Engine-informed Prediction of Aviation Induced Cirrus Trails-EPIC-Trails
Program:
Exploratory Topics
Exploratory Topics
Award:
$1,499,848
$1,499,848
Location:
Niskayuna, New York
Niskayuna, New York
Status:
ACTIVE
Project Term:
02/15/2024 - 08/15/2025
02/15/2024 - 08/15/2025
Technology Description:
GE Research is developing a real-time, in-flight prediction system for aircraft-induced cirrus formed from contrails for commercial aircraft operators, who typically have little to no information on which flights cause long-lived cirrus clouds. In partnership with Southwest Airlines, GE’s system would combine detailed engine operational data, a hybrid physics and machine learning model, on-airplane data, and real-time satellite observations to predict aviation-induced cirrus that last more than 5 hours.
Contact
ARPA-E Program Director:
Dr. Peter de Bock
Project Contact:
Dr. Saikat Majumder
Press and General Inquiries Email:
ARPA-E-Comms@hq.doe.gov
Project Contact Email:
Raymajumder@ge.com
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• Lawrence Berkeley National Laboratory (LBNL) - Cyclic Injection for Commercial Seismic-Safe Geologic H2 Production
• Lawrence Berkeley National Laboratory (LBNL) - CARBON STANDARD: Carbon Accounting to Redefine Biofeedstock Operation Normality using Sensing Technology Assisted by Numerical and Data Analytics for Reliable Detection
• Lawrence Livermore National Laboratory (LLNL) - Enhanced Hydrogen Production from Subsurface Mineral Deposits by Organic Acids and Catalyst Stimulation with Novel Optical Fiber Monitoring (Fiber-OACS)
• Lawrence Livermore National Laboratory (LLNL) - Absolute Neutron Rate Measurement and Non-thermal/Thermonuclear Fusion Differentiation
• Lawrence Livermore National Laboratory (LLNL) - Next Generation High-temperature Optical Fibers
• Lawrence Livermore National Laboratory (LLNL) - A Portable Optical Thomson Scattering System
• Lectrolyst - Transformation of Carbon Emissions to High-Value Products through a Two-Step Electrochemical Platform
• Living Carbon - Increasing Carbon Drawdown and Retention in Terrestrial Biomass using Bioengineered Trees
• Lixivia - Using Bio-inspired Lixiviants to Selectively Extract Valuable Metals from Municipal Solid Waste Incinerator Ash
• Los Alamos National Laboratory (LANL) - Portable Neutron and Soft X-Ray Diagnostics for Transformative Fusion-Energy Concepts
• Los Alamos National Laboratory (LANL) - Geochemical and Hydromechanical Stimulation for Reaction Acceleration (GeoHydRA) of Serpentinization for In Situ Hydrogen Production
• Marathon Fusion - Advanced Metal Foil Pumps and Integrated Test Environment for the Fusion Fuel Cycle
• Massachusetts Institute of Technology (MIT) - Electrochemical Mining of MSWI Ash
• Massachusetts Institute of Technology (MIT) - Electrochemically Modulated Co2 Removal from Ocean Waters
• Massachusetts Institute of Technology (MIT) - Neutron Emission from Laser-Stimulated Metal Hydrides
• Massachusetts Institute of Technology (MIT) - Towards Efficient Geological Hydrogen Production: Rate Determination, Control and Reactor Development
• Media and Process Technology (MPT) - Supercritical Fluid Based Wet Substrate Dewatering without Evaporation
• Metalx Biocycle - Synthetic Biology Approach to Critical Metal Extraction from Waste Electronic Components to Ensure a Robust Supply of Critical Materials for Clean Energy
• MetOx Technologies - MetOx Low Cost MOCVD
• Michigan Technological University (MTU) - In-Situ Bioleaching of Manganese by Dissimilatory Reduction
• Micro Nano Technologies (MNT) - Thermally Driven Industrial Semi-Open Absorption Heat Pump Dryer
• MOgene Green Chemicals - Photosynthetic Microorganism-based Consortia to Capture Carbon and Build Soil Organic Matter
• Molten Industries - Biogas to Renewable Fuels via Thermal Reforming
• Mosaic Materials - Integration of Ultrahigh Capacity Sorbents into Direct Air Capture Systems
• National Energy Technology Laboratory (NETL) - Distributed Nuclear Reactor Core Monitoring with Single-crystal Harsh-environment Optical Fibers
• National Renewable Energy Laboratory (NREL) - Advanced Locomotive Technology and Rail Infrastructure Optimization System (ALTRIOS)
• National Renewable Energy Laboratory (NREL) - Multiscale Electricity Modeling for Evaluating Carbon Capture and Sequestration technologies (MEME-CCS)
• New England Research - Accelerated Mechanical Promotion (AMP) of Serpentinization for Hydrogen Production
• New Mexico Institute of Mining and Technology - Subsurface Engineering Solutions and Management for Sustainable In-Situ Hydrogen Production and Economic Extraction
• Nitricity - Non-Equilibrium Plasma for Energy-Efficient Nitrogen Fixation
• NK Labs - Active-target Muon Source for Muon-catalyzed Fusion
• NoMIS Power Group - 6.5 kV, 100 A SiC Power Module Technology to Meet 21st Century Energy Demands
• Noon Energy - Rechargeable Carbon-oxygen Battery: A New Class of Ultra Low-cost, Lightweight Energy Storage Technology
• North Carolina State University (NC State) - HVPE Grown GaN Conductive Substrates for Power Electronics
• North Carolina State University (NC State) - A Data-driven Approach to High Precision Construction and Reduced Overnight Cost and Schedule
• North Carolina State University (NC State) - Multi-Decadal Decarbonization Pathways for U.S. Freight Rail
• Northeastern University - Accelerating Electrocatalyst Innovation: High-Throughput Automated Microkinetic, Multiscale, and Techno-economic Modeling
• Northrop Grumman - Contrail Avoidance System
• Northwestern University - Inter Modal Analytics for Green Infrastructure Network Energy Decarbonization (IMAGINED)
• Northwestern University - LOwering CO2: Models to Optimize Train Infrastructure, Vehicles, and Energy Storage (LOCOMOTIVES)
• Oak Ridge National Laboratory (ORNL) - A Portable Diagnostic Package For Spectroscopic Measurement of Key Plasma Parameters In Transformative Fusion Energy Devices
• OCOchem - High Aspect Ratio CO2 Reduction Electrolyzer via Novel Gas Diffusion Electrode - Design
• Oklahoma State University (OSU) - Establishing Validation Sites for Field-Level Emissions Quantification from Grain Sorghum in Southern Great Plains
• Oregon State University (OSU) - Development of Thermodynamic and Kinetic Simulation Tools and Testing Procedures For Enhanced Durability of Concrete Containing Industrial By-Products
• Origen Hydrogen - Engineering of Scalable Platinum-free Electrodes for Pure-Water AEM Water Electrolysis
• Osmoses - Efficient Recovery of Dilute Helium Gas Using Molecular Sieve Membranes
• Otherlab - SeaSTAR: Selective Thalassic Ambulatory Retriever
• Pacific Industrial Development Corporation - Biomimetic CO2 to Fuel Enabled by Scalable Catalyst Development and Synthetic Electrochemistry
• Pacific Northwest National Laboratory (PNNL) - Exploring Macroalgae as Critical Mineral Crops, E=(MC)2
• Pacific Northwest National Laboratory (PNNL) - UNrealized Critical Lanthanide Extraction via Sea Algae Mining (UNCLE-SAM): Domestic production of critical minerals from seawater
• Pennsylvania State University (Penn State) - Developing an Integrated Technology for Subsurface Hydrogen Harvesting through Reservoir Creation and Management
• Pennsylvania State University (Penn State) - Synthesis of Consists as Rolling Energy micro-grids (SCORE)
• Pennsylvania State University (Penn State) - Cryogenic Solid-state Circuit Breaker
• Perseus Materials - Variable Cross-sectional Casting: New Composite Fabrication Process for Wind Turbine Blades
• pH Matter - Type V Vessel-Aided Electrochemical Compression for Ultra-High Pressure Electrolysis
• Phoenix Tailings - Novel Technique for Domestic Rare Earth Oxide Separation and Rare Earth Metal Reduction
• Phytodetectors - Functional Engineering of a Photosynthetic Desalination Pump Circuit
• Princeton Plasma Physics Laboratory (PPPL) - A Portable Ion-Energy Diagnostic for Transformative ARPA-E Fusion Energy R&D
• Princeton University - Electricity System Capacity Expansion and Operational Modeling for Evaluation and Optimization of Flexible Carbon Capture and Sequestration Systems
• Princeton University - Highly Efficient Charged Particle Beam Injection into Magnetically Confined Plasmas
• Raytheon Technologies Research Center - Multi-Material Topology Optimization for High Performance Heat Exchangers
• RTX Technology Research Center - CONFIRMMS: CONtrail Forecasting through In-situ Reliable Multisourced Modeling and Sensing
• Rutgers University - Waste-to-Energy (WTE)-Derived Low-Carbon-Footprint Concrete (LCFC)
• Sequoia Scientific - Real-time, In-situ Sensing of Sediment Properties for Environmental Monitoring of Deep-Sea Polymetallic Nodule Mining Real-time, In-situ Sensing of Sediment Properties for Environmental Monitoring of Deep-Sea Polymetallic Nodule Mining
• Siemens - Multi-Physics Topology Optimization for Dual Flow Heat Exchangers
• SiTration - Low-Cost Recycling of Lithium from Batteries via Conductive Membrane Nanofiltration
• Southern Research Institute - Machine Learning for Automated Maintenance of Future MSR
• Stanford University - Nuclear Product Detection from Deuterated Nanoparticles under Phonon Stimulation
• Stanford University - Co-Synthesis of Hydrogen and High-Value Carbon Products from Methane Pyrolysis
• Stoicheia - Discovery Platform for Low-Ir Anode Catalysts in PEM Electrolyzers
• Sublime Systems - Electrochemical Synthesis of Low-Carbon Cement
• Sylvatex - Breakthrough Process to Manufacture Very Low-cost LFP Cathode for Li-ion Batteries
• Texas A&M Engineering Experiment Station - ULTRA-H2: Reservoir Management of Natural Hydrogen from Ultramafic Rocks
• Texas Tech University - Advanced Materials Characterization and Nuclear Product Detection for LENR
• Texas Tech University - Development of Cubic Boron Nitride (c-BN) Ultrawide Bandgap Semiconductors
• Texas Tech University - Enhanced Hydrogen Production through Chemo-Bio-Physical Stimulations – with a View to Pilot Development
• The Boeing Company - Multidisciplinary Topology Optimization of Extreme Environment Heat Exchangers
• The Boeing Company - Contrail INformation for Collaborative Operations (CINCO)
• The City College of New York - Gypsum & Clay-Based Additives to MSW for Pre-Combustion Enhancement of Syngas and Solid Residue Improvement
• Tufts University - Living Filter Design for High-throughput, Low-cost Recovery of Critical Materials
• UHV Technologies - Highly Efficient Vacuum Smelting of Aluminum
• Ultra-low Loss Technologies - Space Division Multiplexing with Multi-Core Fiber for Energy Efficient Integrated Photonic Networking Technologies
• Ultrasonic Technology Solutions - Extremely Fast and Efficient Direct Contact Ultrasonic Drying for Roll To Roll Manufacturing
• Umaro Foods - Marine Bio-Ore Mining of Rare Earth Elements
• Universities Space Research Association - Physics & Machine Learning Based Aviation Contrails Prediction and Observation System
• University of Alaska Fairbanks - Assessments of Geochemistry, Concentration, and Scalability of REEs Recovery from Seaweeds
• University of California, Berkeley (UC Berkeley) - Ligand Facilitated Bioaccumulation: Biomining of Rare Earth and Other Critical Metals from Electronic Wastes
• University of California, Davis (UC Davis) - Electron Density Profile Measurements Using USPR
• University of California, Davis (UC Davis) - Carbon-Negative Buildings Assessment and Tool (CaNBAT)
• University of California, Los Angeles (UCLA) - Low-Temperature Architected Cementation Agents (LAMINAE)
• University of California, San Diego (UC San Diego) - Extremely Durable and Low-Cost Concrete: Ultralow Binder Content and Ultrahigh Tensile Ductility
• University of Colorado, Boulder (CU-Boulder) - Geopolymer Cements: Resistance-Engineered Sewer Infrastructure For Longevity Using Innovative, Energy-Efficient, Synthesis Techniques (RESILIENT)
• University of Connecticut - Detection and Fixation - A Lifecycle-management Framework Towards an SF6-Free Green Power Network
• University of Connecticut - Topology Optimization Of Additively Manufactured Heat-Exchanger Plates For Enhanced Performance (TOP-HEX)
• University of Florida - Boron Concrete For Active Formation of Lithium As Mitigation of Neutron-Induced Expansion and Passive Neutron Absorption
• University of Houston - Low-Cost, High-Rate Fabrication of High-Performance, Uniform, Long REBCO Conductors
• University of Illinois, Urbana-Champaign (UIUC) - Midwest Bioenergy Crop Landscape Laboratory (MBC-Lab): Capturing Spatio-temporal and Managerial Variations to Provide a Gold Standard Data and Platform for Validating Field-level Emission from Bioenergy Crops
• University of Illinois, Urbana-Champaign (UIUC) - Rapid AI-based Dissection of Ashes using Raman and XRF Spectroscopy (RADAR-X)
• University of Kentucky - Belite Cement, and Concretes; Novel Low-Energy Approaches To Making Concrete Extremely Durable
• University of Michigan - Systematic Evaluation of Claims Of Excess Heat Generation Form Deuteration Of Palladium-Nickel Nanocomposites
• University of Michigan - Electrochemical Direct Air Capture of CO2 Using Redox-Active Textiles
• University of Michigan - Ionizing Radiation Detection for Exploratory Experiments In Low-Energy Nuclear Reactions
• University of Michigan - Development of an Extremely Durable Concrete (EDC) - A Novel Approach Coupling Chemistry and Autogenous Crack Width Control
• University of Nebraska, Lincoln (UNL) - Extrapolation Domains for Aggregating Environmental Outcomes from Local to Regional Levels
• University of Nebraska, Lincoln (UNL) - Novel Commercial Farm-field Network to Quantify Emissions and Carbon Storage from Agricultural Bioenergy Feedstock Production
• University of North Dakota Energy & Environmental Research Center (UND-EERC) - Hydrolytic Softening of Ocean Water for Carbon Dioxide Removal
• University of Notre Dame - GaN Core-shell Nanofin Vertical Transistor (CoNVerT): A New Direction for Power Electronics
• University of Rochester Laboratory for Laser Energetics - LLE Diagnostic Resource Team for the Advancement of Innovative Fusion Concepts
• University of Southern California (USC) - Multiscale Characterization, Transport, and Mechanics for Enhanced H2 Recovery and Reservoir Management
• University of Tennessee, Knoxville (UT) - Ultra-Light Tightly-Integrated Modular Aviation-Transportation Enabling Solid-State Circuit Breaker (ULTIMATE-SSCB)
• University of Texas at Austin (UT Austin) - Nanotechnology-Enabled Transformer Life Extension
• University of Texas at Austin (UT Austin) - Foam-Assisted Enhanced Hydrogen Recovery (EHR)
• University of Texas at Austin (UT Austin) - Sustainable H2 Production from Abiotic Catalyst-Enhanced Stimulation of Iron-Rich Rocks
• University of Utah - Self-Sustaining Cementitious Systems in Roman Reactive Glass Concretes
• University of Washington (UW) - Parametric Open Data for Life Cycle Assessment
• University of Wisconsin-Madison (UW-Madison) - Multi-Physics Topology Optimization and Additive Manufacturing for High-Temperature Heat Exchangers
• Verdox - Electro-swing Adsorption for High Efficiency Direct Air Capture
• Verne - Decoupling High-Density Hydrogen from the Liquid Hydrogen Infrastructure: Catalyst-Filled Heat Exchangers for Modular Cryo-Compressors
• Virginia Polytechnic Institute and State University (Virginia Tech) - Physical, Chemical, and Mineralogical Characterizations of MSWI Ash Product and Recommendations for Downstream Processing
• Virginia Polytechnic Institute and State University (Virginia Tech) - High Power Density Cost-Effective MV DC Aircraft Cable
• Washington State University (WSU) - Biopolymer Modified Cementitious Systems with Radically Superior Strength and Durability
• Western Research Institute - Polymer/Oil Co-processing to Yield Liquid Products (MEME-CCS)
• WH-Power - Low Cost All Temperature Zinc-pulp Battery for Stationary Storage
• XFlow Energy - Low-Cost Wind Energy Through Dense VAWT Arrays: Fatigue Loads and Power Performance Risk Mitigation
• Zephyr Innovations - Air Conditioning via Liquid Desiccant Dehumidification
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