Blar i Vitenskapelige publikasjoner (TN-IDE) på forfatter "Chunming, Rong"
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A secure user authentication protocol for sensor network in data capturing
Quan, Zhou; Chumning, Tan; Chunming, Rong; Xianghan, Zhen (Journal article; Peer reviewed, 2015-04)Sensor network is an important approach of data capturing. User authentication is a critical security issue for sensor networks because sensor nodes are deployed in an open and unattended environment, leaving them possible ... -
A Widespread Review of Smart Grids Towards Smart Cities
Farmanbar, Mina; Parham, Kiyan; Arild, Øystein; Chunming, Rong (Journal article; Peer reviewed, 2019-11)Nowadays, the importance of energy management and optimization by means of smart devices has arisen as an important issue. On the other hand, the intelligent application of smart devices stands as a key element in establishing ... -
Advancing Deep Learning to Improve Upstream Petroleum Monitoring
Heghedus, Cristina Viorica; Shchipanov, Anton; Chunming, Rong (Peer reviewed; Journal article, 2019)Data analytics is rapidly growing field in both academia and industry dealing with processing and interpreting large and complex data sets. It has got already many successful applications via advancing machine (ML) and ... -
Blockchain Based Transaction System with Fungible and Non-Fungible Tokens for a Community-Based Energy Infrastructure
Karandikar, Nikita Rajendra; Chakravorty, Antorweep; Chunming, Rong (Peer reviewed; Journal article, 2021-05)Renewable energy microgeneration is rising leading to creation of prosumer communities making it possible to extract value from surplus energy and usage flexibility. Such a peer-to-peer energy trading community requires a ... -
Blockchain-based prosumer incentivization for peak mitigation through temporal aggregation and contextual clustering
Karandikar, Nikita Rajendra; Abhishek, Rockey; Saurabh, Nishant; Zhao, Zhiming; Alexander, Lercher; Prodan, Radu; Chunming, Rong; Chakravorty, Antorweep (Peer reviewed; Journal article, 2021)Peak mitigation is of interest to power companies as peak periods may require the operator to over provision supply in order to meet the peak demand. Flattening the usage curve can result in cost savings, both for the power ... -
An Ensemble Approach for Multi-Step Ahead Energy Forecasting of Household Communities
Mehdipourpirbazari, Aida; Sharma, Ekanki; Chakravorty, Antorweep; Elmenreich, Wilfreid; Chunming, Rong (Peer reviewed; Journal article, 2021)This paper addresses the estimation of household communities' overall energy usage and solar energy production, considering different prediction horizons. Forecasting the electricity demand and energy generation of communities ... -
Fog Computing for Realizing Smart Neighborhoods in Smart Grids
Jaiswal, Rituka; Davidrajuh, Reggie; Chunming, Rong (Peer reviewed; Journal article, 2020-09)Cloud Computing provides on-demand computing services like software, networking, storage, analytics, and intelligence over the Internet (“the cloud”). But it is facing challenges because of the explosion of the Internet ... -
Green communication approach for the smart city using renewable energy systems
Hsu, Ching-Hsien; Eshwarappa, Nithin Melala; Chang, Wen-Thong; Chunming, Rong; Zhang, Wei-Zhe; Huang, Jun (Peer reviewed; Journal article, 2022)A smart city is an evolving Internet of Things (IoT) technique that links different digital gadgets via a network, offering several new services to the manufacturing and medical field to commerce. A smart city is an ... -
Household Power Demand Prediction Using Evolutionary Ensemble Neural Network Pool with Multiple Network Structures
Ai, Songpu; Chakravorty, Antorweep; Chunming, Rong (Peer reviewed; Journal article, 2019-02)The progress of technology on energy and IoT fields has led to an increasingly complicated electric environment in low-voltage local microgrid, along with the extensions of electric vehicle, micro-generation, and local ... -
Integrating big data and blockchain to manage energy smart grid - TOTEM framework
Therese Jose, Dhanya; Holme, Jørgen; Chakravorty, Antorweep; Chunming, Rong (Peer reviewed; Journal article, 2022)The demand for electricity is increasing exponentially day by day, especially with the arrival of electric vehicles. In the smart community neighborhood project, electricity should be produced at the household or community ... -
Introducing a New Toolbox for Theory of Connection
Davidrajuh, Reggie; Chunming, Rong (Peer reviewed; Journal article, 2020)These days, graphs and graph theory is being used for modelling, simulation, and performance analysis of many physical systems, as physical systems are becoming more and more connected. However, ca. 75 years ago, Gabriel ... -
OpenIaC: open infrastructure as code - the network is my computer
Chunming, Rong; Geng, Jiahui; Hacker, Thomas J.; Bryhni, Haakon; JAATUN, Martin Gilje (Peer reviewed; Journal article, 2022)Modern information systems are built fron a complex composition of networks, infrastructure, devices, services, and applications, interconnected by data flows that are often private and financially sensitive. The 5G networks, ... -
PSO-GA Based Resource AllocationStrategy for Cloud-Based SoftwareServices with Workload-Time Windows
Chen, Zheyi; Yang, Lijian; Huang, Yinhao; Chen, Xing; Zheng, Xianghan; Chunming, Rong (Peer reviewed; Journal article, 2020)Cloud-based software services necessitate adaptive resource allocation with the promise of dynamic resource adjustment for guaranteeing the Quality-of-Service (QoS) and reducing resource costs. However, it is challenging ... -
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images
Kanwal, Neel; Fuster Navarro, Saul; Khoraminia, Farbod; Zuiverloon, Tahlita C M; Chunming, Rong; Engan, Kjersti (Chapter, 2022)Histological tissue examination has been a longstanding practice for cancer diagnosis where pathologists identify the presence of tumors on glass slides. Slides acquired from laboratory routine may contain unintentional ... -
Short-Term Load Forecasting Using Smart Meter Data: A Generalization Analysis
Mehdipourpirbazari, Aida; Farmanbar, Mina; Chakravorty, Antorweep; Chunming, Rong (Peer reviewed; Journal article, 2020-04)Short-term load forecasting ensures the efficient operation of power systems besides affording continuous power supply for energy consumers. Smart meters that are capable of providing detailed information on buildings ... -
Triangulum City Dashboard: An Interactive Data Analytic Platform for Visualizing Smart City Performance
Farmanbar, Mina; Chunming, Rong (Peer reviewed; Journal article, 2020-02)Cities are becoming smarter by incorporating hardware technology, software systems, and network infrastructure that provide Information Technology (IT) systems with real-time awareness of the real world. What makes a “smart ...