Podcast
Questions and Answers
Which of the following is NOT a type of natural language processing (NLP) task?
Which of the following is NOT a type of natural language processing (NLP) task?
Natural language processing (NLP) aims to enable computers to understand and process human language.
Natural language processing (NLP) aims to enable computers to understand and process human language.
True
What is the main goal of natural language processing (NLP)?
What is the main goal of natural language processing (NLP)?
To enable computers to understand, interpret, and generate human language.
Which of these is NOT a common application of NLP?
Which of these is NOT a common application of NLP?
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Explain how NLP is used in machine translation.
Explain how NLP is used in machine translation.
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What is the purpose of sentiment analysis in NLP?
What is the purpose of sentiment analysis in NLP?
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NLP techniques are used in spam filtering to identify and block unwanted emails.
NLP techniques are used in spam filtering to identify and block unwanted emails.
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Which of the following is a common technique used in NLP for understanding the meaning of words?
Which of the following is a common technique used in NLP for understanding the meaning of words?
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Study Notes
Problem 1
- A piston-cylinder device with stops contains steam.
- The steam is cooled.
- Specific volumes for initial and final states are determined (Table A-6).
- Initial state: P₁ = 1 MPa, T₁ = 400°C, v₁ = 0.30661 m³/kg.
- Final state: P₂ = 1 MPa, T₂ = 250°C, v₂ = 0.23275 m³/kg.
- Pressure is constant during the process.
- Boundary work (W) is calculated as: W = mP(v₂ - v₁) = (0.6 kg)(1000 kPa)(0.30661 - 0.23275) m³/kg = 44.3 kJ.
Problem 1 (continued)
- Volume of the cylinder at the final state is 40% of the initial volume.
- Final state volume v₂ = 0.12261 m³/kg.
- Boundary work (W₁) is calculated as: W₁ = mP(v₁ - 0.4v₁) = (0.6 kg)(1000 kPa)(0.30661 - 0.4 × 0.30661) m³/kg = 110.4 kJ.
- Temperature at the final state is determined as T₂ = 151.8°C (Table A-5).
- Pressure at the final state is P₂ = 0.5 MPa.
Problem 2
- A piston-cylinder device contains air.
- Air goes through a three-process cycle.
- Properties of air: R = 0.287 kJ/kg∙K, k = 1.4.
- Isothermal expansion process: -Initial state: P₁ = 2 MPa, V₁ = 0.01341 m³, T₁ = 350°C -Final state: P₂ = 0.5 MPa, V₂ = 0.05364 m³, T₂ = 350°C -Boundary work (W₁₂): = 37.18 kJ.
Problem 2 (continued)
- Polytropic compression process -Process 2-3: The boundary work W₂₃ -Process3-1: The boundary work W₃₁ = -6.97 kJ
- Constant pressure compression process
- Net work of the cycle (Wnet) = W₁₂ +W₂₃ + W₃₁ = -4.65 kJ.
Problem 5
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One part of an insulated tank contains compressed liquid.
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The other part is evacuated.
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Partition is removed, and water expands into the entire tank.
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Final temperature and volume of the tank are determined.
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Assumptions:
- Stationary tank
- Insulated tank
- No work interactions.
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U₁ = U₂
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Final temperature T₂ = 45.81°C
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Final volume (V) = 0.972 m³.
Problem 6
- Hydrogen gas in a rigid tank is cooled to 300 K.
- Final pressure and heat transfer are determined.
- Assumptions:
- Hydrogen is an ideal gas (at high temperature and low pressure).
- Stationary tank
- No work interactions.
- Properties used:
- R = 4.124 kPa⋅m³/kg⋅K (from Table A-1)
- Cavg = 10.377 kJ/kg⋅K (from Table A-2 at the average temperature).
- Final pressure calculated from ideal gas relation: P₂ = 159.1 kPa.
- Heat transfer Qout calculated from energy balance: Qout = - m⋅Cavg⋅(T₁-T₂)= -686.2 kJ
Problem 9
- Ideal gas in a piston-cylinder device is cooled at constant pressure.
- Gas constant and molar mass are determined.
- Assumptions:
- No friction between piston and cylinder.
- Specific heat ratio is k = 1.667
- Gas constant (R) is determined as follows; R= W/(m⋅ΔT) = 2.075 kJ/kg⋅K.
- Molar mass (M) is calculated as: M = R/R= 4.007 kg/kmol.
- Specific heats (cp and cv) are calculated based on the determined values of R and k.
Problem 12
- Air is accelerated in a nozzle.
- Exit temperature and pressure are determined.
- Assumtions:
- Steady-flow process.
- Air as an ideal gas with variable specific heats.
- Adiabatic process (no heat transfer).
- No work interactions.
- Inlet temperature T₁ = 500 K
- Inlet velocity V₁ = 120 m/s
- Exit velocity V₂ = 380 m/s
- Exit temperature T₂ = 436.5 K
- Exit pressure P₂ = 331 kPa
Problem 14
- R-134a is decelerated in a diffuser.
- Exit velocity and mass flow rate are determined.
- Inlet velocity V₁ = 160 m/s
- Exit Velocity V₂ = 82.06 m/s
- Mass flow rate m = 0.2984 kg/s
Problem 18
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Helium is compressed by a compressor.
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Power input required (W) for mass flow rate of 60 kg/min is to be determined.
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Assumptions: -Steady flow -Negligible kinetic/potential energy changes -Ideal gas model with constant specific heats -Properties:cp = 5.1926 kJ/kgK
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power input = 872kW
Problem 20
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Adiabatic air compressor is powered by a steam turbine.
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Net power delivered to the generator is determined.
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Assumptions:
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steady-flow process.
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Kinetic and potential energy changes are negligible.
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Adiabatic process (no heat transfer).
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Air is an ideal gas with variable specific heats.
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Steam and air properties are assumed known and used to compute energy balances for the compressor and turbine.
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Net Power = 20,448kW
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Description
This quiz covers problems related to a piston-cylinder device involving steam and air. It includes calculations for boundary work, pressure, and temperature changes during thermodynamic processes. Take this quiz to test your understanding of the principles of thermodynamics in practical applications.