Benchmarking Off-Grid Edge AI on Legacy Devices for Sustainable Deployment
This technology presents a sustainable, off-grid edge AI system that leverages legacy devices and renewable energy to enable intelligent computing in resource-limited environments.
Background:
Traditional artificial intelligence infrastructures depend heavily on continuous internet connectivity and advanced, energy-demanding hardware, restricting...
Published: 4/13/2026
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Inventor(s): Asela Abeya, Nick LeJeune
Keywords(s): artificial intelligence for social good, benchmark, Energy-Aware Inference, Large language models, Legacy-Phone Clients, Modular Edge AI, Off-Grid AI, renewable energy, solar energy, Sustainable Computing, Technologies, wind energy
Category(s): Campus > SUNY Polytechnic Institute, Technology Classifications > Artificial Intelligence, Technology Classifications > Energy Conservation
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Smart Roof Heating System for Ice and Snow Mitigation​
This smart roof heating system uses energy-efficient, sensor-controlled graphite heating pads powered by solar and grid electricity to automatically melt ice and snow, protecting buildings from winter damage while minimizing energy use and requiring no manual intervention.
Background:
The accumulation of ice and snow on building roofs presents a...
Published: 4/9/2026
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Inventor(s): Ahmed Abdelaal, Thanaphat Darunsonthaya
Keywords(s): autonomous de-icing, Ice and snow mitigation, smart heating system, smart infrastructure, Technologies
Category(s): Campus > SUNY Polytechnic Institute, Technology Classifications > Energy Conservation, Technology Classifications > Clean Energy
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Model-Driven Techniques for Virtual Network Function Rehoming for Service Chains
050-9134: Model-Driven Techniques for Virtual Network Function Rehoming for Service Chains
A system that identifies when a trigger event occurs within a cloud infrastructure for infrastructure management
Background:
The shift in communication networks from specialized hardware to virtualized network functions (VNFs) operating within cloud infrastructures...
Published: 4/7/2026
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Inventor(s): Anshul Gandhi, Muhammad Wajahat
Keywords(s):
Category(s): Technology Classifications > Computers, Technology Classifications > Computer Software, Technology Classifications > Energy Conservation, Campus > Stony Brook University
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Chemical Strategies for Improving Performance of Electrode Materials for Batteries
050-8970 Chemical Strategies for Improving Performance of Electrode Materials for Batteries
A lithium-ion battery anode material consisting of a 3D nanocomposite with enhanced cycling stability
Background:
The demand for high-performance lithium-ion batteries is currently limited by the inherent trade-offs between safety, capacity, and structural...
Published: 4/2/2026
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Inventor(s): Stanislaus Wong, Lei Wang, Coray McBean, Amy Marschilok, Kenneth Takeuchi, Esther Takeuchi
Keywords(s):
Category(s): Technology Classifications > Clean Energy, Technology Classifications > Energy Conservation, Technology Classifications > Nanotechnology, Campus > Stony Brook University
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LOW GLOBAL WARMING COMBINED HVAC AND HOT WATER SYSTEM FOR RESIDENTIAL APPLICATIONS
This technology uses transcritical CO2 as a working fluid to efficiently provide both heating, cooling, and hot water in a single combined HVAC and water heating system.
Background:
Heating, ventilation, and air conditioning (HVAC) systems, along with water heating units, are essential components in residential and commercial buildings, providing...
Published: 2/18/2026
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Inventor(s): Jorge Gonzalez-Cruz, Prathap Ramamurthy, David Garraway
Keywords(s): automated systems, control systems, heating, Technologies
Category(s): Campus > University at Albany, Technology Classifications > Clean Energy, Technology Classifications > Energy Conservation
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Quantum Contingency Scanning for Power System Security
050-9530 Quantum Contingency Scanning for Power System Security
A method designed to identify power system outages by leveraging a hybrid quantum-classical architecture
Background:
Modern power grids face rising complexity from renewable energy and extreme climate events. Maintaining Steady-State Security requires "Contingency Analysis" (CA)—simulating...
Published: 2/12/2026
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Inventor(s): Peng Zhang, Fei Feng, Yifan Zhou, Yacov Shamash
Keywords(s):
Category(s): Technology Classifications > Clean Energy, Technology Classifications > Energy Conservation, Technology Classifications > Information Technology, Campus > Stony Brook University
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Zinc sulfur batteries catalyzed by dichalcogenides
050- 9499 Zinc sulfur batteries catalyzed by dichalcogenides
A structurally stable catalyst to enhance the performance of zinc-sulfur aqueous batteries
Background:
Current battery technologies, predominantly lithium-ion, face significant drawbacks including high costs, reliance on scarce materials, and inherent safety risks like flammability....
Published: 1/29/2026
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Inventor(s): Amy Marschilok, Kenneth Takeuchi, Esther Takeuchi
Keywords(s):
Category(s): Technology Classifications > Clean Energy, Technology Classifications > Energy Conservation, Campus > Stony Brook University
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Energy Efficient Steep Slope Cold Electron DIRAC Transistor
Graphene-enabled Dirac-source "cold" electron transistor breaks the sub-60 mV/decade threshold and achieves current density over 1µA/µm
Background:
Power dissipation and energy efficiency in electronics are huge barriers facing the explosive growth of artificial intelligence (AI) and high-performance computing (HPC). Metal-oxide-semiconductor...
Published: 2/19/2026
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Inventor(s): Huamin Li, Fei Yao
Keywords(s): Technologies
Category(s): Campus > University at Buffalo, Technology Classifications > Energy Conservation, Technology Classifications > Nanotechnology, Technology Classifications > Electronics, Technology Classifications > Quantum Computing
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Beam-controlled Spectral-selective Architecture for a Radiative Cooler
This invention enhances radiative cooling of buildings by manipulating the divergent angle of thermal emission. By adjusting the direction at which heat is diverted away from buildings by this beam controlled design, the dependence of radiative cooling performance on the presence of surrounding architecture and environment can be minimized. US12352...
Published: 3/30/2026
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Inventor(s): Qiaoqiang Gan, Lyu Zhou, Zongfu Yu, Haomin Song
Keywords(s):
Category(s): Technology Classifications > Energy Conservation
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Laser Assisted Ignition Method to Enable Ammonia Combustion
Overcoming carbon-free fuel challenges: laser-induced Ammonia combustion
RSS.HDBackground> Background: <
Decarbonization of the power production, transportation, industrial and building heating sectors is pivotal for meeting net-zero carbon goals of 2050. As solar and wind are rapidly brought online to decarbonize the power grid, we are faced...
Published: 8/29/2025
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Inventor(s): Dimitris Assanis, David Hwang
Keywords(s):
Category(s): Technology Classifications, Technology Classifications > Clean Energy, Technology Classifications > Environment, Technology Classifications > Energy Conservation, Campus > Stony Brook University
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