Deep learning based optimal energy management for …
Smart homes with energy storage systems (ESS) and renewable energy sources (RES)-known as home microgrids-have become a critical enabling technology for …
Massive MIMO based beamforming by optical multi-hop communication with energy efficiency for smart grid IoT 5G application
Massive MIMO (multiple input, multiple output) network-based beamforming analysis and network energy efficiency are the goals of this study. The proposed model uses optical multi-hop communication and a single cell encoder-based hybrid convolutional outlier
Energy storage | Nature Communications
High-entropy ceramic dielectrics show promise for capacitive energy storage but struggle due to vast composition possibilities. Here, the authors propose a generative learning approach for finding ...
Dynamic tuning of optical absorbers for accelerated …
Currently, solar-thermal energy storage within phase-change materials relies on adding high thermal-conductivity fillers to improve the thermal-diffusion-based charging rate, which often leads to ...
Integrated Photovoltaic Charging and Energy Storage Systems: …
In this review, a systematic summary from three aspects, including: dye sensitizers, PEC properties, and photoelectronic integrated systems, based on the …
Portable and wearable self-powered systems based on emerging energy harvesting technology …
A self-powered system based on energy harvesting technology can be a potential candidate for solving the problem of supplying power to electronic devices. In this review, we focus ...
Artificial Intelligence in Optical Communications: From Machine …
Techniques from artificial intelligence have been widely applied in optical communication and networks, evolving from early machine learning (ML) to the recent deep learning (DL). This paper focuses on state-of-the-art DL algorithms and aims to highlight the contributions of DL to optical communications. Considering the characteristics of ...
Electronic textiles for energy, sensing, and communication
Summary. Electronic textiles (e-textiles) are fabrics that can perform electronic functions such as sensing, computation, display, and communication. They can enhance the functionality of clothing in a variety of convenient and unobtrusive ways, thus have garnered significant research and commercial interest in applications ranging from …
Energy Storage in Communications & Data Center Infrastructures …
This multidisciplinary paper especially focusses on the specific requirements onto energy storage for communications and data storage, derived from traffic, climate, high availability, and resilience, irrespective from energy sources used.
(PDF) A Survey of Optical Fiber Communications: Challenges and Process…
The optic fiber communication system is an. essential infrastructure for the networks of. worldwide broadband [1]. The optical fibers. provide massive and unique transmission. bandwidth with ...
Optical Communications
Optical communications use light as a means of transmitting information over long distances. Within the context of NASA, optical communications technology sends data across space using lasers instead of radio frequencies. Space Communications and Navigation (SCaN) will use optical transceivers both on the ground and in space to …
Generative learning facilitated discovery of high-entropy ceramic dielectrics for capacitive energy storage
High-entropy ceramic dielectrics show promise for capacitive energy storage but struggle due to vast composition possibilities. Here, the authors propose a generative learning approach for finding ...
Photonics for artificial intelligence and neuromorphic computing
Abstract. Research in photonic computing has flourished due to the proliferation of optoelectronic components on photonic integration platforms. Photonic integrated circuits have enabled ultrafast ...
The Highways of Light: How Optical Fiber Works
Light entering the fiber core through one end at the correct critical angle will bounce back whenever it reaches the boundary between the core and the cladding. This behavior effectively traps light inside the core, allowing the light pulses to propagate through the fiber with minimal loss over long distances.
Smart textile lighting/display system with multifunctional fibre devices for large scale smart home and IoT applications | Nature Communications
Breakthroughs in materials 1,2,3,4,5,6 and process development 7,8,9,10,11 have enabled emerging smart textiles technologies based on electronics with new form factors. Unlike flexible electronics ...
Integration of energy storage system and renewable energy …
Energy storage technology can quickly and flexibly adjust the system power and apply various energy storage devices to the power system, thereby providing …
Artificial Intelligence Assisted Enhanced Energy Efficient Model for Device-to-Device Communication …
Device-to-device (D2D) communications promise spectral and energy efficiency, total system capacity, and excellent data rates. These improvements in network performance led to much D2D research, but it revealed significant difficulties before their full potential could be realized in 5G networks. D2D communication in 5G networks can …
Intelligent-Telecom-Energy-Storage
Intelligent Telecom Energy Storage. Drawing on an insight into future network evolution, and leveraging battery technology, network communications, power electronics, …
Sensors | Free Full-Text | Fiber Optic Sensing Technologies for Battery Management Systems and Energy Storage Applications …
Applications of fiber optic sensors to battery monitoring have been increasing due to the growing need of enhanced battery management systems with accurate state estimations. The goal of this review is to discuss the advancements enabling the practical implementation of battery internal parameter measurements including local …
Recent progress in electro-optic polymer for ultra-fast communication …
The electro-optical modulator is based on the optical signal modulation which is an indispensable device in optical communication. In order to meet the rapid conversion of electro-optical signals, the requirements of attaining electro-optical modulators are getting higher and higher. The explicit requirements are as follows: 1) Low …
Chapter 12: Optical Communications
Thus the minimum time for full energy release lies between one and two transit times τ of the laser, depending on its gain; τ = L/c'' = 2L/c = 6.7×10-12. Lower laser gains may require many transit times before all atoms are stimulated …
Inference in artificial intelligence with deep optics and photonics
Recent work on optical computing for artificial intelligence applications is reviewed and the potential and challenges of all ... In 2019 Optical Fiber Communications Conference and Exhibition ...
A seamlessly integrated device of micro-supercapacitor and wireless charging with ultrahigh energy density and capacitance | Nature Communications
Miniaturized energy storage devices with flexibility and portability have become increasingly important in the development of next-generation electronics 1,2,3,4,5.Generally, it still needs to ...
Energy Intelligence: The Smart Grid Perspective | SpringerLink
Smart grids enable a two-way data-driven flow of electricity, allowing systematic communication along the distribution line. Smart grids utilize various power sources, automate the process of energy distribution and fault identification, facilitate better power usage, etc. Artificial Intelligence plays an important role in the management of ...
Integrated Photonic Neuromorphic Processor Enabled Intelligent, Energy-Efficient Signal Processing for the Next-Generation Communication …
This project proposes to develop such solutions by investigating. a novel integrated photonic neuromorphic processor, which leverages the strengths of intrinsic properties of photonics, deep learning architectures, and integrated photonic technologies. Our approach promises to bring 10x higher energy efficiency and 1000x less processing latency.
Managing energy infrastructure to decarbonize industrial parks in China | Nature Communications
By integrating the five measures to decarbonize the energy infrastructure in the 1604 Chinese industrial parks, the cumulative GHG mitigation potential during their remaining lifetime in the ...
3 Communications, Information Processing, and Data Storage | Optics …
processing, and storage and indicates key directions for the future for optics in these fields. Communications Optical communications networks provide the underlying high-capacity, ubiquitous connectivity that underpins the global Internet. Figure 3.1 characterizes the growth of communication and computing between 1986 and 2007, based on a broad …
Optimisation methods for dispatch and control of energy storage …
From the mathematical point of view, energy storage dispatch and control give rise to a sequential decision-making process involving uncertain parameters and …
Orbital angular momentum optical communications enhanced by artificial intelligence …
Angular momentum of light can be divided into spin angular momentum and orbital angular momentum (OAM). Due to the theoretically unlimited orthogonal states, the physical dimension of OAM provides a potential solution to boost the information capacity. The OAM multiplexing and modulation techniques have been implemented to meet the …
A review of technologies and applications on versatile energy storage …
Abstract. The composition of worldwide energy consumption is undergoing tremendous changes due to the consumption of non-renewable fossil energy and emerging global warming issues. Renewable energy is now the focus of energy development to replace traditional fossil energy. Energy storage system (ESS) is playing a vital role in …
Enhancing large-scale business models for 5G energy storage …
This study focuses on modeling the charging and discharging processes of electrochemical storage and explores income scenarios through "stack value" …
Multiuser Data Transmission Aided by Simultaneous Transmit and Reflect Reconfigurable Intelligent Surface in Underwater Wireless Optical ...
Recent research in the wireless communications field has focused on the reconfigurable intelligent surface (RIS), which can enhance energy and spectrum efficiency by reconfiguring radio waves to propagate in a specific direction. In this study, we applied the simultaneous transmit and reflect (STAR)-RIS to an underwater wireless optical …
SCI（2022-2023）
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Entropy | Free Full-Text | A Survey of Hybrid Free Space Optics (FSO) Communication …
Increased capacity, higher data rate, decreased latency, and better service quality are examples of the primary objectives or needs that must be catered to in the near future, i.e., fifth-generation (5G) and beyond. To fulfil these needs, cellular network design must be drastically improved. The 5G cellular network design, huge multiple-input …
