yuquandu / Data-driven-Ship-Fuel-Efficiency-ModelingLinks
This projects adopts machine learning models to quantify the daily/hourly bunker fuel consumption of a ship in different sailing speed, displacement/draft, trim, weather, and sea conditions. The industry data utilized include voyage report data, sensor data, AIS data, and meteorological data. Apart from Python code, here, we also share 130 train…
☆33Updated 3 years ago
Alternatives and similar repositories for Data-driven-Ship-Fuel-Efficiency-Modeling
Users that are interested in Data-driven-Ship-Fuel-Efficiency-Modeling are comparing it to the libraries listed below
Sorting:
- Modeling ship performance curves to reduce fuel consumption☆23Updated 2 years ago
- This project use genetic algorithm to solve the facility location problem in matlab.☆24Updated 7 years ago
- Implementation of Non-dominated Sorting Genetic Algorithm (NSGA-II), a Multi-Objective Optimization Algorithm in Python☆48Updated 7 years ago
- SIMROUTE: Weather Ship Routing (WSR) Code. The software is constructed considering available Copernicus Marine Environment Monitoring Ser…☆67Updated 6 months ago
- Modelling marine traffic in the ice-covered Baltic Sea using AIS data☆78Updated 5 years ago
- Finding the optimal location for public charging stations – a GIS based MILP approach☆17Updated 3 years ago
- Solar energy power generation, we need to predict the production of solar photovoltaic(PV). And the dataset contains attributes like temp…☆25Updated 3 years ago
- Electric Vehicle Routing Problem☆33Updated 4 years ago
- Capacitated Vehicle Routing Problem with Time Windows (NP-Hard). Winner at ICHack 18.☆29Updated 7 years ago
- This work explains how OR and ML in tandem can help us making a cost efficient decisions. I have used a Supply Chain Network Design use c…☆24Updated 4 years ago
- ☆44Updated 4 years ago
- Proposed a mathematical model for optimizing the profits and emissions while setting dynamic prices of electricity. A bilevel & multi-obj…☆22Updated 3 years ago
- Feasibility study on using mixed-integer-linear programming for solving optimal pump scheduling problem in water distribution networks.☆14Updated last year
- Complementary Jupyter notebooks for load forecasting tutorial.☆12Updated 5 years ago
- optimizing locations of electric vehicle charging stations in the city of Toronto☆33Updated 2 years ago
- Probabilistic Deep Learningfor Electric-Vehicle Energy-Use Prediction☆22Updated 3 years ago
- Driving Range Prediction and Energy Consumption Rate Deviation Classification using ML Models based on Real Electric Vehicle Data☆50Updated last year
- This project optimizes EV charging station placement and capacity using MATLAB. It calculates optimal locations based on voltage stabilit…☆14Updated last year
- Multi-Objective PSO (MOPSO) in MATLAB☆35Updated 4 years ago
- zzh89982330 / Geatpy-Implementation-Co-operative-Prediction-Strategy-for-Dynamic-Multi-Objective-OptimizationThis repository contains the geatpy implementation for paper: Co-operative Prediction Strategy for Solving Dynamic Multi-Objective Optimi…☆10Updated 5 years ago
- Spatio Temporal DBSCAN algorithm in Python. Useful to cluster spatio-temporal data with irregular time intervals, a prominent example cou…☆36Updated 5 years ago
- Predicting the energy consumption of EVs using the RNN and LSTM. Competencies: Machine Learning, RNN, SUMO Simulation. Python Libraries: …☆20Updated 4 years ago
- A new Nature-inspired optimization algorithm: Aptenodytes Forsteri Optimization algorithm (AFO)☆19Updated 3 years ago
- 交通分配☆24Updated 5 years ago
- This repository contains Evolutionary Algorithms that can be used for multi-objective optimization. Interactive optimization is supported…☆12Updated last year
- Heuristic global optimization algorithms in Python☆57Updated 4 years ago
- The pyVRP is python library that solves (using Genetic Algorithms): Capacitated VRP, Multiple Depot VRP, VRP with Time Windows, VRP with …☆35Updated 4 months ago
- Multi-Objective Grey Wolf Optimizer☆17Updated 3 years ago
- An Electric Vehicle Routing Problem with limited charging capacity at stations☆12Updated 6 years ago
- Ship Routing Algorithms for Just-In-Time and Energy Efficient Voyages. By using a genetic algorithm we strive the lowest possible fuel co…☆26Updated 2 years ago