Article · International Journal of Electronics and Telecommunications · November 10, 2023
Hardware-Software Complex for Predicting the Development of an Ecologically Hazardous Emergency Situation on the Railway
Valeriy Lakhno, M. Shalabayeva, Olena Kryvoruchko, Alona Desiatko, Віталій ЧУБАЄВСЬКИЙ, Zhibek Alibiyeva
Abstract
A hardware-software system has been implemented to monitor the environmental state (EnvState) at the site of railway (RY) accidents and disasters. The proposed hardware-software system consists of several main components. The first software component, based on the queueing theory (QT), simulates the workload of emergency response units at the RY accident site. It also interacts with a central data processing server and information collection devices. A transmitter for these devices was built on the ATmega328 microcontroller. The hardware part of the environmental monitoring system at the RY accident site is also based on the ATmega328 microcontroller. In the hardwaresoftware system for monitoring the EnvState at the RY accident site, the data processing server receives information via the MQTT protocol from all devices about the state of each sensor and the device's location at the RY accident or disaster site, accompanied by EnvState contamination. All data is periodically recorded in a database on the server in the appropriate format with timestamps. The obtained information can then be used by specialists from the emergency response headquarters.
More by Valerii Lakhno
- Network-Aware Cloud Integration with Uncertainty-Gated Pareto Decisions: A Formal Cognitive Architecture with Exact Computational VerificationFuture Internet · 2026
- Cloud-Integration MCDM: Network-Aware Extension and Uncertainty-Gated AdmissionZenodo · 2026
- Developing the Methodological Competence of Future IT Engineers in the Republic of Kazakhstan Through Problem-Oriented LearningEducation Sciences · 2026
- АДАМИ ФАКТОРДЫ ЕСКЕРЕ ОТЫРЫП, АҚПАРАТТЫҚ-БІЛІМ БЕРУ ЖҮЙЕЛЕРІНІҢ АҚПАРАТТЫҚ ҚАУІПСІЗДІГІНІҢ ТӘУЕКЕЛДЕРІН БАҒАЛАУ МОДЕЛІНаучный журнал "Вестник Актюбинского регионального университета имени К Жубанова" · 2026
