# substitution mapping for descriptions # Abbreviations and their replacements desc_replacement_dict = { r'\bLIST\b': 'LIST', r'\bList\b': 'LIST', r'\bEXH\.\b': 'EXHAUST', r'\bEXH\b': 'EXHAUST', r'\bEXHAUST\.\b': 'EXHAUST', r'\bExhaust\b': 'EXHAUST', r'\bEXHAUST\b': 'EXHAUST', r'\bTEMP\.\b': 'TEMPERATURE', r'\bTEMP\b': 'TEMPERATURE', r'\bTEMPERATURE\.\b': 'TEMPERATURE', r'\bTEMPERATURE\b': 'TEMPERATURE', r'\bW\.\b': 'WATER', r'\bWATER\b': 'WATER', r'\bCW\b': 'COOLING WATER', r'\bCYL\.\b': 'CYLINDER', r'\bCyl\b': 'CYLINDER', r'\bcyl\.\b': 'CYLINDER', r'\bCYL\b': 'CYLINDER', r'\bCYL(?=\d|\W|$)\b': 'CYLINDER', r'\bcylinder\b': 'CYLINDER', r'\bCYLINDER\b': 'CYLINDER', r'\bCOOL\.\b': 'COOLING', r'\bcool\.\b': 'COOLING', r'\bcooling\b': 'COOLING', r'\bCOOLING\b': 'COOLING', r'\bcooler\b': 'COOLER', r'\bCOOLER\b': 'COOLER', r'\bScav\.\b': 'SCAVENGE', r'\bSCAV\.\b': 'SCAVENGE', r'\bINL\.\b': 'INLET', r'\binlet\b': 'INLET', r'\bINLET\b': 'INLET', r'\bOUT\.\b': 'OUTLET', r'\bOUTL\.\b': 'OUTLET', r'\boutlet\b': 'OUTLET', r'\bOUTLET\b': 'OUTLET', # bunker tank r'\bBK\b': 'BUNKER', r'\bTK\b': 'TANK', # pressure r'\bPRESS\b': 'PRESSURE', r'\bPRESS\.\b': 'PRESSURE', r'\bPress\.\b': 'PRESSURE', r'\bpressure\b': 'PRESSURE', r'\bPRESSURE\b': 'PRESSURE', # this is a special replacement - it is safe to replace PRS w/o checks r'PRS\b': 'PRESSURE', r'\bCLR\b': 'CLEAR', r'\bENG\.\b': 'ENGINE', r'\bENG\b': 'ENGINE', r'\bENGINE\b': 'ENGINE', r'\bEngine speed\b': 'ENGINE SPEED', r'\bEngine running\b': 'ENGINE RUNNING', r'\bEngine RPM pickup\b': 'ENGINE RPM PICKUP', r'\bEngine room\b': 'ENGINE ROOM', # main engine r'\bM/E\b': 'MAIN_ENGINE', r'\bM_E\b': 'MAIN_ENGINE', r'\bME(?=\d|\W|$)\b': 'MAIN_ENGINE', r'\bMAIN ENGINE\b': 'MAIN_ENGINE', r'\bGen\b': 'GENERATOR_ENGINE', # ensure that we substitute only for terms where following GE is num or special r'\bGE(?=\d|\W|$)\b': 'GENERATOR_ENGINE', r'\bG/E\b': 'GENERATOR_ENGINE', r'\bG_E\b': 'GENERATOR_ENGINE', r'\bDG\b': 'GENERATOR_ENGINE', r'\bD/G\b': 'GENERATOR_ENGINE', r'\bGEN\.\b': 'GENERATOR_ENGINE', r'\bGENERATOR ENGINE\b': 'GENERATOR_ENGINE', r'\b(\d+)MGE\b': r'NO\1 GENERATOR_ENGINE', r'\bGEN\.WIND\.TEMP\b': 'GENERATOR WINDING TEMPERATURE', r'\bENGINE ROOM\b': 'ENGINE ROOM', r'\bE/R\b': 'ENGINE ROOM', r'\bFLTR\b': 'FILTER', # marine gas oil r'\bM\.G\.O\b': 'MARINE GAS OIL', r'\bMGO\b': 'MARINE GAS OIL', r'\bMDO\b': 'MARINE DIESEL OIL', # light fuel oil r'\bL\.F\.O\b': 'LIGHT FUEL OIL', r'\bLFO\b': 'LIGHT FUEL OIL', # heavy fuel oil r'\bHFO\b': 'HEAVY FUEL OIL', r'\bH\.F\.O\b': 'HEAVY FUEL OIL', # for remaining fuel oil that couldn't be substituted r'\bF\.O\b': 'FUEL OIL', r'\bFO\b': 'FUEL OIL', # lubricant r'\bLUB\.\b': 'LUBRICANT', # lubricating oil r'\bL\.O\b': 'LUBRICATING OIL', r'\bLO\b': 'LUBRICATING OIL', # lubricating oil pressure r'\bLO_PRESS\b': 'LUBRICATING OIL PRESSURE', r'\bLO_PRESSURE\b': 'LUBRICATING OIL PRESSURE', # temperature r'\bL\.T\b': 'LOW TEMPERATURE', r'\bLT\b': 'LOW TEMPERATURE', r'\bH\.T\b': 'HIGH TEMPERATURE', r'\bHT\b': 'HIGH TEMPERATURE', # auxiliary boiler # replace these first before replacing AUXILIARY only r'\bAUX\.BOILER\b': 'AUXILIARY BOILER', r'\bAUX\. BOILER\b': 'AUXILIARY BOILER', r'\bAUX BLR\b': 'AUXILIARY BOILER', r'\bAUX\.\b': 'AUXILIARY ', # composite boiler r'\bCOMP\. BOILER\b': 'COMPOSITE BOILER', r'\bCOMP\.BOILER\b': 'COMPOSITE BOILER', r'\bCOMP BOILER\b': 'COMPOSITE BOILER', r'\bWIND\.\b': 'WINDING', r'\bWINDING\b': 'WINDING', r'\bC\.S\.W\b': 'CSW', r'\bCSW\b': 'CSW', r'\bVLOT\.\b': 'VOLTAGE', r'\bVOLTAGE\b': 'VOLTAGE', r'\bVOLT\.\b': 'VOLTAGE', r'\bFREQ\.\b': 'FREQUENCY', r'\bFREQUENCY\b': 'FREQUENCY', r'\bCURR\.\b': 'CURRENT', r'\bCURRENT\b': 'CURRENT', r'\bTCA\b': 'TURBOCHARGER', r'\bTCB\b': 'TURBOCHARGER', r'\bT/C\b': 'TURBOCHARGER', r'\bT_C\b': 'TURBOCHARGER', r'\bTC(?=\d|\W|$)\b': 'TURBOCHARGER', r'\bTURBOCHAGER\b': 'TURBOCHARGER', r'\bTURBOCHARGER\b': 'TURBOCHARGER', # misc spelling errors r'\bOPERATOIN\b': 'OPERATION', # wrongly attached terms r'BOILERMGO': 'BOILER MGO', # additional standardizing replacement # replace # followed by a number with NO r'#(?=\d)\b': 'NO', r'\bNO\.(?=\d)\b': 'NO', # yes, there was one with two dots - what the hell? r'\bNO\.\.(?=\d)\b': 'NO', r'\bNo\.(?=\d)\b': 'NO', } # substitution mapping for units # Abbreviations and their replacements unit_replacement_dict = { r'\b%\b': 'PERCENT', r'\b-\b': '', r'\b- \b': '', # ensure no character after A r'\bA(?!\w|/)': 'CURRENT', r'\bAmp(?!\w|/)': 'CURRENT', r'\bHz\b': 'HERTZ', r'\bKG/CM2\b': 'PRESSURE', r'\bKG/H\b': 'KILOGRAM PER HOUR', r'\bKNm\b': 'RPM', r'\bKW\b': 'POWER', r'\bKg(?!\w|/)': 'MASS', r'\bKw\b': 'POWER', r'\bL(?!\w|/)': 'VOLUME', r'\bMT/h\b': 'METRIC TONNES PER HOUR', r'\bMpa\b': 'PRESSURE', r'\bPF\b': 'POWER FACTOR', r'\bRPM\b': 'RPM', r'\bV(?!\w|/)': 'VOLTAGE', r'\bbar(?!\w|/)': 'PRESSURE', r'\bbarA\b': 'SCAVENGE PRESSURE', r'\bcST\b': 'VISCOSITY', r'\bcSt\b': 'VISCOSITY', r'\bcst\b': 'VISCOSITY', r'\bdeg(?!\w|/|\.)': 'DEGREE', r'\bdeg.C\b': 'TEMPERATURE', r'\bdegC\b': 'TEMPERATURE', r'\bdegree\b': 'DEGREE', r'\bdegreeC\b': 'TEMPERATURE', r'\bhPa\b': 'PRESSURE', r'\bhours\b': 'HOURS', r'\bkN\b': 'THRUST', r'\bkNm\b': 'TORQUE', r'\bkW\b': 'POWER', # ensure that kg is not followed by anything r'\bkg(?!\w|/)': 'FLOW', # somehow in the data its flow r'\bkg/P\b': 'MASS FLOW', r'\bkg/cm2\b': 'PRESSURE', r'\bkg/cm²\b': 'PRESSURE', r'\bkg/h\b': 'MASS FLOW', r'\bkg/hr\b': 'MASS FLOW', r'\bkg/pulse\b': '', r'\bkgf/cm2\b': 'PRESSURE', r'\bkgf/cm²\b': 'PRESSURE', r'\bkgf/㎠\b': 'PRESSURE', r'\bknots\b': 'SPEED', r'\bkw\b': 'POWER', r'\bl/Hr\b': 'VOLUME FLOW', r'\bl/h\b': 'VOLUME FLOW', r'\bl_Hr\b': 'VOLUME FLOW', r'\bl_hr\b': 'VOLUME FLOW', r'\bM\b': 'DRAFT', # for wind draft r'm': 'm', # wind draft and trim - not useful r'\bm/s\b': 'SPEED', r'\bm3\b': 'VOLUME', r'\bmH2O\b': 'DRAFT', r'\bmWC\b': 'DRAFT', r'\bmbar\b': 'PRESSURE', r'\bmg\b': 'ACCELERATION', r'\bmin-¹\b': '', # data too varied r'\bmm\b': '', # data too varied r'\bmmH2O\b': 'WATER DRUM LEVEL', r'\brev\b': 'RPM', r'\brpm\b': 'RPM', r'\bx1000min-¹\b': '', r'\b°C\b': 'TEMPERATURE', r'\bºC\b': 'TEMPERATURE', r'\b℃\b': 'TEMPERATURE' }