provide a basis for decision-making in the control ...

An intelligent vision system for the detection and …

Abstract: In this paper, a newly developed author's vision system allowing identification of packages moving on the conveyor belt and their classification is presented. An important …

Speed regulation strategy and algorithm for the variable-belt …

As an important transportation, the belt conveyor has been widely used and researched. It is urgent to solve the problem of energy saving and consumption reduction of belt conveyor. Aiming at reducing high energy consumption in the rated-speed operation of a belt conveyor, the present paper establishes an energy-saving belt-speed model of a belt conveyor …

Deep-learning-based multistate monitoring method of belt conveyor

Ji J, Miao C, Li X. Research on the energy-saving control strategy of a belt conveyor with variable belt speed based on the material flow rate. ... Cao Y, et al. A deep learning-based method for deviation status detection in intelligent conveyor belt system. J Clean Prod ... Wu Q. A conveyor belt characterization information extraction method ...

AUTOMATED CONVEYOR BELTS FOR OBJECT …

Conveyor belt line control automation in ore mines and quarries, Izvestiya vuzov. Journal of Mining Science, №12, pp.117-128 [7] Porkuian, Igor Kurganov Technological Institute, Volodymyr Dahl the East-Ukrainian National University, Lugansk, Ukraine Research of the Automatic Control System of belt conveyor on the technical

An internet of things approach for intelligent monitoring of conveyor …

An Internet of Things architecture suitable for large scale sensor networks for condition monitoring, with seamless integration with upper layers such as SCADA, MES and ERP are presented and the use of highly-efficient EXI for CoAP is presented together with a comparison with traditional text-based XML. This article presents an Internet of Things (IoT) architecture …

Embedded Intelligent Sensor for Conveyer Belt- Fuzzy …

A conveyor belt intelligent sensor system is shown in figure 2. The system includes a conveyor belt ... Conference on Pulsed Power Plasma Science, June 2001, p:195 [5].Troitsky O., and Reiss H., "Remote Sensing of the Thermal Diffusivity and the Absorption Coefficient at ... surface recognition of moving cylindrical objects", Proceedings of ...

Conveyor Belt Tracking Sensor Solutions for Efficient …

The introduction of the conveyor belt tracking sensor has revolutionized this aspect of conveyor maintenance, offering a high-tech solution to an age-old problem. These sensors are instrumental in detecting even slight deviations in the belt's path, enabling immediate corrections and preventing the belt misalignment that can disrupt ...