Categories - Energy Systems
Sub Categories
- Global and Regional Energy System Models - 16 projects
- Building Energy Monitoring - 20 projects
- Grid Analysis and Planning - 30 projects
- Energy Policy - 4 projects
- Energy System Modeling Frameworks - 89 projects
- Energy Markets - 9 projects
- Grid Management and Microgrid - 18 projects
- Renewable Energy Integration - 21 projects
- Energy Data Accessibility and Integration - 37 projects
- Load and Demand Forecasting - 10 projects
Topics
energy-system-model, pypsa, power-flow, optimal-power-flow, power-systems-analysis, nrel, capacity-expansion-planning, microgrid, power-system-analysis, powersystem, loadflow, cim, matpower, adequacy, oemof, powersystems, electrical, power-network, gym-environments, power-grids, power-system, milp, demand-flexibility, oep, bilan, tyndp, powsybl, rte, smart-grids, energy-management, gymnasium, short-circuit, previsionnel, potentials, energy-management-systems, co-simulation, load-flow, renewable-timeseries, power-system-dynamics, eia-api, smart-grid, efficiency, modelling-framework, clean-energy, minigrid, optimisation-model, mathematical-modelling, osemosys, times-model, sequential-decision-making-problems, lf-energy, power-stations, reopt-api, openadr, gridcal, reopt-lite-api, reoptjl, dispatch, costs, dc-power-flow, dynamic-investment-decisions, energy-storage-systems, generation-storage-networks-investments, hourly-resolution, hydro-cascade-basins, integrated-resource-planning, network-constrained-unit-commitment, power-to-hydrogen, tight-and-compact-formulation, very-large-scale-systems, power market model, tegola, maplibre-gl-js, imposm3, klu, agent-based-simulation, energy-demand-forecasting, energy-demand, electricity-load, linopy, stochastic-power-flow, newton-raphson, multi-terminal, latin-hypercube, comon-information-model, acdc, stateestimation, shortcircuit, eigen3, villas, esdl, energy-transition-calculation, testbed, software-in-the-loop, nyiso, newyork, kaggle-dataset, kaggle-competition, kaggle, clcpa, standalone-software, renewable, flexibility, balancing, transmission-grid, planning-tool, distribution-grid, distribution-shift, powergrid-operation, grid2op, power-system-stabilizer, power-system-stability, power-system-dynamic-modeling, power-grid, pythran, powerworld-simulator, powerworld, graph-analysis, contingency-analysis, springframework, public-lighting, oslp, iec61850, dlms, distribution-automation, cucumber-tests, hardware-designs, emonpi, v2s, v2h, v2g, v2b, smart-charging, open source model, GAMS, energy transition, electricity market modelling, time-series-aggregation, representative-days, k-medoids-clustering, k-means-clustering, hierarchical-clustering, virtual-sensors, metering, consumption, minlp, high-resolution, electricity-networks, active-network-management, transient-stability, simulator-automation-server, simauto, ev-integration, electric, dygraphs, pypsa-earth, pypsa-africa, power-system-planning, power-system-model, operational-optimization, investment-optimization, energy-system-planning, myenergi, green-energy, ev-charging, free-datasets, spine-toolbox, miniconda, anaconda, urban-heat-island, heat-pump, dynamic-line-rating, bidirectional-charging, energy-flexibility, environmental, rhdf5, system, state-estimation, energy-modelling, slimmemeter, slimme-meters, nifi-processors, nifi, dsmr-parser, dsmr, datamodel, calliope-models, hypervision, alerting, stochastic-simulation-algorithm, manipulatewidge, computer-aided-design, open-energy, oedi, datalake, glpk, energy-models, solar-system, earth-osm, glow, esphome, times, optimization-model, integrated-markal-efom, bottom-up-model, wma, sma, ses, rnn, economic-dispatch, eolian, cosmos-sdk-proto, 3-phases, 3-phase-inverter, typical-periods, aggregation, rts, worldbank-gost, labor, gender, user-defined-control, synchronous-machine, stability, psp-ufu, industry-aplication, harmonics, graphical-user-interface, free-libre-open-source-software, free-and-open-source-software, dispatchable-units, dc-flow, solarnode, solarnetwork, plugin-architecture, osgi, mbus, loxone, energy-generation, canbus, transactive-energy, smartgrid, power-simulator, FAME, microgrid-model, policy, data visualization, pycaret, lstm, gru, electric-load-forecasting, arima, energy-forecasting, municipal-software, greenbutton, green-button, energy-usage, download-my-data, connect-my-data, time-of-use-tariff, electric-vehicle-charging-station, water-energy-nexus, unit-commitment, substations, renewable-resources, n-1-criterion, electricity-supply, electrical-schematics, electrical-rules-check, electrical-networks, electrical-network-analysis, coordination-study, energy-optimization-model, nuclear, npps, modular, groovy, extensible, pudl, natural-gas, ferc, etl, eia923, eia860, ddj, dynamic-phasors, energy-information, description-language, gridlabd, agent-based, students, investment, energy-planners, iec61970, cim-import, cim-export, mixed-integer-linear-programming, bulma-css, decarbonisation, lovelace-card, voltage-drop-analysis, short-circuit-analysis, pandapower, electrical-systems, electrical-system, energy-systems-modelling, electricity-consumption-forecasting, electricity-consumption-analysis, ireland, energy-planning, market, process-systems-engineering, modelling-tool, nx, green-energy-hub, energy-origin, cgmes, energy-information-administration, off-grid, monophased, islanding, ignite-cli, grid-system, cems, smart-home, octopus-energy, marktstammdatenregister, flexibility-modeling, matpower-github, timedomain, small-signal, modeling-dae, eigenvalue-analysis, andes, power-supply, openmodelica, snakemake-workflow, sector-coupling, great-britain, quasi-stationary, emt, electromagnetic-transient,
Projects
Contributors
Felix Panitz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
climate-change, energy-system, energy-system-modeling, energy-systems, mathematical-modelling, milp, mixed-integer-linear-programming, optimisation, renewables
fpanitz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
climate-change, energy-system, energy-system-modeling, energy-systems, mathematical-modelling, milp, mixed-integer-linear-programming, optimisation, renewables
frey_ul [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:
agent-based-modeling, electricity market modelling, energy transition
frey_ul [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:
agent-based-modeling, electricity market modelling, energy transition
ljansen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models
Topics:
energy-system-model, energy-system-planning, investment-optimization, operational-optimization, power-system-model, power-system-planning, pypsa-africa, pypsa-earth, scenario-analysis
cphili [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
cim, energy-system, extensible, groovy, modular, power-system-simulation, power-systems, powsybl
Klaus Jaroslawsky [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
charging-stations, eebus, electric-vehicles, emobility, energy-management, energy-management-systems
Paul Homes [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
model-predictive-control
Tammevesky [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
energy-data, energy-flexibility
mcllerena [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
electrical, energy-system, nrel, powersystems
WilliamsTravis [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Chinedu Okoli [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
chineduokoli [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
Hamdy Elgammal [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
Christopher Hanselman [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
butenkite butenkite@LAPTOP-26G2JGEU.
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
nielskool [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
model-predictive-control
Solene Bard [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
mircopesent [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Solene Bard [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
ArthurWaeber [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Darynarli “[email protected]”
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
oep, open-energy-family
astronobri [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
selenasat [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
KySuongLam [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Franck Nijhof [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
varta, varta-storage, asyncio, water, asynchronous, recycling, trash, twentemilieu, waste, do-not-use and 28 more
Robin Henry [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
electricity-networks, gym-environments, reinforcement-learning, control, implementations, power-systems, gym-anm, active-network-management
Robert [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, mathematical-programming, modeling-language, nonlinear-programming, idaesplus
Perren Yang [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
Jangho Park [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, mathematical-programming, modeling-language, nonlinear-programming, idaesplus
mengleCMU [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
Abdelrahman Elbashandy [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, idaesplus
Bethany Nicholson [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
chemical-engineering, process-modeling, process-systems-engineering, pyomo, sensors, codecov, pypi, snl-comp-science-libs, mathematical-programming, modeling-language and 2 more
FynnK [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
VedranKapor [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
Carlos Gaete [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
Akhmetov [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models
Topics:
energy-system-model, energy-system-planning, investment-optimization, operational-optimization, power-system-model, power-system-planning, pypsa-africa, pypsa-earth, scenario-analysis
Torio [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Diana Maldonado [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Keno Oltmanns [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Meike Kühnel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Maldonado Castro, Diana Teresa [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Hancock, Cody [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
gaik_na [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
von Rüden [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Wilson González Vanegas [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
matpower, matpower-github
polyfloyd [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
glsl, glslviewer, raytracing, shadertoy, fritz-box, fritzbox, lua, upnp, model-predictive-control
Luke Kiernan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
powersystems, simulations
rompic [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
mattermost
ll-ara [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
energy-system-modelling, energy-systems, modelling-framework
leostimpfle [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
Jiro Matsuzawa [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
Ellermann [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
“mald_di” “[email protected]”
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
upad_aj [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Sunke Schlüters [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Pedro Lacerda de Magalhães [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Renewable Energy Integration
Topics:
Mainak Dan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
Shrirang Abhyankar [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
skrepkaq [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
consumption, hacs, metering, power, virtual-sensors
Radoslav [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
imposm3, maplibre-gl-js, tegola
Damien [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
ascii-art, ascii-table, weather, wego, imposm3, maplibre-gl-js, tegola
KelvinZhang99 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
hydropower, renewable-energy, reservoir-modeling
Daniel Thom [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
electricity-load, energy-data, energy-demand, energy-demand-forecasting
Anthony Williams [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Wouter Terlouw [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Charlotte vm [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Robert Terwel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Thais Varella [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Charlotte vm [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Charlotte vm [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Dennis Schoenmakers [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Michiel den Haan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Roos de Kok [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Nikki Brormann [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
José Ignacio Zapata Fuentealba [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Markets, Energy Modeling and Optimization
Topics:
mathematical-programming, modeling-language, nonlinear-programming
ahobeost [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Renewable Energy Integration
Topics:
marvinheintze [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
agent-based-simulation, energy-transition, powersystem, research
garbaylouis [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
energy-system, power-system-simulation, power-systems, power-systems-analysis
cristinafray [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
acdc, cim, comon-information-model, electrical, electrical-engineering, latin-hypercube, multi-terminal, newton-raphson, power-systems, powerflow and 1 more
Krien [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
energy-system, modelling-framework
Aiswarya Kaitheri Kandoth [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
juangutierrez [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
HarmonicReflux [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
decarbonisation
Minshu Deng [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:
Elinor Montmasson [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
joda9 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Analysis and Planning
Topics:
clairetrevisan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:
Hin Yan Liew [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Nève Alexandre [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-system, energy-systems, loadflow, optimal-power-flow, optimisation, power-flow and 8 more
twumduan 1805Anorkor@92
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Nana Kofi Twum-Duah [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Bjørn Hoffmann [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
rfrost30 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
ahalev [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
control, energy-management-systems, microgrid, microgrid-model, reinforcement-learning
LemuelKL [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Pepijn Schoen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
public-transport, railway, cpp14, isochrones, map-matching, osrm, routing, routing-engine, traveling-salesman
dave-cz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
Todd Fincannon [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy Policy
Topics:
Roní Gonçalves [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
computer-aided-design, educational-software, free-and-open-source-software, free-libre-open-source-software, graphical-user-interface, harmonics, induction-motors, industry-aplication, open-source-project, power-flow and 7 more