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shirley123:
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Identified as R1Identified as R2Identified as R3Identified as R4R14503 (90.06%)91 (1.82%)383 (7.66%)23 (0.46%)R2255 (5.10%)4590 (91.80%)155 (3.10%)0 (0.00%)R3346 (6.92%)248 (4.96%)4263 (85.26%)143 (2.86%)R40 (0.00%)0 (0.00%)327 (6.54%)4673 (93.46%)
Cells within each trial dataset are classified based on their correlation to the dictionary datasets. Trial datasets consist of 100 cells in each of R1-R4 gates. The dictionary dataset is composed of 23,794 R1; 3,483 R2; 1,585 R3 and 417 R4 cells. Classification is based on the average of the top m = (17, 17, 9, 17)dictionary matches for (R1, R2, R3, R4) dictionaries. The overall classification accuracy is 90.15%.
Classification of Cells or Batteries
Electrochemical batteries are classified into 4 broad categories.
A primary cell or battery is one that cannot easily be recharged after one use, and are discarded following discharge. Most primary cells utilize electrolytes that are contained within absorbent material or a separator (i.e. no free or liquid electrolyte), and are thus termed dry cells.
A secondary cell or battery is one that can be electrically recharged after use to their original pre-discharge condition, by passing current through the circuit in the opposite direction to the current during discharge. The following graphic evidences the recharging process.

Secondary batteries fall into two sub-categories depending on their intended applications.
Cells that are utilized as energy storage devices, delivering energy on demand. Such cells are typically connected to primary power sources so as to be fully charged on demand. Examples of these type of secondary cells include emergency no-fail and standby power sources, aircraft systems and stationary energy storage systems for load-leveling.
Cells that are essentially utilized as primary cells, but are recharged after use rather than being discarded. Examples of these types of secondary cells primarily include portable consumer electronics and electric vehicles.
Identified as R1Identified as R2Identified as R3Identified as R4R14503 (90.06%)91 (1.82%)383 (7.66%)23 (0.46%)R2255 (5.10%)4590 (91.80%)155 (3.10%)0 (0.00%)R3346 (6.92%)248 (4.96%)4263 (85.26%)143 (2.86%)R40 (0.00%)0 (0.00%)327 (6.54%)4673 (93.46%)
Cells within each trial dataset are classified based on their correlation to the dictionary datasets. Trial datasets consist of 100 cells in each of R1-R4 gates. The dictionary dataset is composed of 23,794 R1; 3,483 R2; 1,585 R3 and 417 R4 cells. Classification is based on the average of the top m = (17, 17, 9, 17)dictionary matches for (R1, R2, R3, R4) dictionaries. The overall classification accuracy is 90.15%.
Classification of Cells or Batteries
Electrochemical batteries are classified into 4 broad categories.
A primary cell or battery is one that cannot easily be recharged after one use, and are discarded following discharge. Most primary cells utilize electrolytes that are contained within absorbent material or a separator (i.e. no free or liquid electrolyte), and are thus termed dry cells.
A secondary cell or battery is one that can be electrically recharged after use to their original pre-discharge condition, by passing current through the circuit in the opposite direction to the current during discharge. The following graphic evidences the recharging process.

Secondary batteries fall into two sub-categories depending on their intended applications.
Cells that are utilized as energy storage devices, delivering energy on demand. Such cells are typically connected to primary power sources so as to be fully charged on demand. Examples of these type of secondary cells include emergency no-fail and standby power sources, aircraft systems and stationary energy storage systems for load-leveling.
Cells that are essentially utilized as primary cells, but are recharged after use rather than being discarded. Examples of these types of secondary cells primarily include portable consumer electronics and electric vehicles.
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