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Research on Plant Disease Detection technology Based on Wireless Sensor Network 4

Research on Plant Disease Detection Technology Based on Wire...

引用

4th ieee Advanced information Management, Communicates, electronic and automation control conference, IMCEC 2021

作者： Yang, Zhiqing Ye, Hanmin Liu, Yingzhi Guilin University of Technology Bowen College of Management Guilin China Guilin University of Technology School of Information Science and Engineering Guilin China

ISBN: (纸本)9781728185347

the plant health status in the region is an important and challenging problem. Aiming at this problem, this paper based on the theory of acoustic emission plant disease stress theory, based on the wireless sensor network (WSN), gathering a wide range of outdoor plants of the acoustic emission signal, the advantage of the characteristics of plant of the acoustic emission signal, through the moving average filter processing, normalization, and similarity, plant health can be divided into health, disease in the early, middle and late four classes. The simulation results show that the method proposed in this paper can be used to accurately, quickly and reliably judge the plant health status in the region. © 2021 ieee.

关键词： Wireless sensor networks

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Research of the transformer energization control strategy applied for storage-based wind farm self-start

Research of the transformer energization control strategy ap...

引用

2016 ieee information technology,networking,electronic and automation control conference(ITNEC 2016)

作者： He Yuan Zengqiang Mi Ping Du Yuliang Wan Liqing Liu State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources North China Electric Power University Power Dispatching Control Center State Grid East Inner Mongolia Electric Power Company Limited

ISBN: (纸本)9781467391955

The self-start ability is the precondition for storage-based wind farm to be the black-start power source in local power grid. To avoid the strike to battery energy storage system which caused by energization of transformers, the no-load transformer energization control strategy during self-start process of storage-based wind farm is researched in this paper. The optimal starting control strategy for BESS is proposed by analyzing generation mechanism of magnetizing inrush current. Then equivalent model is established according to actual wind farm, simulation of proposed three different energization strategies has been made. Finally by comparison of simulation results, the energization control strategy applied for storagebased wind farm self-start is proposed.

关键词： wind farm self-start battery energy storage system energization of transformer magnetizing inrush current vsc control

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technology and Application of Medical Bidirectional Transport Robot 12

Technology and Application of Medical Bidirectional Transpor...

引用

12th International conference on CYBER technology in automation, control, and Intelligent Systems, CYBER 2022

作者： Zhang, Guangwei Jiang, Feng Li, Changshan Cardiovascular Center The First Hospital of Jilin University Jilin Changchun China Electronic Information Engineering College Changchun University of Science and Technology Changchun130011 China Artificial Intelligence College Changchun University of Science and Technology Changchun130011 China

ISBN: (数字)9781665472678

ISBN: (纸本)9781665472678

in order to reduce the medical injury of patients in the transfer process, reduce the labor intensity of medical staff in the transfer process, through technological innovation and process re-engineering, the safe transportation is actively explored, the medical security transport bed is developed, which can reduce the consumption of personnel in the transfer process, and improve the transport efficiency, safety and universality. © 2022 ieee.

关键词： Personnel

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A DDoS Attack Detection Method Based on information Entropy and Deep Learning in SDN

A DDoS Attack Detection Method Based on Information Entropy ...

引用

ieee information technology, networking, electronic and automation control conference

作者： Lu Wang Ying Liu School of Electronic and Information Engineering Beijing Jiaotong University Beijing China

ISBN: (数字)9781728143903

ISBN: (纸本)9781728143910

Software Defined networking (SDN) decouples the control plane and the data plane and solves the difficulty of new services deployment. However, the threat of a single point of failure is also introduced at the same time. The attacker can launch DDoS attacks towards the controller through switches. In this paper, a DDoS attack detection method based on information entropy and deep learning is proposed. Firstly, suspicious traffic can be inspected through information entropy detection by the controller. Then, fine-grained packet-based detection is executed by the convolutional neural network (CNN) model to distinguish between normal traffic and attack traffic. Finally, the controller performs the defense strategy to intercept the attack. The experiments indicate that the accuracy of this method reaches 98.98%, which has the potential to detect DDoS attack traffic effectively in the SDN environment.

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Modeling the critical transmitting range for connectivity in wireless sensor networks

Modeling the critical transmitting range for connectivity in...

引用

International conference on Multimedia information networking and Security

作者： Qu, Yanhuai Fang, Jianan Zhang, Shuai School of Information Science and Technology Donghua University Shanghai 201620 China School of Information and Electronic Engineering Shandong Institute of Business and Technology Yantai 264005 China

ISBN: (纸本)9780769542584

The research in wireless sensor networks (WSNs) has attracted a lot of attention in recent years. Sensor nodes are often placed in a hostile or dangerous environment where they are not physically protected. Hence, sensor nodes must self-organizationally form a connected network. Additionally, Energy is a decisive resource in WSNs. So the trade-off between connectivity and power control becomes a critical problem in WSNs. In this paper we present nearest neighbor nodes of the two-dimensional WSNs with Poisson point process, which enables each node to find the 1st (respectively, 2nd and kth) nearest neighbor node and adjust transmitting range according to local requirement, thereby it would contribute to the lifetime of overall network. And then we derive the analytic expression of 1-connected (respectively, 2-connected and k-connected) network. Finally, we present the simulation results and discuss practical value for researchers in this domain. © 2010 ieee.

关键词： Distribution functions

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NN-adaptive output feedback for course tracking control of a waterjet propulsion ship

NN-adaptive output feedback for course tracking control of a...

引用

International conference on Computer, Mechatronics, control and electronic Engineering

作者： Zeng, Bo-Wen Zhu, Qi-Dan Zhang, Li-Jun Wang, Guo-Ying College of Automation Harbin Engineering University Harbin China

ISBN: (纸本)9781424479566

An adaptive output feedback controller based on neural network(NN) is proposed, which forces a waterjet propulsion ship to track a desired course. A nonlinear course model of waterjet propulsion ship is proposed. The proposed control method only need the measurable information of course angle, and the unknown disturbances in the complicated sea states are estimated by neural network, so the control method can deal with the waterjet propulsion ship course control problem better in the complicated sea states. The stability analysis will be given by Lyapunov theorem. Finally, an example with a waterjet propulsion ship is shown to verify the effectiveness of the proposed controller. Simulation results illustrate that the design controller has good dynamic performances without overshooting and strong robustness, and will meet the engineering requirement of the ship course in real-time control. © 2010 ieee.

关键词： controllers

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A Voice controlled Smart Home Solution with a Centralized Management Framework Implemented Using AI and NLP

A Voice Controlled Smart Home Solution with a Centralized Ma...

引用

2018 International conference on Current Trends towards Converging Technologies, ICCTCT 2018

作者： Jivani, Farzeem D. Malvankar, Manohar Shankarmani, Radha Information Technology Sardar Patel Institute of Tech. India

ISBN: (纸本)9781538637012

The aim of home automation is to make our lives easier and to improve the quality of life. The concept of Smart Homes builds on the progressing maturity of areas such as Artificial Intelligence and Natural Language Processing. This combined with the rise of IoT applications have increased the growth of remote home control systems. This paper proposes a centralized management that will allow user to control domestic appliances and services with voice and also make electronic decisions on the end user's behalf such as monitoring, improving comfort, convenience, controlling surrounding conditions, and delivering required information whenever needed. The primary objective is to construct a plenarily useful voice-based system that utilizes AI and NLP to control all domestic applications and services and also learn the user preferences over time using machine learning algorithms. © 2018 ieee.

关键词： automation

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A wearable, real-time sEMG gesture classifier based on E-tattoo and CDF-CNN for prosthetic control

A wearable, real-time sEMG gesture classifier based on E-tat...

引用

ieee information technology, networking, electronic and automation control conference

作者： Chuanbin Xu Xiangwen Qu Hongrui Liang Da Chen College of Electronics and Information Engineering Shandong University of Science and Technology Qingdao China Office of Network Security and Informatization Shandong University of Science and Technology Qingdao China

Bionic prosthetic hands are essential for the disabled to deal with most affairs of life independently. The surface electromyography(sEMG) is considered as a developing vigorous solution to realize the artificial limb system. However, most of the present devices are irritating to the skin, high cost and power energy, complexity, unnatural, which limits their promotion. This paper proposed a real-time bionic mechanical arm control system, based on the large-area flexible electronic tattoo(E-tattoo) and combining differential feature convolutional neural network (CDF-CNN). Similar to the tattoo attached on the skin, the electrode allows complying with the skin deformation comfortably and accommodation the local strains, providing long-term and robust monitoring of sEMG signals. Benefited from the convenient and low-cost fabrication and transferring to the skin surface, the large-area E-tattoo electrodes were applied to alleviate the requirement of controlling the accurate position of traditional Ag/AgCl electrodes. Moreover, a "sEMG feature map" is proposed by combining differential feature (CDF) to extract deep abstract features to improve the recognition effect, achieving 97.63% on average when using only two channels to classify 8 gestures. The proposed system is efficient, comfortable, natural and low-cost, which will help to facilitate the development and application of sEMG prosthesis.

关键词： Electrodes automation Gesture recognition Feature extraction control systems Skin Real-time systems

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Active/Semi-Active Suspension System control Based on Electromagnetic Damper 20

Active/Semi-Active Suspension System Control Based on Electr...

引用

20th ieee International conference on Mechatronics and automation, ICMA 2023

作者： Wang, Jiayi Zhang, Xiaohua Cheng, Kaixin Li, Ze Xia, Jinhui Dalian University of Technology School of Electrical Engineering Dalian China Hebei University College of Electronic and Information Engineering Baoding China Southeast University School of Automation Nanjing China

ISBN: (纸本)9798350320831

For the vibration control problem and potential energy harvesting performance of the suspension system, this paper proposes an active/semi-active vibration control strategy based on an electromagnetic damper (EMD). Therein, the three-vector-based model predictive current control (TV-MPCC) for the permanent magnet synchronous motor (PMSM) is developed to achieve the fast tracking of the given torque. Furthermore, the torque is converted to the actuator force by the drive of the ball screw. Based on the four-quadrant operation characteristic of the PMSM, the EMD energy flow state is analyzed to provide the basis for designing the energy harvesting control strategy. Under the maximum energy harvesting power objective, a moving horizon optimized state feedback H2/H∞ control strategy is designed to balance constraint satisfaction and performance optimization when dealing with complex and stochastic road excitation. The hardware-in-the-loop (HIL) simulation platform is established based on the dSPACE and the DSP. Wherein the off-line optimized moving horizon strategy and the TV-MPCC are implemented on the DS1006 processor board and the DSP, respectively. The effectiveness of the designed active/semi-active suspension system for road excitation suppression and vibration energy harvesting is verified by the simulation and HIL test. © 2023 ieee.

关键词： Permanent magnets

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Design and evaluation methodology for landing and taxiing lighting system in civil transport aircraft

Design and evaluation methodology for landing and taxiing li...

引用

ieee information technology, networking, electronic and automation control conference

作者： Xia Haibo Shanghai Aircraft Design & Research Institute Shanghai China

The landing and taxiing lighting system of civil transport aircraft are used primarily to provide ground reference information during final approach, touchdown, ground roll, taxi, turnoff and takeoff, and to illuminate any major obstructions in the airplane’s approach glide path or on the runway at night. The landing and taxiing lighting system create a good visual environment for the flight crew to ensure that the flight crew can accurately and clearly judge the aircraft status of takeoff and landing in night and rough weather conditions. Reasonable landing and taxiing lighting design needs to follow the necessary design principles to improve the friendliness of the human-machine environment during the flight. Simultaneously, the landing and taxiing lighting evaluation is an effective supplementary means for discovering design defects. It can reduce the possibility of the existence or continuation of the development of potential accidents during the flight From the perspective of an engineering designer, this paper puts forward the principles and evaluation methods to be followed in the landing and taxiing lighting design of civil transport aircraft, which can provide certain guidance in the field of civil transport landing and taxiing lighting design.

关键词： Visualization Design methodology Lighting Process control Real-time systems Safety Aircraft

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