GeothermalMDP

By: lanasaad, mansurarief, and mykelk.

This repo contains a simplified MDP model for Geothermal reservoir planning and exploration. Given an estimated temperature across points in a reservoir, how to determine the optimal sequence of well pairs to drill (injector, producer) to optimize Geothermal energy harvested (and thus the NPV) in the long-run.

Example

using POMDPTools
using Random

include("src/pomdp.jl")
include("src/policy.jl")
include("src/utils.jl")

rng = MersenneTwister(1)
mdp = GeothermalMDP()

# random policy
policy = BuildRandom(mdp)
hr = HistoryRecorder(max_steps=30)
@time rhist = simulate(hr, mdp, policy);

Data

Place your reservoir model reservoir.csv in the data dir