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Christian Johansson Optimal Allocation of Smart Meters to Real or Virtual…
Christian Johansson Optimal Allocation of Smart Meters to
Real or Virtual Data Concentrators
Finding
optimally assign the smart meter communication
devices in an AMI network
substation
PLC
Head end
GPRS
Tool
Matlab
Method
read input ( Smart meter and power line link location
Network topology
cluster into groups
PLC
GPRS
Determine K in K mean clustering by experiment with different K value but this result is by rule of thumb K = sqrt(n/2) ; n= no. of Smart meter
or determine K by elbow method or the silhouette method,
Constrain
packet loss ratio data acquired from
either simulations or other sources
CAPEX and OPEX costs
cheapest assignments