Upload 3 files

app.py

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+import streamlit as st
+import requests
+import pandas as pd
+import matplotlib.pyplot as plt
+from plot_app import Plot
+plotter = Plot()
+from recipes import (
+    recipes_1_cotton_dark,
+    recipes_2_cotton_medium,
+    recipes_3_cotton_light,
+    recipes_4_polyester_dark,
+    recipes_5_pc_dark,
+)
+recipes_dict = {
+    ("cotton", "dark"): recipes_1_cotton_dark,
+    ("cotton", "medium"): recipes_2_cotton_medium,
+    ("cotton", "light"): recipes_3_cotton_light,
+    ("polyester", "dark"): recipes_4_polyester_dark,
+    ("polycotton", "dark"): recipes_5_pc_dark,
+}
+
+def calculate_outputs(mlr, recipes, capacity):
+    """Perform calculations for each machine."""
+    steam_consumption = []
+    moment_time = 0
+    time = []
+    initial_temp = []
+    final_temp = []
+    temp_grad = []
+    for i in recipes:
+        time.append(moment_time)
+        delta_t = recipes[i]["Duration"]
+        moment_time += delta_t
+
+        temp_diff = recipes[i]["final_temp"] - recipes[i]["init_temp"]
+        final_temp.append(recipes[i]["final_temp"])
+        initial_temp.append(recipes[i]["init_temp"])
+        temp_grad.append(recipes[i]["temp.grad"])
+        temp_diff = abs(temp_diff)
+        steam_use = (capacity * mlr * temp_diff) + (capacity * temp_diff)
+        steam_consumption.append(steam_use)
+    
+    return {
+        "Steam Consumption": steam_consumption,
+        "Time": time,
+        "init_Temp": initial_temp,
+        "final_Temp": final_temp,
+        "temp_grad": temp_grad
+    }
+
+def calculate_peak_avg_load(machine_results):
+    """Calculate peak and average steam load for all machines."""
+    combined_steam_load = {}
+    start_time_offset = 0
+    
+    for machine, results in machine_results.items():
+        for t, load in zip(results["Time"], results["Steam Consumption"]):
+            adjusted_time = t + start_time_offset
+            if adjusted_time in combined_steam_load:
+                combined_steam_load[adjusted_time] += load
+            else:
+                combined_steam_load[adjusted_time] = load
+        start_time_offset += 10  # Each machine starts 10 units after the previous one
+    
+    peak_load = max(combined_steam_load.values())
+    avg_load = sum(combined_steam_load.values()) / len(combined_steam_load)
+    
+    return peak_load, avg_load
+
+def convert_df_to_csv(df):
+    return df.to_csv(index=False).encode('utf-8')
+
+st.title("Dyeing Machine Load & Steam Calculator")
+
+machine_type = st.selectbox("Select Type of Machine", ['SoftFlow'])
+num_machines = st.number_input("Number of Dyeing Machines", min_value=1, value=5)
+mlr = st.number_input("Enter the MLR for the process", min_value=2, value=6)
+machine_capacities = {}
+
+st.write("### Enter Machine Capacities")
+for i in range(1, num_machines + 1):
+    capacity = st.number_input(f"Capacity of Machine {i} (kg)", min_value=1, value=100)
+    machine_capacities[f"{machine_type} {i}"] = capacity
+
+toggle_fetch = st.checkbox("Take pre-built Recipe")
+if toggle_fetch:
+    fabric = st.radio("Choose Fabric Type", ["Cotton", "Polyester", "PolyCotton"], index=0)
+    shade = st.radio("Choose your Shade", ["Dark", "Medium", "Light", "White"])
+    fabric_type = fabric.strip().lower()
+    shade = shade.strip().lower()
+    recipes = recipes_dict.get((fabric_type, shade), {})
+else:
+    recipes = {}
+
+st.write("### Results")
+if "current_machine_index" not in st.session_state:
+    st.session_state["current_machine_index"] = 0
+
+machine_names = list(machine_capacities.keys())
+machine_results = {}
+for machine in machine_names:
+    machine_results[machine] = calculate_outputs(mlr, recipes, machine_capacities[machine])
+
+peak_load, avg_load = calculate_peak_avg_load(machine_results)
+
+if st.button("Calculate Summary"):
+    st.markdown(
+        f"""
+        <div style='padding:10px; border-radius:10px; background-color:#05f5f5;'>
+            <h3 style='color:black;'>Summary</h3>
+            <p style='color:black;'><strong>Peak Steam Load:</strong> {peak_load} units</p>
+            <p style='color:black;'><strong>Average Steam Load:</strong> {avg_load} units</p>
+        </div>
+        """,
+        unsafe_allow_html=True,
+    )
+
+col1, col2 = st.columns(2)
+with col1:
+    if st.button("Previous Machine"):
+        st.session_state["current_machine_index"] = (st.session_state["current_machine_index"] - 1) % len(machine_names)
+with col2:
+    if st.button("Next Machine"):
+        st.session_state["current_machine_index"] = (st.session_state["current_machine_index"] + 1) % len(machine_names)
+
+current_machine = machine_names[st.session_state["current_machine_index"]]
+st.write(f"### Calculations for {current_machine}")
+df_results = pd.DataFrame(machine_results[current_machine])
+st.table(df_results)
+
+csv = convert_df_to_csv(df_results)
+st.download_button("Download Table as CSV", data=csv, file_name=f"{current_machine}_results.csv", mime='text/csv')
+
+st.header("Steam Load Variation Over Time")
+if st.button("Plot Steam Load Variation"):
+    fig1 = plotter.plot_steam_load(machine_results[current_machine]['Time'], machine_results[current_machine]['Steam Consumption'])
+    st.pyplot(fig1)
+    
+st.header("Temperature Variation Over Time")
+if st.button("Plot Temperature Variation"):
+    fig2 = plotter.plot_temperature_curve(machine_results[current_machine]['Time'], machine_results[current_machine]['init_Temp'], machine_results[current_machine]['final_Temp'], machine_results[current_machine]['temp_grad'])
+    st.pyplot(fig2)
+

plot_app.py

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+import matplotlib.pyplot as plt
+
+class Plot:
+    def plot_steam_load(self, time, steam_consumption):
+        """
+        Plots the variation of steam load with respect to time.
+        :param time: List of time values.
+        :param steam_consumption: List of steam consumption values.
+        :return: Matplotlib figure object.
+        """
+        fig, ax = plt.subplots()
+        ax.plot(time, steam_consumption, marker='o', linestyle='-', color='b', label='Steam Consumption')
+        ax.set_xlabel("Time")
+        ax.set_ylabel("Steam Consumption")
+        ax.set_title("Steam Load Variation Over Time")
+        ax.legend()
+        ax.grid()
+        return fig
+    
+    def plot_temperature_curve(self, time, initial_temp, final_temp, temp_gradient):
+        """
+        Plots the temperature variation over time.
+        :param time: List of time values.
+        :param initial_temp: List of initial temperatures at each time point.
+        :param final_temp: List of final temperatures at each time point.
+        :param temp_gradient: List of temperature gradients.
+        :return: Matplotlib figure object.
+        """
+        fig, ax = plt.subplots()
+        ax.plot(time, initial_temp, marker='s', linestyle='--', color='r', label='Initial Temperature')
+        ax.plot(time, final_temp, marker='^', linestyle='-', color='g', label='Final Temperature')
+        ax.plot(time, temp_gradient, marker='d', linestyle=':', color='m', label='Temperature Gradient')
+        ax.set_xlabel("Time")
+        ax.set_ylabel("Temperature")
+        ax.set_title("Temperature Variation Over Time")
+        ax.legend()
+        ax.grid()
+        return fig

recipes.py

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+recipes_1_cotton_dark = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":70 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_2':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_9':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_10':{'init_temp':60,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_10':{'init_temp':30,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_11':{'init_temp':50,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_11':{'init_temp':30,"final_temp":40 ,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_12':{'init_temp':40,"final_temp":40 ,"temp.grad":0 ,"Duration":14 ,"steam_flow_rate":0.2},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                        }
+
+
+recipes_2_cotton_medium = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":70 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_2':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         }
+
+
+recipes_3_cotton_light = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":70 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_2':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         }
+
+
+recipes_4_polyester_dark = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":40 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_2':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_9':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_10':{'init_temp':60,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_10':{'init_temp':30,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_11':{'init_temp':50,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_11':{'init_temp':30,"final_temp":40 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_12':{'init_temp':40,"final_temp":40 ,"temp.grad":0 ,"Duration":14 ,"steam_flow_rate":0.2},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         }
+
+recipes_5_pc_dark = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":70 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_2':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_9':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_10':{'init_temp':60,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_10':{'init_temp':30,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_11':{'init_temp':50,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_11':{'init_temp':30,"final_temp":40 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_12':{'init_temp':40,"final_temp":40 ,"temp.grad":0 ,"Duration":14 ,"steam_flow_rate":0.2},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         }
+
+
+recipes_5_sample_shade = {'loading':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         'Stock heating_1':{'init_temp':30,"final_temp":70 ,"temp.grad":0 ,"Duration": 10,"steam_flow_rate":0.73},
+                         'heating_1':{'init_temp':70,"final_temp":110 ,"temp.grad":3.5 ,"Duration": 12,"steam_flow_rate":0.38},
+                         'hold_1':{'init_temp':110,"final_temp":110 ,"temp.grad":0,"Duration":11 ,"steam_flow_rate":0.02},
+                         'cooling_1':{'init_temp':110,"final_temp":90 ,"temp.grad":2 ,"Duration":3 ,"steam_flow_rate":0},
+                         'drain&stock_1':{'init_temp':30,"final_temp":70,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_2':{'init_temp':70,"final_temp":70 ,"temp.grad":0,"Duration":5,"steam_flow_rate":0.02},
+                         'drain&stock_2':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_3':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7 ,"steam_flow_rate":0.02},
+                         'drain&stock_3':{'init_temp':30,"final_temp":60,"temp.grad":0,"Duration": 10,"steam_flow_rate":0.73},
+                         'hold_4':{'init_temp':60,"final_temp":60,"temp.grad":0,"Duration":100 ,"steam_flow_rate":0.02},
+                         'drain&stock_4':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_5':{'init_temp':50,"final_temp":50,"temp.grad":0,"Duration":7,"steam_flow_rate":0.02},
+                         'drain&stock_5':{'init_temp':30,"final_temp":50,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_6':{'init_temp':50,"final_temp": 50,"temp.grad":0,"Duration": 7,"steam_flow_rate":0.02},
+                         'drain&stock_6':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.73},
+                         'heating_2':{'init_temp':80,"final_temp":95,"temp.grad":3.5 ,"Duration":4 ,"steam_flow_rate":0.38},
+                         'hold_7':{'init_temp':95,"final_temp":95,"temp.grad":0 ,"Duration":7 ,"steam_flow_rate":0.02},
+                         'cooling_2':{'init_temp':95,"final_temp":90 ,"temp.grad":2 ,"Duration":10 ,"steam_flow_rate":0},
+                         'drain&stock_7':{'init_temp':30,"final_temp":80,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_8':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10,"steam_flow_rate":0.02},
+                         'drain&stock_8':{'init_temp':30,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_9':{'init_temp':80,"final_temp":80 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_9':{'init_temp':30,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_10':{'init_temp':60,"final_temp":60 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_10':{'init_temp':30,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.73},
+                         'hold_11':{'init_temp':50,"final_temp":50 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0.02},
+                         'drain&stock_11':{'init_temp':30,"final_temp":40 ,"temp.grad":0,"Duration":10,"steam_flow_rate":0.73},
+                         'hold_12':{'init_temp':40,"final_temp":40 ,"temp.grad":0 ,"Duration":14 ,"steam_flow_rate":0.2},
+                         'drain&unload':{'init_temp':0,"final_temp":0 ,"temp.grad":0 ,"Duration":10 ,"steam_flow_rate":0},
+                         }