TS-072984 — Complex systems are entering the market faster while safety verification grows harder, especially when detailed designs or operational data don’t yet exist. Traditional tools (FMEA, FTA, PRA) either require finalized designs, focus on forward propagation, or struggle with partial failures and fu…

TS-072941 — Current additive manufacturing (AM) methods for high-performance alloys, such as Inconel 718, face significant challenges: poor control over microstructure, high porosity, and limited resistance to harsh environments (e.g., high temperature, hydrogen attack). These issues lead to premature failure…

TS-072615 — The Need Efficient carbon dioxide (CO₂) utilization and separation remain critical challenges in energy, chemical, and environmental sectors. Existing processes for CO₂ conversion to carbon monoxide (CO) and for separating CO₂/CO mixtures are energy-intensive, costly, and often lack selectivit…

TS-072583 — The Need The ammonia industry is a major contributor to global CO₂ emissions, primarily due to its reliance on fossil fuels for hydrogen production and the energy-intensive air separation process for nitrogen. With over 500 million tons of CO₂ emitted annually from ammonia synthesis, there is a …

TS-072582 — The Need Current hydrogen production methods, such as steam methane reforming, are energy-intensive and emit significant CO₂, posing challenges for industries seeking low-carbon solutions. There is a critical need for scalable, efficient processes that enable continuous hydrogen generation while a…

TS-072580 — The Need Rising atmospheric CO₂ levels from fossil fuel combustion pose urgent climate and regulatory challenges. Existing carbon capture and sequestration technologies are often costly, energy-intensive, or limited in scalability. There is a critical need for economically viable solutions that no…

TS-072579 — The Need Industrial processes that utilize syngas (hydrogen and carbon monoxide) often generate tail gas streams rich in CO₂ and other byproducts. Conventional carbon capture methods, such as acid gas removal units, are highly energy-intensive and reduce overall plant efficiency. There is a critic…

TS-072577 — The Need The transition to sustainable energy is hindered by the limitations of current hydrogen production methods, which rely heavily on fossil fuels and struggle with efficient, low-emission processing of solid fuels like biomass and coal. Existing chemical looping systems face challenges such as…

TS-072576 — The Need Drinking water utilities face mounting challenges in managing alum sludge, a byproduct of water treatment, as landfill options dwindle and disposal costs rise. Simultaneously, utilities must address increasingly stringent regulations for organic contaminants such as disinfection byproducts …

TS-072175 — The Need Modern industrial and energy systems are increasingly complex, making timely fault detection and discrimination critical for safety, reliability, and cost control. Existing fault diagnosis methods often struggle with transient states, require extensive historical data, or lack interpretabil…