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An Efficient Co-Operative Relay Node Selection for Data Transmission through WSN 3

An Efficient Co-Operative Relay Node Selection for Data Tran...

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3rd international conference on Artificial Intelligence For Internet of Things, AIIoT 2024

作者： Senthil Kumar, A. Suresh, G. Ravikumar, D. Prakasam, P. Thirunavukkarasu, V. Kings Engineering College Department of ECE Chennai India DMI College of Engineering Department of ECE Chennai India Vellore Institute of Technology School of Electronics Engineering Vellore India Govt. College of Engineering Department of ECE Theni India

ISBN: (纸本)9798350372120

The selection of relay nodes plays a serious role in wireless sensor network while performing the data transmission process between source node to destination node when nodes present out of range of communication. Relaying is done when the destination node not able to access the data which is sent by the sender node. Therefore an efficient cooperative relay node selection (ECRNS) protocol is suggested in this manuscript. This protocol mainly suggested to reduce the congestion rate as well as the retransmission process during multi-hop communication. The cooperative intermediate relays are selected by computing the holding time and energy cost. The nodes that possess high holding time and high energy cost are selected as cooperative relay nodes for sending the DATA_MSG from transmitting node to receiving node. The holding time is computed by analyzing the relay nodes channel state transitions. The suggested protocol is configured and simulated for evaluating the system performance. The system performance is compared with reported protocols and it is evident that the suggested ECRNS protocol outperforms others. © 2024 ieee.

关键词： sensor nodes

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An Enhanced Routing Protocol Design to Perform Cost Efficient Data Communication over Wireless sensor Networks 3

An Enhanced Routing Protocol Design to Perform Cost Efficien...

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3rd international conference on Applied Artificial Intelligence and computing, ICAAIC 2024

作者： Jadhav, Dattatraya Arun Suneel, Sajja Begum, M. Amina Ghogare, Meghana Harsh Murri, Madhan Sekhar Vadar, Parashuram Shankar Keystone School of Engineering Electronic and Telecommunication Department pune India Telangana Hyderabad500043 India Oxford College of Engineering Department of Ece Tamilnadu Venmani India Parul University ByteXL-Department of Computer Science and Engineering Vadodara India Department of Management Studies AP India Shivaji University Yashwantrao Chavan School of Rural Development Maharashtra Kolhapur India

ISBN: (纸本)9798350375190

This research introduces a groundbreaking approach to address the challenges of cost-efficient data communication in Wireless sensor Networks (WSNs) through the development of a novel routing protocol named Cost-Efficient Enhanced Routing Protocol (CEERP). WSNs, characterized by resource-constrained sensor nodes and dynamic environmental conditions, necessitate innovative routing strategies to optimize energy consumption and enhance overall network performance. CEERP leverages a sophisticated methodology that integrates Energy Consumption Modeling, Adaptive Routing Decisions, alongside Optimization and Fine-Tuning. The Energy Consumption Modeling method systematically analyzes various factors influencing energy dynamics in sensor nodes, facilitating the creation of accurate mathematical models. These models inform CEERP's routing algorithm, enabling intelligent decisions based on predicted energy consumption patterns. The protocol adapts dynamically to real-time variations in network conditions, ensuring responsiveness to changing environmental factors. Implementation and Simulation validate CEERP's performance in diverse scenarios, while Optimization and Fine-Tuning finetune parameters for optimal efficiency. Security and reliability measures are integrated to safeguard data integrity. The research concludes with a comprehensive evaluation of CEERP's effectiveness, positioning it as a promising solution for achieving cost-efficient and reliable data communication in WSNs. The proposed methodology and CEERP contribute to the advancement of routing protocols for WSNs, offering a holistic and adaptive approach to address the unique challenges posed by resource-constrained environments. © 2024 ieee.

关键词： Routing protocols

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Two-layer Optimization Operation Strategy of distributed Energy Storage in Parks Based on Cloud Energy Storage Service Mechanism 3

Two-layer Optimization Operation Strategy of Distributed Ene...

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3rd ieee international conference on Intelligent Technology and Embedded systems, ICITES 2023

作者： Qiao, Yunchi Xu, Weiting Yu, Zhijun Liu, Fang Ma, Tiannan Li, Huaqiang State Grid Sichuan Economic Research Institute Chengdu China College of Electrical Engineering Sichuan University Chengdu China

ISBN: (纸本)9798350343755

This paper proposes a cloud energy storage service mechanism for the distributed energy storage scenario in industrial parks, and studies the pricing of cloud energy storage resources in this mechanism, which is oriented to the new power system. By optimally solving the distributed energy devices and energy demand of the campus users, the users' energy storage idle and energy storage demand are derived, and the cloud energy storage service platform benefits by matching the idle and demand quantities. For the pricing of cloud energy storage resources, this paper uses classical social welfare function and Nash social welfare function as the objective function to build a two-layer optimization model, and uses particle swarm algorithm to solve the cloud energy storage pricing model. Simulation analysis shows that the mechanism can effectively improve the utilization of energy storage resources and reduce the cost of energy use while ensuring the overall benefits of the platform and users. © 2023 ieee.

关键词： Energy storage

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Study of a Aggregated Baseline Load Forecasting Method Based on Decoupling of distributed PV-Containing Customers 3

Study of a Aggregated Baseline Load Forecasting Method Based...

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3rd ieee international conference on Industrial Electronics for Sustainable Energy systems, IESES 2023

作者： Hu, Yidan Chen, Yue Wang, Fei Yang, Hangping Bao, Wudi Zhang, Junfang School of Automation Nanjing University of Science and Technology Nanjing China

ISBN: (纸本)9798350324754

In recent years, the distributed PV industry has developed rapidly, and more and more residential customers have started to install distributed PV power generation systems, while the unobservable characteristics of behind-the-meter distributed PV bring great challenges to the demand response aggregated baseline load (ABL) prediction. To improve the one-inch accuracy of ABL under high penetration distributed PV, a aggregated baseline load forecasting method based on decoupling of distributed PV-containing customers is proposed. Firstly, the abnormal load data is identified and corrected based on t-test in mathematical statistics, and the temperature data is corrected;secondly, a PV user identification method based on weather state characteristics is used to separate PV users and non-PV users;then, the aggregated baseline load of non-PV users is predicted by considering the differentiation of users' electricity consumption patterns;again, the aggregated baseline load for PV users is classified by typical weather types and a prediction model is built for each weather type using SVR for aggregated baseline load prediction;finally, the predicted values for both types of users are combined to obtain the final ABL prediction values. The simulation results show that the proposed method reduces the average absolute error index by 2.65 and the root mean square error index by 0.76 on average compared with the direct prediction method and other classification prediction methods. © 2023 ieee.

关键词： Mean square error

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Research on DC High-Voltage Divider Based on distributed Synchronous Measurement 3

Research on DC High-Voltage Divider Based on Distributed Syn...

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3rd international conference on Energy Engineering and Power systems, EEPS 2023

作者： Wang, Jinxin Wang, Xiaofei Wang, Jiafu Beijing Information Science & Technology University School of Instrument Science and Optoelectronic Engineering Beijing China National Institute of Metrology Beijing China

ISBN: (纸本)9798350313857

DC high voltage dividers are widely used as standard devices for proportional measurement of high DC voltages by attenuating them to smaller DC voltages suitable for direct measurement using electrical instruments. To address the calibration challenge of high voltage level dividers where high voltage level dividers cannot be directly calibrated using the comparison method, a distributed synchronous measurement device for direct current voltage was designed and implemented on the low voltage arm of the direct current high voltage divider. A novel traceability method for the ratio calibration of direct current high voltage dividers was proposed. Two serially connectable 100 kV direct current high voltage dividers were employed to validate the effectiveness of the proposed traceability method at 200 kV using the aforementioned device and method. Experimental results demonstrate that the relative difference between the traceability method and the direct comparison method is less than 0.005%. © 2023 ieee.

关键词： Voltage dividers

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Extracting Keywords from distributed Acoustic sensor Signals for Earthquake Signature 3

Extracting Keywords from Distributed Acoustic Sensor Signals...

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3rd international conference on Range Technology, ICORT 2023

作者： Adhikari, Agniv Basumallick, Nandini Mukherjee, Abhik CSIR-CGCRI 196 Raja S.C. Mullick Road West Bengal Jadavpur India Ghaziabad201002 India IIEST Shibpur CST Dept West Bengal India

ISBN: (纸本)9781665493314

Fibre-Optic distributed Acoustic Sensing (DAS) technology is now being used in numerous fields for data collection from different physical phenomena, like pipeline monitoring, traffic monitoring on highways, monitoring the condition of track and train on railroads etc. One such field of application is the collection of geo-physical data, where it is used to collect seismic information. Vibrations are detected so that acoustic energy can be captured along the route of optical fibres. Thus, existing fibre optic cables can be readily utilized for the purpose of DAS, allowing data capture in real time. However, the data collected from DAS systems need to be analysed and processed with the help of advanced computer algorithms in order to gain important insights into the observed physical phenomena. Appropriate signal processing need to be applied to detect and extract different signatures, mostly vibrations due to various movements along the path of laid out optical fibre. In the present work, signal processing algorithm is presented for detection of such signatures, in line with keyword based algorithms applicable to text mining. The methodology is tested on available public domain data for studying an earthquake in Indonesia and results are presented. © 2023 ieee.

关键词： Earthquakes

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Delicate Remarks in Simultaneous Placement of distributed Energy Generators and Reactive Power Compensators in Variable Loading Power systems 3

Delicate Remarks in Simultaneous Placement of Distributed En...

引用

3rd ieee international conference on Sustainable Energy and Future Electric Transportation, SeFet 2023

作者： Mahdavi, Meisam Awaafo, Augustine Gopi, Pasala Varma, Pinni Srinivasa Rao, S. Venkat University of Jaén Linares Department of Electrical Engineering Jaén Spain Annamacharya Institute of Technology and Sciences Department of Electrical and Electronics Engineering Rajampet India Koneru Lakshmaiah Education Foundation Department of Electrical Engineering Guntur India Vemu Institute of Technology Department of Electrical and Electronics Engineering Chittor India

ISBN: (纸本)9798350319972

Active energy loss reduction by sequential or simultaneous placement of shunt capacitors and distributed energy generators is the most commonly used strategy for optimal distribution system operation. An important parameter that affects energy loss minimization is the load power, which is not constant during operation and changes with time. This issue causes effortful and tedious computations, especially when shunt capacitors and distributed energy generators are simultaneously placed at the optimal consumption points of the distribution network. A solution for this concern is discarding load variations in computations, while load pattern varies the loss amount and may impact the optimal locations of capacitors and distributed generators. Therefore, the current study investigates the effect of load variations on the simultaneous allocation of reactive power compensation equipment and distributed energy sources to provide important remarks for distribution system researchers regarding the importance of load variability consideration in minimal loss calculations through the optimal installation of capacitors and distributed energy generators in candidate network places. This analysis has been conducted on a few distribution systems, followed by the results. © 2023 ieee.

关键词： Electric power distribution

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distributed Wireless sensor Network in IoT Hydroponic Monitoring System 3rd

Distributed Wireless Sensor Network in IoT Hydroponic Monito...

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3rd international conference on Smart computing and Cyber Security—Strategic Foresight, Security Challenges and Innovation, SMARTCYBER 2023

作者： Nasution, Arbi Haza Pratama, Rian Monika, W. Informatics Engineering Universitas Islam Riau Pekanbaru Indonesia Library Science Universitas Lancang Kuning Pekanbaru Indonesia

ISBN: (纸本)9789819705726

Parameters like air temperature, air humidity, and air pressure are necessary for the plantation sector, especially hydroponics because air temperature and air humidity can affect the growth of hydroponic plants. Data regarding air temperature and air humidity must be monitored in order to maintain the quality of the hydroponic plants. However, it will be difficult to digitally cover a massive hydroponic plantation. Therefore, a tool is needed that is able to retrieve air temperature and humidity data from several distributed adjacent places or places that are not covered by Wi-Fi so that the data retrieval can be carried out practically and efficiently. The use of radio frequency networks is an alternative and solution for sending data over short or long distances. The nRF24L01 radio frequency module is a module with a relatively cheap price and low current consumption. The experiment shows that our proposed distributed wireless sensor network model is applicable to transferring data efficiently from the distributed microcontroller clients (sensor nodes) to the microcontroller gateway (the central node). The maximum distance of the nRF24L01 PA LNA radio module is 321.8 m and the maximum distance of the nRF24L01 radio module is 7.35 m to maintain a stable data transfer. The designed architecture is successfully implemented and executed to transmit air temperature and humidity data and other required data between the sensor nodes and the central node. The maximum number of characters that can be sent and received by the nRF24L01 radio module is 28 characters. © The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024.

关键词： Hydroponics

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Metaheuristic Firefly and C5.0 Algorithms Based Intrusion Detection for Critical Infrastructures 3

Metaheuristic Firefly and C5.0 Algorithms Based Intrusion De...

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3rd international conference on Applied Artificial Intelligence (ICAPAI) - Human-Centric AI for the Digital Society

作者： Adeyiola, Afolabi Qudus Saheed, Yakub Kayode Misra, Sanjay Chockalingam, Sabarathinam Al Hikmah Univ Dept Comp Sci Ilorin Nigeria Ostfold Univ Coll Dept Comp Sci & Commun Halden Norway Inst Energy Technol Dept Risk & Secur Halden Norway

ISBN: (纸本)9798350328929

Wireless sensor Networks (WSN) are groups of stand-alone gadgets that typically feature one or more sensors (for example, light level, temperature), with relatively limited computing capabilities, and a wireless connection that enable interaction with a base station. Today, WSN is being implemented within critical infrastructures such as connected vehicles, drones, smart cities, smart grids, and surveillance systems. The major issue of WSN is that they are primarily focused on security issues linked to packet transfer across network's multiple sensor nodes. Intrusion detection is essential due to the growing importance of WSN security. To address this flaw in WSN, an effective wrapper feature selection founded on the Firefly algorithm (FFA) is developed for the selection of significant attributes in this paper. This wrapper-based feature selection solution reduces time consumption to a higher extent while also increasing the network's lifetime and scalability. In the first phase of this work, data preprocessing was performed with a minimum maximum normalization approach, subsequently, FFA was used for feature dimensionality reduction and C5.0 for the classification. The simulations were done using the UNSW-NB15 benchmark data, and the suggested firefly with C5.0 (FFA-05.0) has an accuracy of 98.7%.

关键词： Wireless sensor Networks Firefly Algorithm Intrusion Detection C5.0 Algorithm Minimum Maximum Normalization UNSW-NB15

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distributed Generation Based Design of Prescribed Degree Robust Wide Area Damping Controller for Inter-Area Oscillations in Power systems 3

Distributed Generation Based Design of Prescribed Degree Rob...

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3rd ieee international conference on Smart Technologies for Power, Energy and Control, STPEC 2023

作者： Prakash, Abhineet Saini, Priyesh Parida, S.K. Indian Institute of Technology Department of Electrical Engineering Patna801106 India

ISBN: (纸本)9798350304732

Due to amalgamation of large-scale distributed generations (DGs), low frequency oscillation (LFO) becomes the primary concern in power systems. Therefore, it becomes paramount to design wide area damping controller (WADC) to provide sufficient damping to LFO modes. To design WADC, the availability of all the states is required. However, practical power grid is similar to black-box system and to design such controllers, reconstruction of all the states is necessary. In this effort, an observer based prescribed degree robust WADC is proposed for DG integrated system to damp the critical LFO modes. Furthermore, the WADC parameters are tuned by Nyquist robustness assessment and loop transfer recovery (LTR). Geometric approach is utilized to find the suitable control location in DG system and wide-area signals. The efficacy of proposed WADC is demonstrated on a complex 16-machine, 68bus system, and its performance is also compared to conventional optimal control method. From the simulation results, it is evident that the proposed WADC for DG furnishes enhanced damping towards critical modes for broad operating scenarios. © 2023 ieee.

关键词： distributed generation low frequency oscillation observer robust control wide area damping control

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