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{"sheet":"Figure 2a","index":0,"n_rows":104,"n_cols":11,"rows_kept":104}
["Figure 2a"]
["Definition of the three battery states with cycling evolution in the dataset."]
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{"sheet":"Figure 3a","index":1,"n_rows":11,"n_cols":15,"rows_kept":11}
["Figure 3a"]
["The number of cycles needed to reach 4 different states of health (SOH) of 95%, 90%, 85%, 80%."]
[]
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{"sheet":"Figure 3b","index":2,"n_rows":11,"n_cols":16,"rows_kept":11}
["Figure 3b"]
["Accumulated specific energy at different SOH level corresponding to the batteries in a)."]
[]
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{"sheet":"Figure 3c","index":3,"n_rows":2284,"n_cols":20,"rows_kept":2284}
["Figure 3c"]
["Capacity curves with knee points from 7 benchmark tests, all exhibiting accelerated SOH decline."]
[]
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{"sheet":"Figure 3d","index":4,"n_rows":2104,"n_cols":4,"rows_kept":2104}
["Figure 3d"]
["A representative capacity profile from intelligent cycling"]
[]
["Cycle index","Specific Capacity (mAh/g)","State","Fitting curve"]
[1,145.15,0,150.36703370138]
[2,145.15,0,150.333783733878]
[3,145.15,0,150.300573569228]
[4,161.92,0,150.267403176637]
[5,161.05,0,150.234272525308]
[6,161.08,0,150.201181584445]
[7,162.18,0,150.168130323254]
[8,161.39,0,150.135118710939]
[9,160.61,0,150.102146716704]
[10,150.32,0,150.069214309755]
[11,149.53,0,150.036321459296]
[12,150.32,0,150.00346813453]
[13,169.44,0,149.970654304664]
[14,168.82,0,149.937879938901]
[15,168.83,0,149.905145006447]
[16,159.02,0,149.872449476505]
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{"sheet":"Figure 3e","index":5,"n_rows":2104,"n_cols":4,"rows_kept":2104}
["Figure 3e"]
["Changes of C-rate and cutoff during the intelligent cycling alongside the monitored battery states."]
[]
["Cycle index","C-rate","Cutoff","State perception"]
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[1798,19,4.3,0]
[1799,19,4.3,0]
[1800,19,4.3,0]
[1801,15,4.2,1]
[1802,15,4.2,1]
[1803,15,4.2,1]
[1804,20,4.3,0]
[1805,20,4.3,0]
[1806,20,4.3,0]
[1807,15,4.3,1]
[1808,15,4.3,1]
[1809,15,4.3,1]
[1810,19,4.3,0]
[1811,19,4.3,0]
[1812,19,4.3,0]
[1813,15,4.25,1]
[1814,15,4.25,1]
[1815,15,4.25,1]
[1816,20,4.3,0]
[1817,20,4.3,0]
[1818,20,4.3,0]
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[1820,18,4.3,0]
[1821,18,4.3,0]
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[1823,16,4.25,0]
[1824,16,4.25,0]
[1825,18,4.2,0]
[1826,18,4.2,0]
[1827,18,4.2,0]
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[1831,20,4.2,0]
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[1833,20,4.2,0]
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[1835,15,4.3,1]
[1836,15,4.3,1]
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[1838,20,4.25,0]
[1839,20,4.25,0]
[1840,20,4.25,0]
[1841,20,4.25,0]
[1842,20,4.25,0]
[1843,17,4.3,1]
[1844,17,4.3,1]
[1845,17,4.3,1]
[1846,20,4.3,0]
[1847,20,4.3,0]
[1848,20,4.3,0]
[1849,19,4.2,0]
[1850,19,4.2,0]
[1851,19,4.2,0]
[1852,19,4.25,0]
[1853,19,4.25,0]
[1854,19,4.25,0]
[1855,15,4.3,1]
[1856,15,4.3,1]
[1857,15,4.3,1]
[1858,20,4.2,0]
[1859,20,4.2,0]
[1860,20,4.2,0]
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[1862,15,4.25,1]
[1863,15,4.25,1]
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[1873,18,4.2,0]
[1874,18,4.2,0]
[1875,18,4.2,0]
[1876,16,4.25,1]
[1877,16,4.25,1]
[1878,16,4.25,1]
[1879,15,4.2,1]
[1880,15,4.2,1]
[1881,15,4.2,1]
[1882,20,4.25,0]
[1883,20,4.25,0]
[1884,20,4.25,0]
[1885,20,4.3,0]
[1886,20,4.3,0]
[1887,20,4.3,0]
[1888,19,4.2,0]
[1889,19,4.2,0]
[1890,19,4.2,0]
[1891,20,4.3,0]
[1892,20,4.3,0]
[1893,20,4.3,0]
[1894,17,4.3,1]
[1895,17,4.3,1]
[1896,17,4.3,1]
[1897,15,4.25,1]
[1898,15,4.25,1]
[1899,15,4.25,1]
[1900,19,4.25,0]
[1901,19,4.25,0]
[1902,19,4.25,0]
[1903,18,4.2,0]
[1904,18,4.2,0]
[1905,18,4.2,0]
[1906,17,4.3,1]
[1907,17,4.3,1]
[1908,17,4.3,1]
[1909,19,4.25,0]
[1910,19,4.25,0]
[1911,19,4.25,0]
[1912,20,4.3,0]
[1913,20,4.3,0]
[1914,20,4.3,0]
[1915,20,4.2,0]
[1916,20,4.2,0]
[1917,20,4.2,0]
[1918,15,4.3,1]
[1919,15,4.3,1]
[1920,15,4.3,1]
[1921,18,4.2,0]
[1922,18,4.2,0]
[1923,18,4.2,0]
[1924,18,4.25,0]
[1925,18,4.25,0]
[1926,18,4.25,0]
[1927,17,4.3,1]
[1928,17,4.3,1]
[1929,17,4.3,1]
[1930,18,4.25,0]
[1931,18,4.25,0]
[1932,18,4.25,0]
[1933,19,4.2,0]
[1934,19,4.2,0]
[1935,19,4.2,0]
[1936,18,4.2,0]
[1937,18,4.2,0]
[1938,18,4.2,0]
[1939,15,4.3,1]
[1940,15,4.3,1]
[1941,15,4.3,1]
[1942,16,4.2,1]
[1943,16,4.2,1]
[1944,16,4.2,1]
[1945,15,4.25,1]
[1946,15,4.25,1]
[1947,15,4.25,1]
[1948,16,4.2,1]
[1949,16,4.2,1]
[1950,16,4.2,1]
[1951,16,4.25,1]
[1952,16,4.25,1]
[1953,16,4.25,1]
[1954,15,4.25,1]
[1955,15,4.25,1]
[1956,15,4.25,1]
[1957,17,4.25,1]
[1958,17,4.25,1]
[1959,17,4.25,1]
[1960,16,4.3,1]
[1961,16,4.3,1]
[1962,16,4.3,1]
[1963,18,4.25,0]
[1964,18,4.25,0]
[1965,18,4.25,0]
[1966,16,4.25,1]
[1967,16,4.25,1]
[1968,16,4.25,1]
[1969,16,4.2,1]
[1970,16,4.2,1]
[1971,16,4.2,1]
[1972,16,4.25,1]
[1973,16,4.25,1]
[1974,16,4.25,1]
[1975,19,4.2,0]
[1976,19,4.2,0]
[1977,19,4.2,0]
[1978,19,4.25,0]
[1979,19,4.25,0]
[1980,19,4.25,0]
[1981,20,4.3,1]
[1982,20,4.3,1]
[1983,20,4.3,1]
[1984,17,4.2,1]
[1985,17,4.2,1]
[1986,17,4.2,1]
[1987,17,4.3,1]
[1988,17,4.3,1]
[1989,17,4.3,1]
[1990,20,4.25,0]
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[1992,20,4.25,0]
[1993,20,4.2,1]
[1994,20,4.2,1]
[1995,20,4.2,1]
[1996,19,4.3,0]
[1997,19,4.3,0]
[1998,19,4.3,0]
[1999,19,4.25,0]
[2000,19,4.25,0]
[2001,19,4.25,0]
[2002,15,4.2,1]
[2003,15,4.2,1]
[2004,15,4.2,1]
[2005,15,4.25,1]
[2006,15,4.25,1]
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[2010,15,4.25,1]
[2011,15,4.2,1]
[2012,15,4.2,1]
[2013,15,4.2,1]
[2014,17,4.3,1]
[2015,17,4.3,1]
[2016,17,4.3,1]
[2017,18,4.2,1]
[2018,18,4.2,1]
[2019,18,4.2,1]
[2020,17,4.25,1]
[2021,17,4.25,1]
[2022,17,4.25,1]
[2023,18,4.2,1]
[2024,18,4.2,1]
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[2037,19,4.3,0]
[2038,15,4.2,1]
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[2041,20,4.3,1]
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[2043,20,4.3,1]
[2044,15,4.25,1]
[2045,15,4.25,1]
[2046,15,4.25,1]
[2047,16,4.25,1]
[2048,16,4.25,1]
[2049,16,4.25,1]
[2050,19,4.25,0]
[2051,19,4.25,0]
[2052,19,4.25,0]
[2053,19,4.2,1]
[2054,19,4.2,1]
[2055,19,4.2,1]
[2056,20,4.3,1]
[2057,20,4.3,1]
[2058,20,4.3,1]
[2059,18,4.25,1]
[2060,18,4.25,1]
[2061,18,4.25,1]
[2062,15,4.25,1]
[2063,15,4.25,1]
[2064,15,4.25,1]
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[2070,16,4.25,1]
[2071,18,4.2,1]
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[2073,18,4.2,1]
[2074,20,4.2,1]
[2075,20,4.2,1]
[2076,20,4.2,1]
[2077,19,4.3,0]
[2078,19,4.3,0]
[2079,19,4.3,0]
[2080,16,4.3,1]
[2081,16,4.3,1]
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[2083,16,4.2,1]
[2084,16,4.2,1]
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[2086,19,4.25,0]
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[2088,19,4.25,0]
[2089,16,4.2,1]
[2090,16,4.2,1]
[2091,16,4.2,1]
[2092,16,4.2,1]
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[2094,16,4.2,1]
[2095,15,4.2,1]
[2096,15,4.2,1]
[2097,15,4.2,1]
[2098,20,4.2,1]
[2099,20,4.2,1]
[2100,20,4.2,1]

{"sheet":"Figure 4a","index":6,"n_rows":704,"n_cols":3,"rows_kept":704}
["Figure 4a"]
["Changes in battery states during cycling plotted against each of the 18 cycling strategies under adaptive charging actions in the intelligent cycling."]
[]
["Action index","Cycle index","State perception"]
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{"sheet":"Figure 4b","index":7,"n_rows":704,"n_cols":3,"rows_kept":704}
["Figure 4b"]
["Distribution and motion trends of the first principal component (PC1) and the second one (PC2) with intelligent cycling, where principal component analysis (PCA) is based on the voltage part of shape images."]
[]
["PC1","PC2","Step index"]
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{"sheet":"Figure 4c","index":8,"n_rows":704,"n_cols":2,"rows_kept":704}
["Figure 4c"]
["Euclidean distances between any two neighboring steps in PCA space calculated from all principal components for intelligent cycling."]
[]
["Cycle index","Euclidean distance of PCA"]
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[2100]

{"sheet":"Figure 4d","index":9,"n_rows":2000,"n_cols":3,"rows_kept":2000}
["Figure 4d"]
["Corresponding benchmark results for Figure 4a"]
[]
["Action index","Cycle index","State perception"]
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{"sheet":"Figure 4e","index":10,"n_rows":669,"n_cols":2,"rows_kept":669}
["Figure 4e"]
["Corresponding benchmark results for Figure 4b"]
[]
["PC1","PC2"]
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{"sheet":"Figure 4f","index":11,"n_rows":669,"n_cols":2,"rows_kept":669}
["Figure 4e"]
["Corresponding benchmark results for Figure 4c"]
[]
["Cycle index","Euclidean distance of PCA"]
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[1998]

{"sheet":"Figure 4h","index":12,"n_rows":11,"n_cols":3,"rows_kept":11}
["Figure 4h"]
["Impact of available charging actions on battery lifespan."]
[]
["Number of available charging actions","Description","State of health (SOH)"]
[2,"2 C-rate",0.095]
[2,"2 Cutoff",0.556]
[4,"2 Crate × 2 Cutoff",0.619]
[6,"6 Crate",0.838]
[6,"6 Cutoff",0.872]
[18,"Random",0.76]
[18,"Intelligence",0.851]

{"sheet":"SI Figure 1a","index":13,"n_rows":225009,"n_cols":471,"rows_kept":4500,"cut":true,"bounds":{"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0}}
[{"$nulls":468},"Supplementary Figure 1a"]
[{"$nulls":468},"Curves of the charging capacity, illustrating the performance of the batteries over cycles."]
[]
[{"$nulls":468},"Cycle index","Normalized Charging Capacity","Line index"]
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{"sheet":"SI Figure 1b","index":14,"n_rows":225009,"n_cols":471,"rows_kept":4500,"cut":true,"bounds":{"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0}}
[{"$nulls":468},"Supplementary Figure 1b"]
[{"$nulls":468},"Curves of the corresponding discharging capacity."]
[]
[{"$nulls":468},"Cycle index","Normalized Discharging Capacity","Line index"]
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{"sheet":"SI Figure 3a","index":15,"n_rows":11,"n_cols":15,"rows_kept":11}
["Supplementary Figure 3a"]
["Comparison of cycles across different SOH intervals based on multiple experimental statistics."]
[]
["1-0.95SOH","RL","benchmark",null,"0.95-0.9SOH","RL","benchmark",null,"0.9-0.85SOH","RL","benchmark",null,"0.85-0.8SOH","RL","benchmark"]
[null,266,288,null,null,416,65,null,null,837,72,null,null,581,"--"]
[null,234,381,null,null,321,28,null,null,563,20,null,null,"--",19]
[null,245,133,null,null,365,109,null,null,782,41,null,null,765,63]
[null,203,212,null,null,304,6,null,null,529,4,null,null,454,4]
[null,null,519,{"$nulls":3},237,{"$nulls":3},307,{"$nulls":3},214]
[null,null,408,{"$nulls":3},417,{"$nulls":3},311,{"$nulls":3},227]
[null,null,390,{"$nulls":3},108,{"$nulls":3},89,{"$nulls":3},96]

{"sheet":"SI Figure 3b","index":16,"n_rows":11,"n_cols":15,"rows_kept":11}
["Supplementary Figure 3b"]
["Comparison of accumulated specific energy for the same SOH intervals."]
[]
["1-0.95SOH","RL","benchmark",null,"0.95-0.9SOH","RL","benchmark",null,"0.9-0.85SOH","RL","benchmark",null,"0.85-0.8SOH","RL","benchmark"]
[null,134826.43,139632.84,null,null,193410.71,29223.14,null,null,364390.26,30466.01,null,null,234376.43,"--"]
[null,102667.97,176348.79,null,null,130167.16,11838.19,null,null,211583.85,7985.6,null,null,"--",7178.99]
[null,126348.89,70861.99,null,null,173144.28,54192.24,null,null,344557.91,18861.47,null,null,314621.69,27256.1]
[null,88711.49,105181.48,null,null,123205.33,2725.12,null,null,199272.42,1717.26,null,null,157394.39,1632.39]
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[null,null,167126.1,{"$nulls":3},42568.27,{"$nulls":3},33013.97,{"$nulls":3},33611.25]

{"sheet":"SI Figure 3c-e","index":17,"n_rows":22,"n_cols":13,"rows_kept":22}
["Supplementary Figure 3c-e"]
["Distribution of action selections corresponding to various battery states under intelligent cycling (Intelligence 1)."]
["(c)stable",{"$nulls":4},"(d) transitional",{"$nulls":4},"(e) decay"]
["C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number"]
[15,4.2,13,null,null,15,4.2,22,null,null,15,4.2,0]
[15,4.25,14,null,null,15,4.25,27,null,null,15,4.25,0]
[15,4.3,22,null,null,15,4.3,20,null,null,15,4.3,0]
[16,4.2,25,null,null,16,4.2,16,null,null,16,4.2,0]
[16,4.25,13,null,null,16,4.25,23,null,null,16,4.25,0]
[16,4.3,22,null,null,16,4.3,9,null,null,16,4.3,0]
[17,4.2,30,null,null,17,4.2,4,null,null,17,4.2,0]
[17,4.25,38,null,null,17,4.25,9,null,null,17,4.25,0]
[17,4.3,27,null,null,17,4.3,14,null,null,17,4.3,0]
[18,4.2,31,null,null,18,4.2,3,null,null,18,4.2,0]
[18,4.25,43,null,null,18,4.25,1,null,null,18,4.25,0]
[18,4.3,36,null,null,18,4.3,0,null,null,18,4.3,0]
[19,4.2,34,null,null,19,4.2,1,null,null,19,4.2,0]
[19,4.25,47,null,null,19,4.25,0,null,null,19,4.25,0]
[19,4.3,49,null,null,19,4.3,0,null,null,19,4.3,0]
[20,4.2,29,null,null,20,4.2,3,null,null,20,4.2,0]
[20,4.25,26,null,null,20,4.25,0,null,null,20,4.25,0]
[20,4.3,46,null,null,20,4.3,3,null,null,20,4.3,0]

{"sheet":"SI Figure 4a","index":18,"n_rows":116,"n_cols":112,"rows_kept":116}
["Supplementary Figure 4a"]
["Overlay of reconstructed shape features derived from all PC1."]
[]
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{"sheet":"SI Figure 4b","index":19,"n_rows":116,"n_cols":112,"rows_kept":116}
["Supplementary Figure 4b"]
["The relevant reconstruction based on PC2."]
[]
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{"sheet":"SI Figure 4c","index":20,"n_rows":102,"n_cols":112,"rows_kept":102}
["Supplementary Figure 4c"]
["The relevant reconstruction based on PC3."]
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{"sheet":"SI Figure 5","index":21,"n_rows":40004,"n_cols":11,"rows_kept":4500,"cut":true,"bounds":{"rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0}}
["Supplementary Figure 5"]
["Comparison of degradation progress under different fluctuation ratios for 2D grid model."]
["fluctuation ratio = 0.0",{"$nulls":6},"fluctuation ratio = 0.5"]
["t","z1","z2","Degradation extent (u)",{"$nulls":3},"t","z1","z2","Degradation extent (u)"]
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{"sheet":"SI Figure 6","index":22,"n_rows":1504,"n_cols":23,"rows_kept":1504}
["Supplementary Figure 6"]
["Cycling performance under different manual charging strategies."]
["(a) 2 C-rate",{"$nulls":3},"(b) 2 Cutoff",{"$nulls":3},"(c) 2 C-rate × 2 Cutoff",{"$nulls":3},"(d) 6 C-rate",{"$nulls":3},"(e) 6 Cutoff",{"$nulls":3},"(f) Random"]
["Cycle index","Specific Capacity (mAh/g)","Fitting curve",null,"Cycle index","Specific Capacity (mAh/g)","Fitting curve",null,"Cycle index","Specific Capacity (mAh/g)","Fitting curve",null,"Cycle index","Specific Capacity (mAh/g)","Fitting curve",null,"Cycle index","Specific Capacity (mAh/g)","Fitting curve",null,"Cycle index","Specific Capacity (mAh/g)","Fitting curve"]
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{"sheet":"SI Figure 7","index":23,"n_rows":9,"n_cols":11,"rows_kept":9,"merged":[[3,0,3,4],[3,6,3,10],[4,2,4,4],[4,8,4,10],[6,0,8,0],[6,6,8,6]]}
["Supplementary Figure 7"]
["Confusion matrix of prediction performance for the state perception model."]
[]
["Validation",{"$nulls":5},"Test"]
[null,null,"Prediction",{"$nulls":5},"Prediction"]
[null,null,"stable (0)","transitional (1)","decay (2)",{"$nulls":3},"stable (0)","transitional (1)","decay (2)"]
["Truth","stable (0)",0.89,0.11,0,null,"Truth","stable (0)",0.85,0.15,0]
[null,"transitional (1)",0.13,0.81,0.06,null,null,"transitional (1)",0.08,0.9,0.01]
[null,"decay (2)",0,0.06,0.94,null,null,"decay (2)",0.04,0.11,0.85]

{"sheet":"SI Table 1","index":24,"n_rows":10,"n_cols":6,"rows_kept":10,"merged":[[4,0,6,0],[4,5,6,5],[7,0,9,0],[7,5,9,5]]}
["Supplementary Table 1"]
["Detailed performance evaluation of battery state perception model."]
[]
["Data type","State label","Precision","Recall","F2-score","Accuracy"]
["Validation","stable (0)",0.97,0.89,0.9,0.89]
[null,"transitional (1)",0.58,0.81,0.75]
[null,"decay (2)",0.96,0.94,0.94]
["Test","stable (0)",0.93,0.85,0.86,0.86]
[null,"transitional (1)",0.6,0.9,0.82]
[null,"decay (2)",0.99,0.85,0.87]

{"sheet":"SI Figure9","index":25,"n_rows":2260,"n_cols":46,"rows_kept":2260}
["Supplementary Figure 9"]
["Multiple results of intelligent cycling."]
["Intelligence 2",{"$nulls":15},"Intelligence 3",{"$nulls":15},"Intelligence 4"]
["Cycle index","Specific energy (Wh/kg)","State perception","Fitting curve",null,"Cycle index","Specific capacity (mAh/g)","State perception","Fitting curve",null,"Cycle index","C-rate","Cutoff","State perception",null,null,"Cycle index","Specific energy (Wh/kg)","State perception","Fitting curve",null,"Cycle index","Specific capacity (mAh/g)","State perception","Fitting curve",null,"Cycle index","C-rate","Cutoff","State perception",null,null,"Cycle index","Specific energy (Wh/kg)","State perception","Fitting curve",null,"Cycle index","Specific capacity (mAh/g)","State perception","Fitting curve",null,"Cycle index","C-rate","Cutoff","State perception"]
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{"sheet":"SI Figure10","index":26,"n_rows":23,"n_cols":43,"rows_kept":23}
["Supplementary Figure 10"]
["Multiple battery results of distribution of action selections corresponding to various battery states under intelligent cycling."]
["Intelligence 2",{"$nulls":14},"Intelligence 3",{"$nulls":14},"Intelligence 4"]
["stable",{"$nulls":4},"transitional",{"$nulls":4},"decay",{"$nulls":4},"stable",{"$nulls":4},"transitional",{"$nulls":4},"decay",{"$nulls":4},"stable",{"$nulls":4},"transitional",{"$nulls":4},"decay"]
["C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number",null,null,"C-rate","Cutoff","Executed action number"]
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{"sheet":"SI Figure11","index":27,"n_rows":756,"n_cols":13,"rows_kept":756}
["Supplementary Figure 11"]
["Multiple battery results of changes in battery states during cycling plotted against each one of the cycling strategies under adaptive charging actions in the intelligent cycling."]
["Intelligence 2",{"$nulls":4},"Intelligence 3",{"$nulls":4},"Intelligence 4"]
["Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception"]
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{"sheet":"SI Figure12","index":28,"n_rows":2282,"n_cols":28,"rows_kept":2282}
["Supplementary Figure 12"]
["Multiple battery results of changes in battery states during cycling under fixed charging actions in the benchmark."]
["Benchmark 2",{"$nulls":4},"Benchmark 3",{"$nulls":4},"Benchmark 4",{"$nulls":4},"Benchmark 5",{"$nulls":4},"Benchmark 6",{"$nulls":4},"Benchmark 7"]
["Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception",null,null,"Action index","Cycle index","State perception"]
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{"sheet":"SI Figure 13","index":29,"n_rows":756,"n_cols":28,"rows_kept":756}
["Supplementary Figure 13"]
["Multiple battery results of Principal Component Analysis (PCA), including the distribution and motion trends, as well as the Euclidean distances in the PCA space, calculated from all principal components for intelligent cycling."]
["Intelligence 2",{"$nulls":9},"Intelligence 3",{"$nulls":9},"Intelligence 4"]
["PC1","PC2",null,"PC1","PC3",null,"Cycle index","Euclidean distance of PCA",null,null,"PC1","PC2",null,"PC1","PC3",null,"Cycle index","Euclidean distance of PCA",null,null,"PC1","PC2",null,"PC1","PC3",null,"Cycle index","Euclidean distance of PCA"]
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{"sheet":"SI Figure 14","index":30,"n_rows":763,"n_cols":58,"rows_kept":763}
["Supplementary Figure 14"]
["Multiple benchmark battery results of PCA without intelligence cycling, including the distribution and motion trends, as well as the Euclidean distances in the PCA space, calculated from all principal components for benchmark."]
["Benchmark 2",{"$nulls":9},"Benchmark 3",{"$nulls":9},"Benchmark 4",{"$nulls":9},"Benchmark 5",{"$nulls":9},"Benchmark 6",{"$nulls":9},"Benchmark 7"]
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{"sheet":"SI Figure15","index":31,"n_rows":472,"n_cols":11,"rows_kept":472}
["Supplementary Figure 15"]
["The relationship between knee point and cathode loading in solid-state batteries using graphite covered lithium metal as anode. "]
["11.0 mg/cm2-10C-4.25V",null,null,"6.0 mg/cm2-15C-4.25V",null,null,"3.87 mg/cm2-20C-4.25V",null,null,"2.58 mg/cm2-20C4.25V"]
["Cycle index","Specific discharging capacity (mAh/g)",null,"Cycle index","Specific discharging capacity (mAh/g)",null,"Cycle index","Specific discharging capacity (mAh/g)",null,"Cycle index","Specific discharging capacity (mAh/g)"]
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