Design and implementation of an integrated intelligent HSE risk monitoring and analysis system based on artificial intelligence and Edge AI for the automatic detection of personal protective equipment (PPE), hazardous conditions, fire, and smoke through the fusion of visual and sensor data, enabling real-time risk prediction, reducing human error, and enhancing safety in the oil, gas, petrochemical, and construction industries.
Accurate PPE detection under poor lighting and occlusion conditions; deployment of deep learning models on resource-constrained hardware with real-time response; temporal synchronization of visual and sensor data within a multi-source architecture; limited availability of historical incident data, addressed through synthetic data generation and transfer learning; and design of ruggedized hardware capable of operating in harsh environmental conditions (−20°C to +60°C, IP67, and ATEX compliance).
Design of sensor boards and industrial enclosures; procurement of cameras and processing modules; dataset collection and annotation; development of deep-learning and transfer-learning models for PPE and hazardous-condition detection; development of a multi-source data analytics and risk prediction engine; and pilot deployment at two industrial sites to collect real-world operational data.
A hardware prototype (camera, sensors, and Edge AI), PPE and hazardous-condition detection models, a risk analysis and prediction engine, an integrated management dashboard featuring heat maps and trend forecasting, an HSE scoring system, technical and commercialization documentation, and at least two deployed industrial pilot systems.
Jey Oil Refining Company
Design and development of magnetoactive nanoceramic coatings to inhibit the nucleation and growth of coke deposits in process equipment used in bitumen-producing refineries. Through surface engineering, these coatings prevent the initial adhesion of coke, thereby enhancing equipment efficiency and extending its service life.
Jey Oil Refining Company
Design and manufacture of an industrial turbo-compressor to supply combustion chamber air and plant compressed air by utilizing the heat generated from the combustion of excess gas. The key innovation is the elimination of the power turbine rotor and the splitting of the hot gas flow upstream of the gas-generator turbine inlet, which reduces costs while increasing aerodynamic loading.
Jey Oil Refining Company
Design and fabrication of a compact heat exchanger for preheating the compressed air supplied to the oxidation reactor from 90°C to 200°C, using direct flame heat and combustion products from excess gas. The heat exchanger is installed in the excess-gas burner wall and fabricated from A516 steel plate with minimized welding requirements.