AI Enhanced & Optimization based Centralized/Decentralized/Distributed Approaches for Large-scale/Multi-agent systems
AI Enhanced & Optimization based Centralized/Decentralized/Distributed Approaches for Large-scale/Multi-agent systems
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Distributed Fault Diagnosis (FDI, DX), Distributed Fault-Tolerant & Reconfigurable Control, Cyber Secure & Resilient Control
Distributed Fault Diagnosis (FDI, DX), Distributed Fault-Tolerant & Reconfigurable Control, Cyber Secure & Resilient Control
Advanced Learning and Optimization methods
Advanced Learning and Optimization methods
Combined machine and deep learning & model-based approaches
Combined machine and deep learning & model-based approaches
Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), Reinforcement Learning (RL) algorithms, and Distributed and Parallel Computing Methods
Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), Reinforcement Learning (RL) algorithms, and Distributed and Parallel Computing Methods
SYSTEM SPECIFIC
SYSTEM SPECIFIC
COMPLEX SYSTEMS CONTROL
COMPLEX SYSTEMS CONTROL
MODELLING, CONTROL AND SUPERVISION OF COMPLEX SYSTEMS
MODELLING, CONTROL AND SUPERVISION OF COMPLEX SYSTEMS
Dynamic modeling and paremeter identification
Real-time monitoring and control
Non-linear and large-scale systems
Fault-tolerant control (active, passive, MPC)
ENGINES - Gas Turbine, Automotive Engine
ENGINES - Gas Turbine, Automotive Engine
Large-scale PROCESS PLANTS
Large-scale PROCESS PLANTS
ENERGY SYSTEMS
ENERGY SYSTEMS
ENERGY MANAGEMENT
ENERGY MANAGEMENT
Control and integration of renewable energy sources
Energy distribution and efficiency
Enviromental impact
Operation of critical infrastructure systems
POWER GENERATION (DPG/Converters)
POWER GENERATION (DPG/Converters)
SOLAR AND WIND FARMS
SOLAR AND WIND FARMS
BATTERIES AND STORAGE
BATTERIES AND STORAGE
HYDROGEN AND FUEL CELLS
HYDROGEN AND FUEL CELLS
Large-scale (building) HVAC
Large-scale (building) HVAC
INDUSTRIAL COOLING SYSTEMS
INDUSTRIAL COOLING SYSTEMS
WATER CYCLE CONTROL SYSTEMS
WATER CYCLE CONTROL SYSTEMS
DRINKING WATER NETWORKS, IRRIGATION SYSTEMS
DRINKING WATER NETWORKS, IRRIGATION SYSTEMS
Modeling of drinking water networks, irrigation systems
Real-time monitoring and control
URBAN DRAINAGE SYSTEMS
URBAN DRAINAGE SYSTEMS
Real-time control of sewage systems
Control of wastewater treatment plants
SAFE CONTROL OF AUTONOMOUS VEHICLES
SAFE CONTROL OF AUTONOMOUS VEHICLES
SAFE DRIVING
SAFE DRIVING
Fault-tolerant control & Model predictive control (MPC)
AUTONOMOUS DRIVING
AUTONOMOUS DRIVING
Self-driving
Cooperative driving - Vision- Communication based- Traffic Safety
- Integration of safety and cybersecurity mechanisms
Advanced driver assistance system (ADAS), Dynamic Planning
SPECIFIC/COMMON TOPICS
SPECIFIC/COMMON TOPICS
Energy Management;
Energy Management;
- Energy Efficiency
- Energy Efficiency
- Thermal Comfort
- Thermal Comfort
- Demand Response, Scheduling, Peak Load
- Demand Response, Scheduling, Peak Load
- Battery Storage Systems (BESS) / (EV) Charging, etc.
- Battery Storage Systems (BESS) / (EV) Charging, etc.
- Optimal/Dynamic Dispatch
- Optimal/Dynamic Dispatch
- System/Control Reconfiguration
- System/Control Reconfiguration
Predictive Maintenance;
Predictive Maintenance;
- Predictive (Distributed) Fault Diagnosis: Detection, Isolation, and Identification;
- Predictive (Distributed) Fault Diagnosis: Detection, Isolation, and Identification;
- Sensor and System (process/actuator) Fault
- Sensor and System (process/actuator) Fault
- Prognosis and Heath Monitoring (PHM);
- Prognosis and Heath Monitoring (PHM);
- Machinery Performance Assessment/Anomaly Detection
- Machinery Performance Assessment/Anomaly Detection
- Leak-Outage Detection, Estimation, Localization in Distribution Networks
- Leak-Outage Detection, Estimation, Localization in Distribution Networks
Cyber Secure-Resilient Networked Control Systems;
- Cooperative - Distributed/Decentralized MPC Approaches
- Cooperative - Distributed/Decentralized MPC Approaches
- Control Algorithms
- Control Algorithms
- Monitoring Schemes
- Monitoring Schemes
Security of Consensus- Distributed Control of (Heterogeneous) Networks/Multi-Agent Systems under the effect of faults and attacks; model changes, uncertain parameters or couplings
Attack Mitigation;
Attack Mitigation;
- Active Strategies
- Active Strategies
- Passive Strategies
- Passive Strategies
Distributed Attack/Intrusion Detection, Identification;
Distributed Attack/Intrusion Detection, Identification;
-Analytic and Learning Detection Strategies; Deception (Replay) attacks, etc.
-Analytic and Learning Detection Strategies; Deception (Replay) attacks, etc.
AUTONOMOUS VEHICLES
PROCESS SYSTEMS: WATER, ENERGY, PROCESS INDUSTRY, TRANSPORTATION, etc.
Decentralized Control for Smarter, Greener Systems
Decentralized Control for Smarter, Greener Systems
Through the decentralization of control, DXON empowers industries to achieve higher reliability, flexibility, and efficiency. Our systems are designed to minimize single points of failure and enhance real-time decision-making through distributed intelligence.
By combining decentralized and hybrid architectures, DXON ensures robust system performance across multiple sectors—especially in environments where continuity and resilience are critical.
Hybridization and System Integration
Hybridization and System Integration
Our Flexible and Trusted Control System (FTCS) is perfectly suited for essential and high-priority applications such as wind farms, solar grids, autonomous driving, and industrial automation networks—where maintaining uptime and safety are top priorities.
By means of our flexible architecture, diverse systems like wind farms, solar panels, microgrids, storage facilities, and autonomous vehicles are seamlessly connected into a single integrated network. This integration ensures smooth communication among components through secure, scalable data protocols.
AI-Powered Predictive Maintenance
AI-Powered Predictive Maintenance
Our advanced AI algorithms predict faults, wear, and anomalies in real-time—enabling proactive decisions for maintenance, reconfiguration, and performance optimization. Predictability is key to ensuring system health and longevity, and our AI-driven approach provides the necessary insight to act before disruptions occur.
AI-based predictive maintenance analyzes real-time data to anticipate equipment failures even before they happen. It allows for timely interventions that reduce downtime, extend asset life, and cut maintenance costs.
FTCS is especially valuable in industries where uninterrupted operation is non-negotiable—such as renewable energy, manufacturing, utilities, aerospace, and autonomous vehicles. These intelligent systems self-detect faults, isolate them, and self-correct automatically, ensuring continuous operation without human intervention.
Decentralized/Distributed Execution with Centralized Monitoring
Decentralized/Distributed Execution with Centralized Monitoring
DXON’s architecture allows distributed or decentralized execution while maintaining centralized and/or distributed monitoring. This balance ensures efficient control, faster response times, and improved resilience across networked systems.
Three Decades of Expertise in Renewable Energy Integration
Three Decades of Expertise in Renewable Energy Integration
With over 20 years of experience in renewable energy integration, real-system validation, and AI-driven automation, DXON has collaborated across multiple sectors—ranging from utility and water management to autonomous vehicle systems. Our solutions are proven, reliable, and built for the future of smart energy.
Partner with DXON for Smarter, Greener Control Solutions
Partner with DXON for Smarter, Greener Control Solutions
The future of energy lies in smart automation and decentralized, intelligent systems. Partner with DXON to build scalable, secure, and sustainable control solutions that drive operational excellence and environmental responsibility.
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