Categories - Energy Systems
Sub Categories
- Global and Regional Energy System Models - 16 projects
- Building Energy Monitoring - 20 projects
- Grid Analysis and Planning - 30 projects
- Grid Management and Microgrid - 18 projects
- Energy Policy - 4 projects
- Renewable Energy Integration - 21 projects
- Energy Data Accessibility and Integration - 37 projects
- Energy System Modeling Frameworks - 89 projects
- Energy Markets - 9 projects
- Load and Demand Forecasting - 10 projects
Topics
energy-system-model, pypsa, power-flow, optimal-power-flow, power-systems-analysis, nrel, loadflow, capacity-expansion-planning, microgrid, power-system-analysis, powersystem, electrical, powersystems, matpower, power-grids, adequacy, oemof, power-network, gym-environments, cim, milp, power-system, power-system-dynamics, efficiency, co-simulation, osemosys, mathematical-modelling, optimisation-model, powsybl, gymnasium, sequential-decision-making-problems, load-flow, short-circuit, demand-flexibility, potentials, smart-grids, renewable-timeseries, clean-energy, times-model, modelling-framework, minigrid, smart-grid, eia-api, tyndp, rte, previsionnel, bilan, energy-management, energy-management-systems, oep, heat-pump, decarbonisation, stochastic-simulation-algorithm, ev-charging, green-energy, anaconda, miniconda, manipulatewidge, electric, dygraphs, myenergi, spine-toolbox, lovelace-card, reopt-api, reopt-lite-api, slimmemeter, reoptjl, urban-heat-island, costs, slimme-meters, nifi-processors, description-language, nifi, energy-information, energy-transition-calculation, dsmr-parser, dsmr, esdl, iec61970, energy-storage-systems, dynamic-investment-decisions, agent-based-simulation, dc-power-flow, klu, environmental, standalone-software, grid2op, renewable, flexibility, balancing, system, state-estimation, distribution-shift, powergrid-operation, alerting, dynamic-line-rating, mixed-integer-linear-programming, gridlabd, agent-based, very-large-scale-systems, tight-and-compact-formulation, hypervision, cim-export, power-to-hydrogen, network-constrained-unit-commitment, integrated-resource-planning, hydro-cascade-basins, hourly-resolution, generation-storage-networks-investments, cim-import, pycaret, simulator-automation-server, simauto, 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, policy, data visualization, time-series-aggregation, representative-days, k-medoids-clustering, k-means-clustering, hierarchical-clustering, power market model, open source model, GAMS, energy transition, electricity market modelling, high-resolution, virtual-sensors, metering, consumption, minlp, electricity-networks, active-network-management, transient-stability, newyork, kaggle-dataset, kaggle-competition, kaggle, clcpa, energy-flexibility, students, investment, energy-planners, energy-demand-forecasting, energy-demand, electricity-load, free-datasets, pypsa-earth, pypsa-africa, power-system-planning, power-system-model, operational-optimization, investment-optimization, energy-system-planning, smart-charging, ev-integration, bidirectional-charging, rhdf5, linopy, transmission-grid, planning-tool, distribution-grid, stochastic-power-flow, newton-raphson, multi-terminal, latin-hypercube, comon-information-model, acdc, stateestimation, shortcircuit, eigen3, villas, energy-modelling, nyiso, graphical-user-interface, free-libre-open-source-software, free-and-open-source-software, computer-aided-design, open-energy, oedi, datalake, glpk, energy-models, solar-system, earth-osm, glow, esphome, wma, sma, ses, rnn, lstm, osgi, ignite-cli, grid-system, eolian, cosmos-sdk-proto, 3-phases, 3-phase-inverter, typical-periods, aggregation, datamodel, rts, worldbank-gost, labor, gender, user-defined-control, synchronous-machine, stability, psp-ufu, industry-aplication, harmonics, mbus, loxone, energy-generation, canbus, water-energy-nexus, unit-commitment, substations, renewable-resources, n-1-criterion, electricity-supply, economic-dispatch, dispatchable-units, dc-flow, transactive-energy, smartgrid, power-simulator, FAME, microgrid-model, gru, electric-load-forecasting, arima, times, optimization-model, integrated-markal-efom, bottom-up-model, energy-forecasting, municipal-software, greenbutton, green-button, energy-usage, download-my-data, connect-my-data, time-of-use-tariff, electric-vehicle-charging-station, solarnode, solarnetwork, plugin-architecture, lf-energy, energy-optimization-model, power-system-stabilizer, power-system-stability, power-system-dynamic-modeling, power-grid, gridcal, calliope-models, marktstammdatenregister, modular, groovy, extensible, dispatch, testbed, software-in-the-loop, flexibility-modeling, power-stations, timedomain, quasi-stationary, tegola, maplibre-gl-js, imposm3, smart-home, octopus-energy, voltage-drop-analysis, short-circuit-analysis, pandapower, electrical-systems, electrical-system, electrical-schematics, electrical-rules-check, electrical-networks, electrical-network-analysis, coordination-study, nuclear, npps, bulma-css, openadr, emt, electromagnetic-transient, dynamic-phasors, market, electricity-consumption-forecasting, electricity-consumption-analysis, ireland, energy-planning, process-systems-engineering, modelling-tool, cgmes, nx, green-energy-hub, energy-origin, energy-information-administration, off-grid, monophased, islanding, small-signal, modeling-dae, eigenvalue-analysis, andes, pudl, natural-gas, ferc, etl, eia923, eia860, ddj, cems, matpower-github, snakemake-workflow, sector-coupling, great-britain, energy-systems-modelling, power-supply, openmodelica,
Projects
Contributors
Restyled.io [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Global and Regional Energy System Models, 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, heater-control and 81 more
AnasAlgarei [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Global and Regional Energy System Models, 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
micas-pro [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models, Regional Energy System Models
Topics:
Andrew Lyden [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models, Regional Energy System Models
Topics:
RasmusBramstoft [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
energy-system-model, gams, optimisation-model
fraukewiese [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
energy-system-model, gams, optimisation-model
Juan Gea Bermudez [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
energy-system-model, gams, optimisation-model
Martijn Backer [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
energy-system-model, gams, optimisation-model
eva38032 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
energy-system, modelling-framework
jaapschoutenalliander [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
eigen3, powerflow, powersystem, shortcircuit, stateestimation
Simon Thelen [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
Andrew Johnson [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
ahmed.magdy [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
Thiago Oliveira [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
varta, varta-storage, consumption, hacs, hue-lights, metering, power, virtual-sensors
Keeley Erhardt [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
co2-emissions, decarbonization, electrical-grid
Theo Weiss [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
Luke Kiernan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
nrel
Jeff Osundwa [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
gender, labor, worldbank, worldbank-gost
hennie-k [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
gender, labor, worldbank, worldbank-gost
Michelle von Maltitz [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
gender, labor, worldbank, worldbank-gost
hennie [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
gender, labor, worldbank, worldbank-gost
jgu2 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
nrel, oedi, open-energy, renewable-energy, datalake
Jweers [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
nrel, oedi, open-energy, renewable-energy, datalake
Raphael Franzen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
imposm3, maplibre-gl-js, tegola
ilanm [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: 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
Justin [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Mon Raphael Fernandez [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
knakatasf [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
sirel [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
NathanDissoubray [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
Audun Ytterdal [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
varta, varta-storage, consumption, hacs, metering, power, virtual-sensors
beza102 bezat@Beza.
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
root root@TIMWMS.
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
root root@LAPTOP-99154.
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Justin Saephan [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
timmyd4 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
dangrabo [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Phinhas Asmelash [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Abas [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
nicholasyfu1 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
kundyzs [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Phinhas Asmelash [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Phinhas Asmelash [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Nicolaj Dedenroth Aalykke [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
Anders Balling Petersen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
Chris Rosenhain [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
model-predictive-control
Alex Kruger [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
model-predictive-control
Kevin Krämer [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
energy-data, marktstammdatenregister, oep, open-energy-family, solar
Fjuro [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Analysis and Planning
Topics:
imposm3, maplibre-gl-js, tegola
Marianne Hoogeveen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
cems, climate, coal, ddj, eia, eia860, eia923, emissions, epa, etl and 4 more
James Nobes [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
consumption, hacs, hue-lights, metering, power, virtual-sensors
James Nobes [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
consumption, hacs, hue-lights, metering, power, virtual-sensors
mmehta2669 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
climate-change, environmental, plotly
Markus Groissböck [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Global and Regional Energy System Models
Topics:
energy-model, energy-system, energy-system-model, energy-systems, power-systems, pypsa
Yunus AYDIN [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
assistant-chat-bots, assistive-technology, collections, generative-art, generative-design, generative-music, generative-testing, generative-text, software-development
MentReeze [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Load and Demand Forecasting
Topics:
energy-forecasting
Erwann GOASGUEN [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
Casper-Olsen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
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
Brandon Benton [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Data Access, Renewable Energy Integration
Topics:
climate-change, climate-data, generative-adversarial-network, renewable-energy, solar-energy, wind-energy, downscaling, reanalysis, severe-weather, urban-heat-island
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:
Jonas [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
matt-wyatt-e3 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
Blake Garner [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring
Topics:
consumption, hacs, metering, power, virtual-sensors
paczyzak [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Regional Energy System Models
Topics:
Mathias Veenman [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration, Energy System Data Access
Topics:
constraints, mip, pulp
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
Lars Nielsen [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
Kladar [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
co2-emissions, decarbonization, electrical-grid
Vitalie Belinschi [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
sahma19 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
sahma19 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid
Topics:
energy-origin, green-energy-hub, nx
Deb Bassett [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Monitoring and Management, Grid Management and Microgrid
Topics:
bath, school
brugerma [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks
Topics:
Derek Wacks [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy System Modeling Frameworks
Topics:
rfrost30 [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management
Topics:
climate-change, environmental, plotly
Matthew Kennedy [email protected]
OST Projects: 1
Categories: Energy Systems
Sub Categories: Energy Data Accessibility and Integration
Topics:
co2-emissions, decarbonization, electrical-grid
Gonzague Henri [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, autoregression, fbprophet, forecasting-algorithm, forecasting-model, neural and 5 more
Alexis de Talhouët [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, config-as-data, configuration-management, customization, deployment, gitops and 7 more