Research
Hanatech’s event-driven architecture is informed by applied AI research in sensor fusion, event modeling, behavioral analysis, anomaly detection, and edge-to-cloud analytics.
We emphasize transparent assumptions and audit-ready reporting—so performance claims can be validated against real operational data and documented outcomes.
Research-Backed Infrastructure Design
Hanatech IoT solutions are grounded in applied research, real-world operational data, and validated engineering principles. We design and commission intelligent systems based on how buildings and infrastructure actually behave — not theoretical models or vendor assumptions.
Applied Systems Research
Our work is informed by continuous analysis of building controls, energy systems, and operational telemetry across real facilities. We study how control logic, schedules, overrides, and human behavior interact in practice.
Data-Validated Methods
Every engagement emphasizes measurable inputs and outputs — including runtime data, event logs, trend histories, and before/after comparisons where available — enabling transparent reporting and defensible decision-making.
Pilot-Driven Design
We favor controlled pilots and phased rollouts over assumptions at scale. This approach allows teams to validate outcomes, refine configurations, and scale confidently without disruption or unnecessary risk.
Publications
Our smart building and energy optimization platforms are informed by peer-reviewed research and real-world deployments in multi-unit and commercial environments.
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IoT-Driven User Autonomy for Energy Optimization in Smart Buildings