695 lines
23 KiB
Python
695 lines
23 KiB
Python
import threading
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import time
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import random
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import datetime
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import logging
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import json
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import config
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import os
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import digitalio
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import busio
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log = logging.getLogger(__name__)
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class DupFilter(object):
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def __init__(self):
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self.msgs = set()
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def filter(self, record):
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rv = record.msg not in self.msgs
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self.msgs.add(record.msg)
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return rv
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class Duplogger():
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def __init__(self):
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self.log = logging.getLogger("%s.dupfree" % (__name__))
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dup_filter = DupFilter()
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self.log.addFilter(dup_filter)
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def logref(self):
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return self.log
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duplog = Duplogger().logref()
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class Output(object):
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def __init__(self):
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self.active = False
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self.heater = digitalio.DigitalInOut(config.gpio_heat)
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self.heater.direction = digitalio.Direction.OUTPUT
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def heat(self,sleepfor):
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self.heater.value = True
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time.sleep(sleepfor)
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def cool(self,sleepfor):
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'''no active cooling, so sleep'''
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self.heater.value = False
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time.sleep(sleepfor)
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# wrapper for blinka board
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class Board(object):
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def __init__(self):
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log.info("board: %s" % (self.name))
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self.temp_sensor.start()
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class RealBoard(Board):
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def __init__(self):
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self.name = None
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self.load_libs()
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self.temp_sensor = self.choose_tempsensor()
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Board.__init__(self)
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def load_libs(self):
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import board
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self.name = board.board_id
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def choose_tempsensor(self):
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if config.max31855:
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return Max31855()
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if config.max31856:
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return Max31856()
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class SimulatedBoard(Board):
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def __init__(self):
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self.name = "simulated"
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self.temp_sensor = TempSensorSimulated()
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Board.__init__(self)
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class TempSensor(threading.Thread):
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def __init__(self):
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threading.Thread.__init__(self)
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self.daemon = True
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self.time_step = config.sensor_time_wait
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self.status = ThermocoupleTracker()
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class TempSensorSimulated(TempSensor):
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'''not much here, just need to be able to set the temperature'''
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def __init__(self):
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TempSensor.__init__(self)
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self.simulated_temperature = 0
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def temperature(self):
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return self.simulated_temperature
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class TempSensorReal(TempSensor):
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'''real temperature sensor thread that takes N measurements
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during the time_step'''
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def __init__(self):
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TempSensor.__init__(self)
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self.sleeptime = self.time_step / float(config.temperature_average_samples)
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self.temptracker = TempTracker()
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self.spi = busio.SPI(config.spi_sclk, config.spi_mosi, config.spi_miso)
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self.cs = digitalio.DigitalInOut(config.spi_cs)
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def get_temperature(self):
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'''read temp from tc and convert if needed'''
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temp = self.raw_temp() # raw_temp provided by subclasses
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if config.temp_scale.lower() == "f":
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temp = (temp*9/5)+32
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return temp
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#def get_temperature(self):
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# try:
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# temp = self.raw_temp
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# if config.temp_scale.lower() == "f":
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# temp = (temp*9/5)+32
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# log.info("temp = %0.2f" % temp)
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# return temp
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# except RuntimeError as rte:
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# if rte.args and rte.args[0] == "thermocouple not connected":
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# self.bad_count = self.bad_count + 1
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# if rte.args and rte.args[0] == "short circuit to ground":
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# if not config.ignore_tc_short_errors:
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# self.bad_count = self.bad_count + 1
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# if rte.args and rte.args[0] == "short circuit to power":
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# if not config.ignore_tc_short_errors:
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# self.bad_count = self.bad_count + 1
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# if rte.args and rte.args[0] == "faulty reading":
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# self.bad_count = self.bad_count + 1
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#
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# log.error("Problem reading temp %s" % (rte.args[0]))
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# # fix still need to include max-31856 errors by calling fault
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# # and checking a dict of possible faults. what a shitty way to handle
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# # errors.
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# return None
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def temperature(self):
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'''average temp over a duty cycle'''
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return self.temptracker.get_avg_temp()
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def run(self):
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while True:
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# not at all sure this try/except should be here
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# might be better getting the temp
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try:
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temp = self.get_temperature()
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self.status.good()
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self.temptracker.add(temp)
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except RuntimeError as rte:
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self.status.bad()
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log.error("Problem reading temp %s" % (rte.args[0]))
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time.sleep(self.sleeptime)
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class TempTracker(object):
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'''creates a sliding window of temperatures
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'''
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def __init__(self):
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self.size = config.temperature_average_samples
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self.temps = [0 for i in range(self.size)]
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def add(self,temp):
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self.temps.append(temp)
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while(len(self.temps) > self.size):
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del self.temps[0]
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def get_avg_temp(self, chop=25):
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'''
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strip off chop percent from the beginning and end of the sorted temps
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then return the average of what is left
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'''
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chop = chop / 100
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temps = sorted(self.temps)
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total = len(temps)
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items = int(total*chop)
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temps = temps[items:total-items]
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return sum(temps) / len(temps)
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class ThermocoupleTracker(object):
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'''Keeps sliding window to track successful/failed calls to get temp
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over the last two duty cycles.
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'''
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def __init__(self):
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self.size = config.temperature_average_samples * 2
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self.status = [True for i in range(self.size)]
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self.limit = 30
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def good(self):
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'''True is good!'''
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self.status.append(True)
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del self.status[0]
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def bad(self):
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'''False is bad!'''
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self.status.append(False)
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del self.status[0]
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def error_percent(self):
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errors = sum(i == False for i in self.status)
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return (errors/self.size)*100
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def over_error_limit(self):
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if self.error_percent() > self.limit:
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return True
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return False
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class Max31855(TempSensorReal):
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'''each subclass expected to handle errors and get temperature'''
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# FIX I need unified errors from these classes since the underlying
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# implementations are different
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def __init__(self):
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TempSensorReal.__init__(self)
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log.info("thermocouple MAX31855")
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import adafruit_max31855
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self.thermocouple = adafruit_max31855.MAX31855(self.spi, self.cs)
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def raw_temp(self):
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return self.thermocouple.temperature_NIST
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class Max31856(TempSensorReal):
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'''each subclass expected to handle errors and get temperature'''
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def __init__(self):
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TempSensorReal.__init__(self)
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log.info("thermocouple MAX31856")
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import adafruit_max31856
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adafruit_max31856.ThermocoupleType(config.thermocouple_type)
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self.thermocouple = adafruit_max31856.MAX31856(spi, cs)
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if (config.ac_freq_50hz == True):
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self.thermocouple.noise_rejection(50)
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else:
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self.thermocouple.noise_rejection(60)
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def raw_temp(self):
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return self.thermocouple.temperature
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class Oven(threading.Thread):
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'''parent oven class. this has all the common code
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for either a real or simulated oven'''
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def __init__(self):
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threading.Thread.__init__(self)
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self.daemon = True
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self.temperature = 0
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self.time_step = config.sensor_time_wait
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self.reset()
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def reset(self):
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self.cost = 0
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self.state = "IDLE"
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self.profile = None
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self.start_time = 0
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self.runtime = 0
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self.totaltime = 0
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self.target = 0
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self.heat = 0
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self.pid = PID(ki=config.pid_ki, kd=config.pid_kd, kp=config.pid_kp)
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def run_profile(self, profile, startat=0):
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self.reset()
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# FIX, these need to be moved
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#if self.board.temp_sensor.noConnection:
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# log.info("Refusing to start profile - thermocouple not connected")
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# return
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#if self.board.temp_sensor.shortToGround:
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# log.info("Refusing to start profile - thermocouple short to ground")
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# return
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#if self.board.temp_sensor.shortToVCC:
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# log.info("Refusing to start profile - thermocouple short to VCC")
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# return
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#if self.board.temp_sensor.unknownError:
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# log.info("Refusing to start profile - thermocouple unknown error")
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# return
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self.startat = startat * 60
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self.runtime = self.startat
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self.start_time = datetime.datetime.now() - datetime.timedelta(seconds=self.startat)
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self.profile = profile
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self.totaltime = profile.get_duration()
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self.state = "RUNNING"
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log.info("Running schedule %s starting at %d minutes" % (profile.name,startat))
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log.info("Starting")
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def abort_run(self):
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self.reset()
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self.save_automatic_restart_state()
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def kiln_must_catch_up(self):
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'''shift the whole schedule forward in time by one time_step
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to wait for the kiln to catch up'''
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if config.kiln_must_catch_up == True:
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temp = self.board.temp_sensor.temperature() + \
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config.thermocouple_offset
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# kiln too cold, wait for it to heat up
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if self.target - temp > config.pid_control_window:
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log.info("kiln must catch up, too cold, shifting schedule")
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self.start_time = datetime.datetime.now() - datetime.timedelta(milliseconds = self.runtime * 1000)
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# kiln too hot, wait for it to cool down
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if temp - self.target > config.pid_control_window:
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log.info("kiln must catch up, too hot, shifting schedule")
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self.start_time = datetime.datetime.now() - datetime.timedelta(milliseconds = self.runtime * 1000)
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def update_runtime(self):
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runtime_delta = datetime.datetime.now() - self.start_time
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if runtime_delta.total_seconds() < 0:
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runtime_delta = datetime.timedelta(0)
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self.runtime = runtime_delta.total_seconds()
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def update_target_temp(self):
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self.target = self.profile.get_target_temperature(self.runtime)
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def reset_if_emergency(self):
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'''reset if the temperature is way TOO HOT, or other critical errors detected'''
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# FIX - need to fix this whole thing...
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#if (self.board.temp_sensor.temperature() + config.thermocouple_offset >=
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# config.emergency_shutoff_temp):
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# log.info("emergency!!! temperature too high")
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# if config.ignore_temp_too_high == False:
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# self.abort_run()
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#if self.board.temp_sensor.noConnection:
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# log.info("emergency!!! lost connection to thermocouple")
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# if config.ignore_lost_connection_tc == False:
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# self.abort_run()
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#if self.board.temp_sensor.unknownError:
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# log.info("emergency!!! unknown thermocouple error")
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# if config.ignore_unknown_tc_error == False:
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# self.abort_run()
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#if self.board.temp_sensor.status.over_error_limit():
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# log.info("emergency!!! too many errors in a short period")
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# if config.ignore_too_many_tc_errors == False:
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# self.abort_run()
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def reset_if_schedule_ended(self):
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if self.runtime > self.totaltime:
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log.info("schedule ended, shutting down")
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log.info("total cost = %s%.2f" % (config.currency_type,self.cost))
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self.abort_run()
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def update_cost(self):
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if self.heat:
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cost = (config.kwh_rate * config.kw_elements) * ((self.heat)/3600)
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else:
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cost = 0
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self.cost = self.cost + cost
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def get_state(self):
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temp = 0
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try:
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temp = self.board.temp_sensor.temperature() + config.thermocouple_offset
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except AttributeError as error:
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# this happens at start-up with a simulated oven
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temp = 0
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pass
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state = {
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'cost': self.cost,
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'runtime': self.runtime,
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'temperature': temp,
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'target': self.target,
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'state': self.state,
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'heat': self.heat,
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'totaltime': self.totaltime,
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'kwh_rate': config.kwh_rate,
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'currency_type': config.currency_type,
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'profile': self.profile.name if self.profile else None,
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'pidstats': self.pid.pidstats,
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}
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return state
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def save_state(self):
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with open(config.automatic_restart_state_file, 'w', encoding='utf-8') as f:
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json.dump(self.get_state(), f, ensure_ascii=False, indent=4)
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def state_file_is_old(self):
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'''returns True is state files is older than 15 mins default
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False if younger
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True if state file cannot be opened or does not exist
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'''
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if os.path.isfile(config.automatic_restart_state_file):
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state_age = os.path.getmtime(config.automatic_restart_state_file)
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now = time.time()
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minutes = (now - state_age)/60
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if(minutes <= config.automatic_restart_window):
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return False
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return True
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def save_automatic_restart_state(self):
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# only save state if the feature is enabled
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if not config.automatic_restarts == True:
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return False
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self.save_state()
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def should_i_automatic_restart(self):
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# only automatic restart if the feature is enabled
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if not config.automatic_restarts == True:
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return False
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if self.state_file_is_old():
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duplog.info("automatic restart not possible. state file does not exist or is too old.")
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return False
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with open(config.automatic_restart_state_file) as infile:
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d = json.load(infile)
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if d["state"] != "RUNNING":
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duplog.info("automatic restart not possible. state = %s" % (d["state"]))
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return False
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return True
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def automatic_restart(self):
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with open(config.automatic_restart_state_file) as infile: d = json.load(infile)
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startat = d["runtime"]/60
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filename = "%s.json" % (d["profile"])
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profile_path = os.path.abspath(os.path.join(os.path.dirname( __file__ ), '..', 'storage','profiles',filename))
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log.info("automatically restarting profile = %s at minute = %d" % (profile_path,startat))
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with open(profile_path) as infile:
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profile_json = json.dumps(json.load(infile))
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profile = Profile(profile_json)
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self.run_profile(profile,startat=startat)
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self.cost = d["cost"]
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time.sleep(1)
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self.ovenwatcher.record(profile)
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def set_ovenwatcher(self,watcher):
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log.info("ovenwatcher set in oven class")
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self.ovenwatcher = watcher
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def run(self):
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while True:
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if self.state == "IDLE":
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if self.should_i_automatic_restart() == True:
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self.automatic_restart()
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time.sleep(1)
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continue
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if self.state == "RUNNING":
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self.update_cost()
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self.save_automatic_restart_state()
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self.kiln_must_catch_up()
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self.update_runtime()
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self.update_target_temp()
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self.heat_then_cool()
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self.reset_if_emergency()
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self.reset_if_schedule_ended()
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class SimulatedOven(Oven):
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def __init__(self):
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self.board = SimulatedBoard()
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self.t_env = config.sim_t_env
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self.c_heat = config.sim_c_heat
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self.c_oven = config.sim_c_oven
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self.p_heat = config.sim_p_heat
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self.R_o_nocool = config.sim_R_o_nocool
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self.R_ho_noair = config.sim_R_ho_noair
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self.R_ho = self.R_ho_noair
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# set temps to the temp of the surrounding environment
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self.t = self.t_env # deg C temp of oven
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self.t_h = self.t_env #deg C temp of heating element
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super().__init__()
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# start thread
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self.start()
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log.info("SimulatedOven started")
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def heating_energy(self,pid):
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# using pid here simulates the element being on for
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# only part of the time_step
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self.Q_h = self.p_heat * self.time_step * pid
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def temp_changes(self):
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#temperature change of heat element by heating
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self.t_h += self.Q_h / self.c_heat
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#energy flux heat_el -> oven
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self.p_ho = (self.t_h - self.t) / self.R_ho
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#temperature change of oven and heating element
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self.t += self.p_ho * self.time_step / self.c_oven
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self.t_h -= self.p_ho * self.time_step / self.c_heat
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#temperature change of oven by cooling to environment
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self.p_env = (self.t - self.t_env) / self.R_o_nocool
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self.t -= self.p_env * self.time_step / self.c_oven
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self.temperature = self.t
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self.board.temp_sensor.simulated_temperature = self.t
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def heat_then_cool(self):
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pid = self.pid.compute(self.target,
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self.board.temp_sensor.temperature() +
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config.thermocouple_offset)
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heat_on = float(self.time_step * pid)
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heat_off = float(self.time_step * (1 - pid))
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self.heating_energy(pid)
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self.temp_changes()
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# self.heat is for the front end to display if the heat is on
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self.heat = 0.0
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|
if heat_on > 0:
|
|
self.heat = heat_on
|
|
|
|
log.info("simulation: -> %dW heater: %.0f -> %dW oven: %.0f -> %dW env" % (int(self.p_heat * pid),
|
|
self.t_h,
|
|
int(self.p_ho),
|
|
self.t,
|
|
int(self.p_env)))
|
|
|
|
time_left = self.totaltime - self.runtime
|
|
|
|
try:
|
|
log.info("temp=%.2f, target=%.2f, error=%.2f, pid=%.2f, p=%.2f, i=%.2f, d=%.2f, heat_on=%.2f, heat_off=%.2f, run_time=%d, total_time=%d, time_left=%d" %
|
|
(self.pid.pidstats['ispoint'],
|
|
self.pid.pidstats['setpoint'],
|
|
self.pid.pidstats['err'],
|
|
self.pid.pidstats['pid'],
|
|
self.pid.pidstats['p'],
|
|
self.pid.pidstats['i'],
|
|
self.pid.pidstats['d'],
|
|
heat_on,
|
|
heat_off,
|
|
self.runtime,
|
|
self.totaltime,
|
|
time_left))
|
|
except KeyError:
|
|
pass
|
|
|
|
# we don't actually spend time heating & cooling during
|
|
# a simulation, so sleep.
|
|
time.sleep(self.time_step)
|
|
|
|
|
|
class RealOven(Oven):
|
|
|
|
def __init__(self):
|
|
self.board = RealBoard()
|
|
self.output = Output()
|
|
self.reset()
|
|
|
|
# call parent init
|
|
Oven.__init__(self)
|
|
|
|
# start thread
|
|
self.start()
|
|
|
|
def reset(self):
|
|
super().reset()
|
|
self.output.cool(0)
|
|
|
|
def heat_then_cool(self):
|
|
pid = self.pid.compute(self.target,
|
|
self.board.temp_sensor.temperature() +
|
|
config.thermocouple_offset)
|
|
heat_on = float(self.time_step * pid)
|
|
heat_off = float(self.time_step * (1 - pid))
|
|
|
|
# self.heat is for the front end to display if the heat is on
|
|
self.heat = 0.0
|
|
if heat_on > 0:
|
|
self.heat = 1.0
|
|
|
|
if heat_on:
|
|
self.output.heat(heat_on)
|
|
if heat_off:
|
|
self.output.cool(heat_off)
|
|
time_left = self.totaltime - self.runtime
|
|
try:
|
|
log.info("temp=%.2f, target=%.2f, error=%.2f, pid=%.2f, p=%.2f, i=%.2f, d=%.2f, heat_on=%.2f, heat_off=%.2f, run_time=%d, total_time=%d, time_left=%d" %
|
|
(self.pid.pidstats['ispoint'],
|
|
self.pid.pidstats['setpoint'],
|
|
self.pid.pidstats['err'],
|
|
self.pid.pidstats['pid'],
|
|
self.pid.pidstats['p'],
|
|
self.pid.pidstats['i'],
|
|
self.pid.pidstats['d'],
|
|
heat_on,
|
|
heat_off,
|
|
self.runtime,
|
|
self.totaltime,
|
|
time_left))
|
|
except KeyError:
|
|
pass
|
|
|
|
class Profile():
|
|
def __init__(self, json_data):
|
|
obj = json.loads(json_data)
|
|
self.name = obj["name"]
|
|
self.data = sorted(obj["data"])
|
|
|
|
def get_duration(self):
|
|
return max([t for (t, x) in self.data])
|
|
|
|
def get_surrounding_points(self, time):
|
|
if time > self.get_duration():
|
|
return (None, None)
|
|
|
|
prev_point = None
|
|
next_point = None
|
|
|
|
for i in range(len(self.data)):
|
|
if time < self.data[i][0]:
|
|
prev_point = self.data[i-1]
|
|
next_point = self.data[i]
|
|
break
|
|
|
|
return (prev_point, next_point)
|
|
|
|
def get_target_temperature(self, time):
|
|
if time > self.get_duration():
|
|
return 0
|
|
|
|
(prev_point, next_point) = self.get_surrounding_points(time)
|
|
|
|
incl = float(next_point[1] - prev_point[1]) / float(next_point[0] - prev_point[0])
|
|
temp = prev_point[1] + (time - prev_point[0]) * incl
|
|
return temp
|
|
|
|
|
|
class PID():
|
|
|
|
def __init__(self, ki=1, kp=1, kd=1):
|
|
self.ki = ki
|
|
self.kp = kp
|
|
self.kd = kd
|
|
self.lastNow = datetime.datetime.now()
|
|
self.iterm = 0
|
|
self.lastErr = 0
|
|
self.pidstats = {}
|
|
|
|
# FIX - this was using a really small window where the PID control
|
|
# takes effect from -1 to 1. I changed this to various numbers and
|
|
# settled on -50 to 50 and then divide by 50 at the end. This results
|
|
# in a larger PID control window and much more accurate control...
|
|
# instead of what used to be binary on/off control.
|
|
def compute(self, setpoint, ispoint):
|
|
now = datetime.datetime.now()
|
|
timeDelta = (now - self.lastNow).total_seconds()
|
|
|
|
window_size = 100
|
|
|
|
error = float(setpoint - ispoint)
|
|
|
|
# this removes the need for config.stop_integral_windup
|
|
# it turns the controller into a binary on/off switch
|
|
# any time it's outside the window defined by
|
|
# config.pid_control_window
|
|
icomp = 0
|
|
output = 0
|
|
out4logs = 0
|
|
dErr = 0
|
|
if error < (-1 * config.pid_control_window):
|
|
log.info("kiln outside pid control window, max cooling")
|
|
output = 0
|
|
# it is possible to set self.iterm=0 here and also below
|
|
# but I dont think its needed
|
|
elif error > (1 * config.pid_control_window):
|
|
log.info("kiln outside pid control window, max heating")
|
|
output = 1
|
|
else:
|
|
icomp = (error * timeDelta * (1/self.ki))
|
|
self.iterm += (error * timeDelta * (1/self.ki))
|
|
dErr = (error - self.lastErr) / timeDelta
|
|
output = self.kp * error + self.iterm + self.kd * dErr
|
|
output = sorted([-1 * window_size, output, window_size])[1]
|
|
out4logs = output
|
|
output = float(output / window_size)
|
|
|
|
self.lastErr = error
|
|
self.lastNow = now
|
|
|
|
# no active cooling
|
|
if output < 0:
|
|
output = 0
|
|
|
|
self.pidstats = {
|
|
'time': time.mktime(now.timetuple()),
|
|
'timeDelta': timeDelta,
|
|
'setpoint': setpoint,
|
|
'ispoint': ispoint,
|
|
'err': error,
|
|
'errDelta': dErr,
|
|
'p': self.kp * error,
|
|
'i': self.iterm,
|
|
'd': self.kd * dErr,
|
|
'kp': self.kp,
|
|
'ki': self.ki,
|
|
'kd': self.kd,
|
|
'pid': out4logs,
|
|
'out': output,
|
|
}
|
|
|
|
return output
|