NILM based Energy Disaggregation Algorithm for Dairy Farms.
Akhilesh YadavAnuj SinhaAbdessamad SaidiChristoph TrinklWilfried ZörnerPublished in: NILM@SenSys (2020)
Keyphrases
- improved algorithm
- dynamic programming
- optimization algorithm
- computational complexity
- learning algorithm
- high accuracy
- k means
- cost function
- times faster
- np hard
- matching algorithm
- computational cost
- preprocessing
- similarity measure
- linear programming
- recognition algorithm
- estimation algorithm
- ant colony optimization
- detection algorithm
- computationally efficient
- expectation maximization
- neural network
- probabilistic model
- experimental evaluation
- optimal solution
- level set
- input data
- simulated annealing
- tree structure
- path planning
- memory requirements
- significant improvement
- search space
- single pass