53 datasets

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

Low-voltage cable selection is often treated as an ampacity problem, although a final cable size is the result of several independent constraints. A cable may satisfy current-carrying capacity and still fail protective-device coordination, voltage drop, short-circuit thermal withstand, automatic disconnection under the minimum fault current, or conductor-specific requirements. This report presents

ZivaHub + Deakin Research Online + DMU Figshare2026 · dataset

PACT Artifact Workspace<p dir="ltr">This repository contains the PACT post-route FPGA checkpoint optimization agent, the Vivado and RapidWright MCP servers it drives, and the optimization knowledge base.</p><p dir="ltr">The 35 benchmark DCPs are included through Git LFS; proprietary FPGA tools are not included.</p><h2 dir="ltr">Layout</h2><ul><li><code>FDAgents/</code>: agent, typed skills, recipe

ZivaHub2026 · dataset

<p dir="ltr">These photographs show the roadside vegetation in Middle Hut Road Doreen on 28 January 2026. </p><p dir="ltr">The images show rank (dry, ready to burn), Phalaris grass up to two metres high. </p><p dir="ltr">This roadside is designated a strategic fire management road<a href="#_ftn1" target="_blank">[1]</a> by Nillumbik council. </p><p dir="ltr">At this point more than two months afte

ZivaHub2026 · dataset

<p dir="ltr">A consolidated monograph on pairing a battery with a supercapacitor (electric double-layer capacitor) and on the patented Hybrid Power Pack architecture (US 10,523,019 B2 and family). It brings together the author's earlier preprints on this subject and adds new chapters.</p><p><br></p><p dir="ltr">It covers the physics of the two stores and their time scales; how a load current divid

ZivaHub + HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr">This dataset contains one year of outdoor meteorological and photovoltaic electricity-generation records collected at Xi’an Jiaotong University, Xi’an, China, from 15 September 2024 to 14 September 2025. The Excel workbook contains two worksheets:1. “Meteorological data” contains the available hourly records of solar irradiance (W m−2), wind direction (degrees), wind speed (m s−1), am

ZivaHub2026 · dataset

<p dir="ltr">Policy Context: The electricity system in Great Britain is being reshaped by renewable deployment, electrification, digitalisation and Clean Power 2030. Connection delays and regional congestion pose risks to Net Zero delivery, economic growth and energy security. Ofgem’s ED3 guidance now explicitly includes hosting capacity within DSO network visibility, forecasting and data-sharing

ZivaHub2026 · dataset

<p dir="ltr">Accurate short-term forecasting of solar photovoltaic (PV) power is vital for the reliable operation and resilience of critical energy infrastructure but remains challenging due to seasonal variability and transitional weather patterns. This paper proposes a seasonal Mixture of Experts (MoE) framework that integrates season-specialized Long Short-Term Memory (LSTM) experts with a cont

ZivaHub2026 · dataset

<p dir="ltr">Background. Electrification is asking a single battery to do two different jobs at once: to hold energy for hours and to deliver or absorb bursts of power in seconds. Electric car sales exceeded 17 million worldwide in 2024, and every one of those vehicles, like every start–stop engine, telecom site and solar-plus-storage installation, presents its battery with a load that is part ste

HKU DataHub + figshare + Loughborough Research Repository + UP Research Data Repository2026 · Astronomical catalogue

<p dir="ltr"><a href="https://otohom.com/" target="_blank" rel="noreferrer">Smart home and hotel automation</a> solutions are transforming how energy is monitored, controlled, and consumed. By integrating smart lighting, climate control, occupancy sensors, and connected appliances, automation systems can reduce unnecessary energy usage while maintaining comfort and convenience. In homes, smart the

HKU DataHub + figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">This study presents an optimal scheduling for improving the resilience of reconfigurable electrical distribution networks (EDN) using resilient microgrids against high impact, low probability (HILP) events. EDN are modeled considering physical constraints such as optimal reconfigurable AC power flow and high penetration of innovative distributed energy. On the other hand, resilient mi

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">Advanced metering infrastructure (AMI) relies on continuous communication among smart meters, gateways, routers, and utility monitoring systems, increasing exposure to distributed denial-of-service (DDoS) traffic. This study presents a system-level intrusion-detection methodology integrating coverage-aware sensor placement with leakage-controlled gradient-boosted classification. The c

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr"><code>Supplementary material for “LLM-SEA: Announcement-Conditioned Probabilistic Forecasting of Aggregated EV Fast-Charging Demand.” The file provides the input protocol, data-construction summary, target-conditioned announcement schema, selected numerical and adapter settings, and extended evaluation tables reported in the manuscript.</code></p>

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">Doctrine OS V2 - Master Repository & Verification Quickstart DOI: 10.6084/m9.figshare.33966934 Certification: ISO 26262 ASIL-D / IEC 61508 SIL 4 Status: 86/86 PASSED 100% | TRAPPED <0.085us | VERIFIED | LOCKED V2 Master Verification Bundle (5 Pages): Page 1-2: Frama-C Eva & WP - 0 Runtime Exceptions - PROVED 100% Page 3: ARM Cortex-M MPU - Region 1 0x20000000 ASIL-D Priv RW XN / Regio

figshare + Loughborough Research Repository2026 · Astronomical catalogue

<p dir="ltr">DOCTRINE OS - V1 ARCHIVE - SUPERSEDED STATUS: Metadata record only. All 7 files removed 22/09/2026 to protect commercial IP for £2.5m raise. This V1 is superseded by V2 (private draft). This record exists for timestamp/citation only. No technology transfer implied. Failsafe logic: 30/30 full-closed by physics - Gate oxide breakdown verified - ASIL-D ready - 98.7% coverage - No softwar

figshare2026 · Astronomical catalogue

<p dir="ltr">This dataset provides building- and district-scale solar energy potentials, lifecycle carbon emission breakdowns (including manufacturing, maintenance, transportation, and decommissioning), multi-scenario financial paybacks (under lower caoex at HK$30,000/kW and higher capex at HK$50,000/kW) and carbon paybacks, and their potential contributions to local decarbonization targets.</p>

figshare2026 · Astronomical catalogue

<p dir="ltr">Load frequency control of multi-area multi-source interconnected power system using new controllers</p>

figshare2026 · Astronomical catalogue

<p dir="ltr">This dataset contains photoplethysmography (PPG)-based heart rate measurements collected for the development and evaluation of a low-cost heart rate monitoring system. The dataset includes PPG signals acquired using a pulse sensor and corresponding heart rate measurements obtained from a Rossmax pulse oximeter as the reference device. Data were collected under different physiological

figshare2026 · Astronomical catalogue

<p dir="ltr">Reproducibility materials for the manuscript "Incentive-Aware Deep-Learning-Based Residential Load Forecasting and Dynamic Demand Response Strategy Optimization With Large-Scale User Data" (Manuscript ID 6597722), submitted to the International Journal of Energy Research. This record provides the publicly releasable components supporting the study, including aggregate, event-level, an

figshare2026 · Astronomical catalogue

<p dir="ltr">This dataset includes all the measurements resulting from a <u>spectroscopy characterization and life testing campaign</u> carried out on Li-ion batteries considering:</p><p dir="ltr">· A fast discharge rate of 4C (i.e., 10 A) and a fast charge rate of 1.6C (i.e., 4 A).</p><p dir="ltr">· A total of 400 cycles.</p><p dir="ltr">· EIS measurements acquired each cycle at 100% of the State

figshare2026 · Astronomical catalogue

<p dir="ltr">This is an Appendix for Reliability-oriented Multi-timescale Energy Management of Antarctic Integrated Energy System Based on Multi-Criterion Distance Clustering Algorithm and Spatiotemporal Hybrid Energy Storage System. The data mentioned in the text are all included in this document.</p>

Teesside University Research Data Repository2026 · dataset

This dataset supports a large-scale LoRa measurement campaign conducted at 868 MHz across urban and suburban environments in the city of Funchal, Madeira Island, Portugal. The research hypothesis is that inconsistencies in measurement methodology, particularly the use of mobile platforms, uncalibrated hardware, and insufficient sampling per location, introduce systematic bias in path-loss estimati

Teesside University Research Data Repository2026 · dataset

This repository contains SALTLoad, a high-resolution multi-feeder electrical load dataset collected from a distribution substation operated by the Saltha Palli Bidyut Samity in Faridpur, Bangladesh. The dataset consists of synchronized electrical measurements recorded at 5-minute intervals from six distribution feeders and is intended to support research in electrical load forecasting, anomaly det

Teesside University Research Data Repository2026 · Crystal structure

This dataset contains Figure 5. Copper Substitution Eligibility Framework for AI, Grid, and Thermal Infrastructure, an original analytical framework developed by Nicolin R. Decker for Conversion Sovereignty and Strategic Tempo: Copper Fabrication, Thermal Infrastructure, and AI Industrial Capacity, 2026–2056. The figure is designed as a systems-engineering decision tool for evaluating whether a pr

Teesside University Research Data Repository2026 · dataset

This dataset contains derived processed data, window manifests, model evaluation outputs, plotting figures, configuration files, and reproducibility scripts supporting a study on nonnegative remaining useful life (RUL) interval prediction for insulated-gate bipolar transistor (IGBT) prognostics under limited accelerated-aging data. The experiments use the public NASA IGBT accelerated-aging dataset

figshare2026 · Astronomical catalogue · unknown

Supplementary Material 1.