We are developing a low-cost, event-driven acoustic sensing concept for persistent maritime awareness. Project Jellyfish combines distributed underwater sensor nodes, local signal processing, and surface-based data fusion to reduce the power and bandwidth demands of continuous acoustic monitoring. Rather than transmitting raw data, the system is designed to identify meaningful events at the edge and report only compressed, actionable information. The current effort focuses on validating detection feasibility, node-level processing, communications, and scalable deployment under realistic operational constraints.
We investigate complex product and service failures where technical symptoms, repair records, and organizational responsibilities are spread across multiple systems. This case study examines a connected-vehicle issue involving unreliable GPS, emergency communication, app connectivity, repeated service visits, and unresolved technical escalation. By organizing field evidence, repair documentation, technical references, and service communications, the project established a clear factual record and a structured path for regulatory review, warranty escalation, and accountable resolution.
We investigate real-world product failures where technical faults, prior repairs, and fragmented service records make resolution difficult. This case study follows the diagnosis and recovery of a residential appliance affected by repeated component failures, inconsistent repair history, and unclear accountability. By combining hands-on troubleshooting, evidence review, cost analysis, and targeted corrective action, we developed a practical path to restore function while documenting the broader service and reliability issues behind the failure.
Ashlar explores complex problems through applied research, systems thinking, and evidence-based action. Whether developing a new technical concept, investigating an unresolved product failure, or turning fragmented records into a clear path forward, we focus on testable, documented, and actionable work.
We welcome researchers, technical specialists, public-sector organizations, and others tackling difficult problems where conventional processes have not produced a reliable result.
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