FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384204035> ?p ?o ?g. }

• W4384204035 endingPage "700" @default.
• W4384204035 startingPage "680" @default.
• W4384204035 abstract "Abstract Initiatives to minimise battery use, address sustainability, and reduce regular maintenance have driven the challenge to use alternative power sources to supply energy to devices deployed in Internet of Things (IoT) networks. As a key pillar of fifth generation (5G) and beyond 5G networks,IoT is estimated to reach 42 billion devices by the year 2025. Thermoelectric generators (TEGs) are solid state energy harvesters which reliably and renewably convert thermal energy into electrical energy. These devices are able to recover lost thermal energy, produce energy in extreme environments, generate electric power in remote areas, and power micro‐sensors. Applying the state of the art, the authorspresent a comprehensive review of machine learning (ML) approaches applied in combination with TEG‐powered IoT devices to manage and predict available energy. The application areas of TEG‐driven IoT devices that exploit as a heat source the temperature differences found in the environment, biological structures, machines, and other technologies are summarised. Based on detailed research of the state of the art in TEG‐powered devices, the authors investigated the research challenges, applied algorithms and application areas of this technology. The aims of the research were to devise new energy prediction and energy management systems based on ML methods, create supervised algorithms which better estimate incoming energy, and develop unsupervised and semi‐supervised approaches which provide adaptive and dynamic operation. The review results indicate that TEGs are a suitable energy harvesting technology for low‐power applications through their scalability, usability in ubiquitous temperature difference scenarios, and long operating lifetime. However, TEGs also have low energy efficiency (around 10%) and require a relatively constant heat source." @default.
• W4384204035 created "2023-07-14" @default.
• W4384204035 creator A5032613166 @default.
• W4384204035 creator A5042254735 @default.
• W4384204035 creator A5053909408 @default.
• W4384204035 creator A5067794024 @default.
• W4384204035 creator A5081493653 @default.
• W4384204035 creator A5092464104 @default.
• W4384204035 date "2023-07-12" @default.
• W4384204035 modified "2023-09-26" @default.
• W4384204035 title "Thermoelectric energy harvesting for internet of things devices using machine learning: A review" @default.
• W4384204035 cites W1896252283 @default.
• W4384204035 cites W1976639218 @default.
• W4384204035 cites W1988502012 @default.
• W4384204035 cites W1998129292 @default.
• W4384204035 cites W2001462346 @default.
• W4384204035 cites W2003560271 @default.
• W4384204035 cites W2082409063 @default.
• W4384204035 cites W2182132145 @default.
• W4384204035 cites W2182257505 @default.
• W4384204035 cites W2338886149 @default.
• W4384204035 cites W2460477773 @default.
• W4384204035 cites W2469734051 @default.
• W4384204035 cites W2594758347 @default.
• W4384204035 cites W2756881949 @default.
• W4384204035 cites W2783113687 @default.
• W4384204035 cites W2786496015 @default.
• W4384204035 cites W2792863340 @default.
• W4384204035 cites W2793401844 @default.
• W4384204035 cites W2805437346 @default.
• W4384204035 cites W2811477174 @default.
• W4384204035 cites W28161304 @default.
• W4384204035 cites W2883233062 @default.
• W4384204035 cites W2883760536 @default.
• W4384204035 cites W2883787252 @default.
• W4384204035 cites W2885114670 @default.
• W4384204035 cites W2888222253 @default.
• W4384204035 cites W2889186915 @default.
• W4384204035 cites W2890326640 @default.
• W4384204035 cites W2909280144 @default.
• W4384204035 cites W2920583492 @default.
• W4384204035 cites W2923093514 @default.
• W4384204035 cites W2944026361 @default.
• W4384204035 cites W2952995973 @default.
• W4384204035 cites W2963547335 @default.
• W4384204035 cites W2963592376 @default.
• W4384204035 cites W2965827431 @default.
• W4384204035 cites W2968079671 @default.
• W4384204035 cites W2971861295 @default.
• W4384204035 cites W2979605361 @default.
• W4384204035 cites W2990331914 @default.
• W4384204035 cites W2990389401 @default.
• W4384204035 cites W2997116687 @default.
• W4384204035 cites W3000360915 @default.
• W4384204035 cites W3005206225 @default.
• W4384204035 cites W3005489965 @default.
• W4384204035 cites W3005739096 @default.
• W4384204035 cites W3007087469 @default.
• W4384204035 cites W3007570962 @default.
• W4384204035 cites W3009439247 @default.
• W4384204035 cites W3023078864 @default.
• W4384204035 cites W3025398217 @default.
• W4384204035 cites W3041901568 @default.
• W4384204035 cites W3041904502 @default.
• W4384204035 cites W3041908919 @default.
• W4384204035 cites W3043044535 @default.
• W4384204035 cites W3045547628 @default.
• W4384204035 cites W3046427936 @default.
• W4384204035 cites W3048403049 @default.
• W4384204035 cites W3049184217 @default.
• W4384204035 cites W3097451583 @default.
• W4384204035 cites W3103709470 @default.
• W4384204035 cites W3103771875 @default.
• W4384204035 cites W3109129044 @default.
• W4384204035 cites W3109297784 @default.
• W4384204035 cites W3110036104 @default.
• W4384204035 cites W3110396768 @default.
• W4384204035 cites W3118569171 @default.
• W4384204035 cites W3118679523 @default.
• W4384204035 cites W3119783884 @default.
• W4384204035 cites W3129905458 @default.
• W4384204035 cites W3147806851 @default.
• W4384204035 cites W3148941364 @default.
• W4384204035 cites W3156198791 @default.
• W4384204035 cites W3157029929 @default.
• W4384204035 cites W3159214447 @default.
• W4384204035 cites W3161118903 @default.
• W4384204035 cites W3163480113 @default.
• W4384204035 cites W3165054660 @default.
• W4384204035 cites W3167982873 @default.
• W4384204035 cites W3176332112 @default.
• W4384204035 cites W3184528819 @default.
• W4384204035 cites W3189441600 @default.
• W4384204035 cites W3194296673 @default.
• W4384204035 cites W3194824107 @default.
• W4384204035 cites W3196516908 @default.
• W4384204035 cites W3196598880 @default.
• W4384204035 cites W3197870151 @default.

• next