... strategic plans. benchmarking climate change risk management portfolio analysis performance indicator artificial intelligence portfolio optimization adverse scenario selection objective performance objective performance delivery computation torpedoe metric consideration strategic...

... in relation to other assets within the portfolio. For asset level planners whose goal it is to meet or exceed performance targets, achievable targets with constrained capital and resources is half the battle. For corporate planners performing portfolio analysis, the difficulty lies in appropriately setting...

... was needed. machine learning portfolio optimization Artificial Intelligence Portfolio analysis Upstream Oil & Gas modeling variance asset and portfolio management portfolio project selection constraint selection Implementation investment opportunity portfolio process capital...

... Artificial Intelligence planning & scheduling pricing Modeling & Simulation Portfolio analysis assessment adjustment assumption project allocation consideration scenario analysis best practice allocation price scenario analysis planning process asset and portfolio management Upstream...

... management Upstream Oil & Gas objective function dependency Portfolio analysis project 1 project 3 portfolio Capital Efficiency NPV economics optimized portfolio capital constraint value economics capital budget society of petroleum engineers portfolio optimization constraint unintended...

... correction of uncertainty assessments, via training or ongoing feedback, and external correction of forecasts using measurements of bias from calibration results. risk and uncertainty assessment Portfolio analysis asset and portfolio management risk management project valuation underconfidence...

.... portfolio optimization portfolio asset and portfolio management upstream oil & gas selection objective function artificial intelligence portfolio analysis constraint portfolio selection standard deviation modern portfolio theory case study type well linear programming society of petroleum...

... intelligence portfolio analysis optimal portfolio africa genetic algorithm decision maker npv portfolio optimization portfolio capex objective total production efficient portfolio spe 146583 optimisation approach optimization problem constraint metric total cost linear programming...

... evaluation, development timing and pacing options, and portfolio balance under various macro-economic conditions. The characteristics of project level analysis will be contrasted to the decisions and insights made possible via a holistic portfolio based approach. portfolio analysis assumption...

... & scheduling portfolio analysis asset and portfolio management information business intelligence constraint artificial intelligence capital investment decision process strategic planning and management benchmarking Introduction The oil and gas industry is entering a new era of risk...

... Portfolio analysis approximation small number machine learning portfolio optimization Monte Carlo simulation Modeling & Simulation pearson-tukey method Value distribution Scenario portfolio value probability distribution Swanson monte carlo swanson Standard Deviation Upstream Oil...

... asset and portfolio management Portfolio analysis cash flow efficient frontier risk management oil production project spe 116440 Introduction The oil industry is under increasing pressure to minimize the costs to extract oil and gas from ultra-deep waters, diminishing level of experienced...

... to be a severe constraint in this case). Adding 10 percent to shareholder value is the financial equivalent of a major new oil discovery. Modeling & Simulation Upstream Oil & Gas Artificial Intelligence Portfolio analysis efficient frontier analysis information portfolio optimization...

... and portfolio management Upstream Oil & Gas portfolio optimization unconventional resource economics Artificial Intelligence Portfolio analysis constraint budget mean value solution space spe hydrocarbon economics confidence level evaluation symposium Exhibition spe annual technical conference...

... portfolio analysis funnel constraint portfolio optimization decision management william haskett scarce resource calculation personnel Introduction Portfolio management technology has made great advances over the past forty years. It is a core component of the financial services industry...

.... The reason that many perceive that they can't start a portfolio process until their data improves boils down to a perception of portfolio analysis as a "black box". The fear is that this black box will "make decisions" that might radically change the company and so, if the data isn't perfect...

..., and that these may have a considerable impact on portfolio management. Decision Cycle Compression Abstract There is a growing suite of innovative new portfolio analysis tools available, but there are still many questions about how to turn the theories, tools and techniques into tangible profit improvements...

... the guidance from a Markowitz approach with those from a Markov chain approach. The incremental insights are much greater than the cost of increased project detail required for the analysis. pathway machine learning exploration opportunity pomdp upstream oil & gas markowitz approach portfolio...

... issues surrounding water injection, ranging from discounted cash flow analysis to portfolio analysis. It is shown how quantitative technical and economic analysis of the available options allows optimum decisions for process management. Advance planning ensures that changes in water injection performance...

... intelligence standard deviation optimal portfolio asset and portfolio management investor indifference curve spe 84329 certainty equivalent risk aversion coefficient portfolio campbell probability portfolio analysis portfolio optimization risk attitude investment upstream oil & gas...