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Fuzzy -Random Forest Predictive Models for Improvement of Sugarcane Yield and Quality 5

Fuzzy -Random Forest Predictive Models for Improvement of Su...

引用

5th IEEE international conference on advances in Electrical, computing, communication and Sustainable Technologies, ICAECT 2025

作者： Gowri Shankar, D. Jayaparvathy, R. Sri Sivasubramaniya Nadar College of Engineering Department of Electrical and Electronics Engineering Chennai India

ISBN: (纸本)9798350356236

India is an important agricultural country and one in which sugarcane is so important as an agricultural crop because it is used to produce sugar, ethanol and bioenergy. Cultivation of this species is a major economic contributor, most particularly in Tamil Nadu, which is very important to national output. This study examines the relationship of meteorological parameters and soil conditions on the occurrence of pests and crop performance in order to increase sugar cane yield. Using predictive modeling and data analytics, the study examines historical meteorological and agricultural data from four different regions: Erode, Tiruvallur, Villupuram and Chittoor. Significant regional differences are shown with median production and quality scores, with Erode at 80 tons per hectare and 85 quality, and Tiruvallur at the lowest 50 tons per hectare. It underscores that region specific techniques specially customized for specific environmental difficulties (e.g. pest management and irrigation) are required. Consequences include targeted recommendations for improving crop outcomes and susceptibility to variability in climate, to facilitate the development of precision farming projects for sustainable sugarcane production. © 2025 IEEE.

关键词： Insect control

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Particle Swarm Optimization Based control of a Differential Drive Mobile Wheeled Robot 14

Particle Swarm Optimization Based Control of a Differential ...

引用

14th international conference on computing communication and networking Technologies, ICCCNT 2023

作者： Sonowal, Arpita Rani, Asha Singh, Vijander Netaji Subhas University of Technology Department of Electrical Engineering New Delhi Dwarka India Netaji Subhas University of Technology Department of Electrical Engineering and Instrumentation and Control Engineering New Delhi Dwarka India

ISBN: (纸本)9798350335095

This work aims at the efficient control of a mobile robot using optimised PID controller. The two DC motors are controlled precisely which in turn regulate the movement of the robot. Numerous techniques have been developed to enhance the PID control strategy applied to linear and non-linear systems. In this work, first the actuator model of the mobile robot is simulated and then the optimal computation techniques i.e., Simulated Annealing (SA), Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) are considered to tune the gains of PID controller. ITAE is considered as the objective function for optimization. The comparative study reveals that PSO tuned PID provides the least ITAE and is thus used for the mobile robot. The velocity plots are analysed for various positions of wheels. The motion characteristics for different paths are also analysed which justify the effectiveness of the PSO-PID controller over the other considered techniques. © 2023 IEEE.

关键词： Soft computing

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Remote Monitoring and control of Agricultural Systems Using IoT and Machine Learning 3

Remote Monitoring and Control of Agricultural Systems Using ...

引用

international conference on advances in computing, communication and Applied Informatics (ACCAI)

作者： Raj, G. Bhupal Mohan, Chinnem Rama Karthik, A. Nagpal, Amandeep Laxmi, Ms Vijay Asha, V SRUniv Sch Agr Warangal Telangana India Narayana Engn Coll Dept Comp Sci & Engn Nellore 524004 Andhra Pradesh India Inst Aeronaut Engn Hyderabad India Lovely Profess Univ Phagwara India Maharishi Markandeshwar Univ Ambala India New Horizon Coll Engn Dept Comp Applicat Bangalore Karnataka India

ISBN: (纸本)9798350389432;9798350389449;9798350389456

Cutting-edge technology is essential to improve resource use, output, and farming methods to meet climate change and other needs. This research uses IoT and machine learning to remotely track and operate agricultural *** Internet of Things (IoT) lets several sensors strategically placed around the farm collect data simultaneously. These sensors assess temperature, humidity, and soil wetness, which determine crop health. The data is wirelessly delivered from a central location to a designated area for processing and *** learning is used to interpret data. These algorithms can improve irrigation schedules, predict food yields, diagnose diseases, and offer insect control alternatives. Machine learning (ML) models improve by learning from data and adapting to environmental *** system allows remote farming monitoring using actuators and automated tools. An easy-to-use interface on desktops or mobile devices allows agricultural experts utilise machine learning models to regulate insecticides, modify irrigation water, and start harvesting *** proposed technology improves farming productivity, durability, resource efficiency, and cost. It encourages farmers to make sensible decisions and manage their resources to better address environmental *** conclude, Machine Learning and the Internet of Things could considerably improve farming system remote monitoring and control. The development of new technologies in this field is crucial to its long-term success and ability to provide for future generations.

关键词： Remote Monitoring control Systems Agricultural IoT Precision Agriculture Machine Learning Sensor Networks Data Analytics

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A Robust control Framework for Ensuring Stability and Efficiency in Microgrid Integration 4

A Robust Control Framework for Ensuring Stability and Effici...

引用

4th international conference on advances in Electrical, computing, communication and Sustainable Technologies, ICAECT 2024

作者： Baghel, Rahul Sahu, Rajendra Kumar Sharma, Nimmi Manju Kumar, Santosh Gupta, Pritha Kalinga University Department of Ee Chhattisgarh Raipur India Government Engineering College Department of Ee Bihar Jehanabad India Gaya College of Engineering Department of Eee Bihar India Bhilai Institute of Technology Department of Ee Chhattisgarh Durg India

ISBN: (纸本)9798350343670

Microgrid integration presents special difficulties for reliable and effective operation, which calls for the creation of complex control systems. This article explains how to create and put into place a reliable control system using MATLAB/Simulink, enabling a microgrid to run smoothly and integrate steadily. The key issues that the proposed control strategy addresses are power quality, smooth transitions between grid-connected and islanded modes, and voltage and frequency stability. This study compares the levels of self-consumption PV systems both with and without energy storage based on batteries. It also compares a baseline load profile - which does not employ load-shifting - with four other load-shifting load profiles. The simulation results demonstrate how well the proposed control system responds to grid fluctuations, shocks, and dynamic changes. The adaptability of the system to various operating scenarios is highlighted by evaluating its capacity to maintain stable operation under both normal and transient conditions. The research also investigates how the control system might improve the robustness of the Microgrid and its capacity to smoothly incorporate renewable energy sources. By providing insights into the design concepts and tactics that enable stable integration and smooth operation, the work presented advances microgrid control systems. © 2024 IEEE.

关键词： control System Design Grid Integration Renewable Energy Integration Resilience Stability

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Peak Load Truncation From Consumer End: A Responsive Temperature control Method of an Air Conditioner

Peak Load Truncation From Consumer End: A Responsive Tempera...

引用

2024 international conference on advances in computing, communication, Electrical, and Smart Systems, iCACCESS 2024

作者： Rahman, Md. Shahidur Al-Amin Shohag, S.M. Siddiqui, Sobia Saha, Joy Mozumder, Prapty Shahjalal, Md. University of Liberal Arts Bangladesh Department of Eee Dhaka1207 Bangladesh Department of Eee Dhaka1207 Bangladesh

ISBN: (纸本)9798350350289

To cope with the uprising global demand of electricity, it is crucial to implement energy saving methods from the consumer end. Increasing electricity production is limited by the availability of fuel and other resources, which is not a feasible approach without increasing the efficiency of the system. This work proposes an energy saving method for air conditioning systems through controlling the set temperature, which can be implemented by the consumer and can effectively reduce energy demand during the peak hours and in case of other demand response (DR) events. A responsive temperature control for air conditioning systems has been proposed in this work along with hardware implementation in a miniaturized model. The results show 15.6 % overall energy savings during peak hours for the simulation conditions, along with 8.3 % energy savings by the air conditioning unit per °C increase in set temperature. Challenges include implementing the proposed system in real life scenario and integrating the system in existing air conditioning systems. © 2024 IEEE.

关键词： Air conditioning

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Eco-Connect: Examining Consumer Behavior and Sustainability in E-Commerce 4

Eco-Connect: Examining Consumer Behavior and Sustainability ...

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4th international conference on Power, control and computing Technologies, ICPC2T 2025

作者： Sai, Koraboina Sumith Reddy, Dubba Manjunatha Pradhan, Simran Angayarkanni, S.A. Rajaram, V. Balakiruthiga, B. Department of Networking and Communication SRM Institute of Science and Technology Chennai India

ISBN: (纸本)9798331530402

This research explores the intersection of trust, perceived risk, and sustainability in shaping consumer behavior when purchasing health products online. The study examines how e-commerce platforms can better cater to the growing demand for eco-friendly health products while addressing consumer concerns related to trust and risk. The findings indicate that trust remains a major determinant in consumers' decisions to purchase health products online, with perceived risk, particularly in terms of product authenticity and online payment security, also playing a significant role. Furthermore, consumers are increasingly concerned about the sustainability of the products they buy, with eco-labels and clear information about eco-friendly products influencing purchasing decisions. The study highlights the need for e-commerce platforms to prioritize security, transparency, and ecofriendliness to attract and retain consumers. © 2025 IEEE.

关键词： Marketplaces

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A mathematical model for compiling an optimal examination timetabling in a higher education institution 14

A mathematical model for compiling an optimal examination ti...

引用

14th international conference on computing communication and networking Technologies, ICCCNT 2023

作者： Rashidova, Fatme Rashidov, Aldeniz Technical University of Gabrovo Department of Automation Information and Control Systems Gabrovo Bulgaria

ISBN: (纸本)9798350335095

Examination timetabling (ET) is a complex multi-criteria task that cannot be solved with a precise method or algorithm. In each higher education institution (HEI) this problem is solved individually depending on the organization of the conducted education. A mathematical model is proposed for compiling an optimal examination timetabling in higher education institutions. All the parameters - control, resource, uncertain (with incomplete information), disturbance and target parameters of the mathematical model that determine the quality of the ET are considered. The large number of ET quality metrics is a prerequisite to consider different optimal ET solutions and to use the strategies to search for compromise optimal timetables. The agents' satisfaction is of particular importance in the optimal ET decision. A structure for optimal quality control of the learning process is proposed, which includes the role of optimal ET. The basic requirements for the composition of ET in HEI are defined. Based on this model, flexible and adaptable systems can be built to compose an optimal ET to meet the needs of a specific HEI. © 2023 IEEE.

关键词： Quality control

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Enhancing Patients Privacy in Healthcare Records with Blockchain Technology 15

Enhancing Patients Privacy in Healthcare Records with Blockc...

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15th international conference on computing communication and networking Technologies, ICCCNT 2024

作者： Chaudhari, Archana Kedar Mahajan, Prasad Prabhakar Jadhav, Viraj Anil Kudtarkar, Raj Rajaram Vishwakarma Institute of Technology Department of Instrumentation and Control Engineering Pune India

ISBN: (纸本)9798350370249

Healthcare record administration faces many obstacles, including data manipulation, security vulnerabilities, and the risks associated with centralized storage. To securely store and manage health records, we provide an innovative system that uniquely combines blockchain technology with the Interplanetary File System (IPFS). In contrast to conventional methods, our strategy makes use of a private blockchain network that was created in collaboration with Ganache to establish a decentralized ledger that guarantees data integrity and immutability for each and every transaction through cryptographic security. This system is unique in that it uses IPFS for decentralized file storage, which makes it possible to distribute and retrieve big medical records quickly and efficiently while safeguarding sensitive data from single-point failures. Our front-end interface, created with Bootstrap, HTML, CSS, and JavaScript, offers a user-friendly experience for both patients and healthcare professionals. Furthermore, the blockchain network and IPFS are smoothly integrated into our ***-built backend. The shortcomings of traditional health record management systems are addressed by this special combination, which improves security, accessibility, and transparency. Our technology protects the security and confidentiality of sensitive medical data while promoting interoperability and collaboration among healthcare stakeholders. © 2024 IEEE.

关键词： Electronic health record

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Empowering Dairy Farmers IoT Milk Quality Monitoring Devices 3

Empowering Dairy Farmers IoT Milk Quality Monitoring Devices

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international conference on advances in computing, communication and Applied Informatics (ACCAI)

作者： Manikandababu, C. S. Prakash, Surya P. Vaishnavi, V. Siddharth, S. Sri Ramakrishna Engn Coll Dept ECE Coimbatore Tamil Nadu India

ISBN: (纸本)9798350389432;9798350389449;9798350389456

Dairy farming faces challenges with traditional manual milk quality monitoring systems since it's time-consuming and prone to errors. In response, the study presents a novel IoT-based milk quality monitoring system. In real-time, the device uses strategically positioned sensors to monitor essential characteristics like fat content, acidity levels, and microbial contamination. With wireless data transfer and central processing, the system provides timely feedback and alarms, allowing proactive intervention to maintain quality requirements. Machine learning (ML) algorithms improve the system's ability to detect quality abnormalities, resulting in accurate and fast alerts for dairy producers. Compared to manual systems, the results show significant improvements in efficiency and specific quality parameters, including higher accuracy (95%), precision (92%), sensitivity (94%), specificity (96%), lower contamination levels (10 CFU/ml), and improved fat content (3.8%) and acidity (0.15%) measurements. The IoT-based method provides dairy producers a cost-effective, scalable, and dependable solution for optimizing milk production operations and preserving product integrity.

关键词： Dairy farming Milk quality monitoring IoT devices Real-time monitoring Efficiency Cost-effectiveness Decision-making Quality control Industry standards

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Requirements and Challenges in the Configuration of a Real-Time Node for OPC UA Publish-Subscribe communication 29

Requirements and Challenges in the Configuration of a Real-T...

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29th international conference on Mechatronics and Machine Vision in Practice (M2VIP)

作者： Neumann, Rebekka von Arnim, Christian Neubauer, Michael Lechler, Armin Verl, Alexander Univ Stuttgart Inst Control Engn Machine Tools & Mfg Units ISW Stuttgart Germany

ISBN: (纸本)9798350325621

Factory automation is evolving from a hierarchical structure towards an interconnected architecture in which systems at different levels can communicate seamlessly with each other. This requires an appropriate replacement of proprietary fieldbus systems in the automation sector. A promising solution to implement cross-plane end-to-end real-time capable communication between computing nodes is proposed in literature. The usage of Open Platform communication Unified Architecture (OPC UA) as the information model with the Publish-Subscribe (PubSub) communication mechanism in combination with Time Sensitive networking (TSN) is presented to fulfill the requirements for message transmission. In contrast to the state of the art of configuring fieldbus systems, the configuration of such a real-time communication node has to be done manually. This process is complex, as deep knowledge in different domains is required. In this work we elaborate the requirements for such a communication node and present the resulting implementation challenges, which can be used as the basis for a configuration tool.

关键词： OPC UA PubSub real-time communication computing node

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