* Reservoir and Oilfield Modeling * Real-time optimization
* Fracking Environmental Protection* Environmental solutions
Orr & Associates focuses on
(a) analysis and interpretation (perception) of data;
(b) building models (of the system) defining cause-effect relationships, and thus, able to predict;
(c) improving the system, finding the best mode of operation for a given goal or set of goals;
The models are thus goal-oriented; they are either data-driven or physically-based, or both.
Complex systems (with systems of systems) may include many linked models. Orr & Associates' expertise is in identifying, using, and building the best models and predictive tools for a particular system with particular goals (including conflicting objectives), and performing continual (real-time) optimization (e.g., finding best well locations and schedules and/or best system configuration).
* From uncertainty to RA* Monte Carlo Simulations* Fuzzy Numbers and FL* Decision-Making
Orr & Associates
Increasing efficiency in real time through knowledge and advanced computing
* Geostatistics* Stochastic analyses * Machine learning * Data mining
* Modeling
* Water management
* Heap Leach and In-Situ
* Dewatering
* Closure & Remediation
Intelligent Control Systems - from Big data to modeling, optimization, and autonomous control
Real time decision-making under uncertainty and risk
Hydrogeology - from site characterization to 3D modeling
Mining - Optimal water management and leaching processes
Environmental assessment, monitoring, and remediation
Risk Assessment and Decision Making
Control and optimization of complex water systems (storage, supply, water treatment, and associated power supply)
Intelligent Oil Fields - from production to water management
Intelligent financial planning
Intelligent Fab control
Autonomous project management