Categories - Consumption - Production and Industry

Topics

condition-monitoring, defect-detection, energy-assessment, factory, furnace, industrial, industrial-technology, measur, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, steam,

Projects

CalTRACK

Methods are developed in an open and transparent stakeholder process that uses empirical testing to define replicable methods for calculating normalized metered energy consumption using either monthly or interval data from an existing conditions baseline.

Consumption - Production and Industry - Last synced: 10 Oct 2026 - Ranking: 7.2

btp-ai-sustainability-bootcamp

Showcasing SAP partners how to add Intelligence and Sustainability into your industry cloud solutions on SAP Business Technology Platform.

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Consumption - Production and Industry - Last synced: 10 Oct 2026 - Ranking: 6.6

Industry Energy Tool

A calculator developed by NREL for projecting energy efficiency and fuel switching scenarios for the U.S. industrial sector energy use and emissions at the Census Region and county-level.

Consumption - Production and Industry - Last synced: 10 Oct 2026 - Ranking: 3.7

AMO-Tools-Desktop

An energy efficiency calculation application for use with industrial equipment such as pumps, furnaces, fans, and motors, as well as for industrial systems such as steam.

energy energy-assessment energy-efficiency factory furnace industrial industrial-technology measur modeling modeling-tool plants pump steam

Consumption - Production and Industry - Last synced: 09 Oct 2026 - Ranking: -Infinity

OpenModelica

An open source Modelica-based modeling and simulation environment intended for industrial and academic usage.

compiler modelica

Consumption - Production and Industry - Last synced: 09 Oct 2026 - Ranking: -Infinity

Contributors

Phil Ngo ngo.phil@gmail.com

OST Projects: 52
Categories: Atmosphere, Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Buildings and Heating, Energy Monitoring and Management, Meteorological Observation and Forecast, Production and Industry
Topics: weather, weather-data, weather-station, building-energy, efficiency, energy-data, energy-efficiency, buildings, commercial, methods and 2 more

hshaban hassanshaban@gmail.com

OST Projects: 51
Categories: Atmosphere, Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Meteorological Observation and Forecast, Production and Industry
Topics: weather, weather-data, weather-station, building-energy, efficiency, energy-data, energy-efficiency

Stephen Suffian steve@openee.io

OST Projects: 51
Categories: Atmosphere, Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Meteorological Observation and Forecast, Production and Industry
Topics: weather, weather-data, weather-station, building-energy, efficiency, energy-data, energy-efficiency

Tom Plagge tplagge@gmail.com

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency

Marc Pare marcpare0@gmail.com

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency

Dave Yeager daveyeager@openee.io

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency

Peter Olson peterbolson@gmail.com

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency, dataframe, datascience, distributed, modin

McGee Young mcgee.young@gmail.com

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency, methods

Tom Plagge tomplagge@openee.io

OST Projects: 31
Categories: Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Production and Industry
Topics: building-energy, efficiency, energy-data, energy-efficiency

Stephen Suffian stephen.suffian@gmail.com

OST Projects: 26
Categories: Atmosphere, Consumption, Energy Systems
Sub Categories: Building Energy Monitoring, Energy Monitoring and Management, Meteorological Observation and Forecast, Production and Industry
Topics: weather, weather-data, weather-station, building-energy, efficiency, energy-data, energy-efficiency

Phil Ngo phil@recurve.com

OST Projects: 22
Categories: Atmosphere, Consumption
Sub Categories: Meteorological Observation and Forecast, Production and Industry
Topics: weather, weather-data, weather-station

thorade matthis.thorade@gmail.com

OST Projects: 8
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: buildings, control, energy-efficiency, modelica, urban-energy-modeling, modelica-library, mirror, bim, ibpsa, mpc and 10 more

tbeu tbeu@users.noreply.github.com

OST Projects: 7
Categories: Climate Change, Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Climate Data Standards, Energy System Modeling Frameworks, Hydro Energy, Production and Industry
Topics: modelica, energy-system, energy-system-modeling, gridcal, power-grid, power-grids, power-system-dynamic-modeling, power-system-dynamics, power-system-simulation, power-system-stability and 12 more

Dietmar Winkler dietmar.winkler@dwe.no

OST Projects: 5
Categories: Consumption, Energy Storage, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Modeling Frameworks, Hydro Energy, Hydrogen, Production and Industry
Topics: modelica, hydropower, modelica-library, energy-system, energy-system-modeling, gridcal, power-grid, power-grids, power-system-dynamic-modeling, power-system-dynamics and 38 more

houghb blake@energysavvy.com

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Blake Hough blake@Blake-4.local

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Matthew Gee matthewgee@MattBook-Pro.local

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

admin admin@Megans-MacBook-Air-2.local

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Jon Farland Jon.Farland@dnvgl.com

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

matthewgee mattgee@gmail.com

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Martin Sjölund martin.sjolund@liu.se

OST Projects: 4
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: buildings, control, energy-efficiency, modelica, modelica-library, julia-package, openmodelica, pkg, co-simulation, fmi and 14 more

Steven Chang steven.chang@dnvgl.com

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Matt Golden matt@efficiency.org

OST Projects: 4
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Adrian Pop adrian.pop@liu.se

OST Projects: 4
Categories: Consumption, Energy Systems
Sub Categories: Buildings and Heating, Energy System Modeling Frameworks, Production and Industry
Topics: buildings, control, energy-efficiency, modelica, modelica-library, julia-package, openmodelica, pkg, co-simulation, fmi and 40 more

Francesco Casella francesco.casella@polimi.it

OST Projects: 3
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: buildings, control, energy-efficiency, modelica, modelica-library, open-source-models, power-systems, julia-package, openmodelica, pkg and 17 more

scls19fr scls19fr@users.noreply.github.com

OST Projects: 3
Categories: Atmosphere, Climate Change, Consumption
Sub Categories: Climate Data Standards, Meteorological Observation and Forecast, Production and Industry
Topics: data-retrieval, hacktobefest, modelica, speed, wind, windrose, graphics

Ajinkya Patil ajinkyarangnathpatil@gmail.com

OST Projects: 3
Categories: Consumption
Sub Categories: Computation and Communication, Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, sap-btp and 21 more

Stefan Heid stefan-heid@web.de

OST Projects: 3
Categories: Consumption, Energy Systems
Sub Categories: Energy Distribution and Grids, Grid Management and Microgrid, Mobility and Transportation, Production and Industry
Topics: control, electrical-engineering, energy-system-modeling, microgrid, modelica, openai-gym-environments, openmodelica, power-electronics, power-supply, power-systems and 18 more

sap-btp-ai-sustainability-bootcamp cesare.calabria@sap.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, clean-core and 9 more

Jacob Tan jacobtan89@gmail.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability

Yatsea Li yatsea.li@sap.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability

Calabria I559573@gd2h43494v.station

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability

mflehmig martin.flehmig@tu-dresden.de

OST Projects: 2
Categories: Climate Change, Consumption
Sub Categories: Climate Data Standards, Production and Industry
Topics: netcdf-fortran, netcdf-library, unidata, modelica, openmodelica

Calabria I559573@fvfx9225j1wv.station

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability

Julien Schueller schueller@phimeca.com

OST Projects: 2
Categories: Climate Change, Consumption
Sub Categories: Climate Data Standards, Production and Industry
Topics: unidata, unidata-netcdf, modelica, cfd, cfd-general-notation, cgns, parallel-io, snl-applications, snl-comp-science-libs, snl-science-libs and 54 more

phannebohm phannebohm@hsbi.de

OST Projects: 2
Categories: Consumption, Energy Systems
Sub Categories: Energy System Modeling Frameworks, Production and Industry
Topics: award-winning, modelica, modelica-library, modelling-xhpn, energy-system, power-system-simulation, power-systems, power-systems-analysis

Brian Bernard brian.bernard@sap.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, apis and 16 more

Cesare Calabria cesare.calabria23@gmail.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, clean-core and 9 more

pshires pshires10@gmail.com

OST Projects: 2
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam

houghb houghb@users.noreply.github.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics:

amagnani alice.magnani@gmail.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, clean-core and 9 more

hshaban hshaban@users.noreply.github.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics:

Preston Shires pshires1@vols.utk.edu

OST Projects: 2
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 3 more

Martin Sjölund martin@sjoelund.se

OST Projects: 2
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: modelica, modelica-library, conference, conference-presentations, fmi-standard, buildings, control, energy-efficiency

Per Östlund perost86@gmail.com

OST Projects: 2
Categories: Consumption
Sub Categories: Buildings and Heating, Production and Industry
Topics: buildings, control, energy-efficiency, modelica, ernergy, modelica-library

Paul Scott paul.scott@nicta.com.au

OST Projects: 2
Categories: Consumption, Renewable Energy
Sub Categories: Photovoltaics and Solar Energy, Production and Industry
Topics: modelica, modelica-library, optimisation, solar, bleeding-edge, computer-algebra, modern, sympy, openmodelica, academic-project and 11 more

MostafaSharaf mostafa.sharaf@sap.com

OST Projects: 2
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability

gossen maksimov.io@yandex.ru

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Henning Kiel h.kiel@kostal.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

fiv vanced@iupui.edu

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

Alexey Lebedev alexeylalexeyl@mail.ru

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Henrik Eriksson x06hener@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Ajinkya Patil ajinkya.patil@sap.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: condition-monitoring, defect-detection, predictive-maintenance, sac-planning, sap-ai-core, sap-ai-launchpad, sap-analytics-cloud, sound-classification, sustainability, climate-21 and 26 more

Chen 7uq@ornl.gov

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

zf9 fontenotzach@github.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

Haris Kapidzic harka011@student.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica

Jan Silar jan.silar@lf1.cuni.cz

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

vruge vruge@fh-bielefeld.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

x02lucpo x02lucpo@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Matthias Arzt matthias.arzt@mailbox.tu-dresden.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

niklwors niiklas.worschech@boschrexroth.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Håkan Lundvall haklu@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

David Broman davbr@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Mark Root rootrm@ornl.gov

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 4 more

henjo henjo@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Christian SChubert christian.schubert@student.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

aworley16 apworley@gmail.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

Marcus Walther marcus.walther@mailbox.tu-dresden.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Marcus Walther marcus.walther@tu-dresden.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Ledbetter 6el@ornl.gov

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

Whitmer ifw@ornl.gov

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 3 more

JL102 jordanlees@mailbox.org

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 2 more

Rappoport 1br@mb0088756.ornl.gov

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 3 more

Parham Vasaiely Parham.Vasaiely@informatik.haw-hamburg.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Volker Waurich volker3189@gmx.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

DmitryHoward dmitryhowardcode@gmail.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 2 more

Mohsen Torabzadeh-Tari mohto@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Dongliang Li fixed-term.Dongliang.Li@de.bosch.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

DimaHoward howar611@umn.edu

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 1 more

mark-root mroot@intertech.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 4 more

jensdo Jens.Doppelhamer@de.abb.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Alachew Mengist alash325@student.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Worschech Niklas (DC/ENE22) niklwors@bosch.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Xenofon Floros xenofon.floros@inf.ethz.ch

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

x05andfe x05andfe@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica

Kaie Kubjas fixed-term.Kaie.Kubjas@boschrexroth.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Vitalij Ruge vruge@math-d05.fh-bielefeld.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Filippo Donida donida@motus-it.com

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Azam Zia azazi022@student.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Niklas Worschech niklwors@dev

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

marchartung marc.hartung@tu-dresden.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Olena Rogovchenko olena.rogovchenko@liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

bernhardbachmann bbachmann@math-d05.fh-bielefeld.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Reino Ruusu reino.ruusu@vtt.fi

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

kbalzereit kaja.balzereit@fh-bielefeld.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Julian Ophey Julian.Ophey@boschrexroth.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Jhansi Reddy Remala jhare950@student.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica

Jan Kokert jan.kokert@imtek.uni-freiburg.de

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

leist leist@ida.liu.se

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: modelica, openmodelica

Colin Causey causeyc@findlay.edu

OST Projects: 1
Categories: Consumption
Sub Categories: Production and Industry
Topics: energy-assessment, energy-efficiency, factory, furnace, industrial, measur, modeling-tool, plants, pump, steam and 2 more